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🚨🇮🇳 BIG: India achieves first-ever commercial satellite-guided jet landing using indigenous GAGAN system 🔸Successful IndiGo landing at Udaipur Airport. 🔸GAGAN = India’s own GPS Aided GEO Augmented Navigation. 🔸Precision approaches with minimal ground infrastructure. 🔸Safer, cheaper & more efficient aviation — especially for smaller airports. 🔸Big boost to regional... show more

Sputnik India

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#GAGAN (#GPS Aided GEO Augmented Navigation) is India's indigenous Satellite-Based Augmentation System developed by the Indian Space Research Organisation (#ISRO) and the Airports Authority of India. It enhances GPS accuracy and provides integrity information for safer aircraft navigation. Certified to international standards, GAGAN also supports satellite-based landing and serves sectors beyond aviation. Read more: — Video Generated By AI DSTIndia ISRO

#GAGAN (#GPS Aided GEO Augmented Navigation) is India's indigenous Satellite-Based Augmentation System developed by the Indian Space Research Organisation (#ISRO) and the Airports Authority of India. It enhances GPS accuracy and provides integrity information for safer aircraft navigation. Certified to international standards, GAGAN also supports satellite-based landing and serves sectors beyond aviation. Read more: — Video Generated By AI DSTIndia ISRO

Ministry of Information and Broadcasting

11,125 views • 6 days ago

India has achieved a major milestone in aviation by successfully demonstrating a precision landing of a passenger aircraft using its indigenous GAGAN satellite-based navigation system. Developed by ISRO and the Airports Authority of India, GAGAN enhances GPS accuracy and could improve flight safety, reduce infrastructure costs, and enable more precise landings at airports across the country. Could satellite-based navigation systems like GAGAN become the future of aviation and reduce the need for traditional landing systems? #ISRO #GPS #navic #indigo #navigation #navigationsystem

India has achieved a major milestone in aviation by successfully demonstrating a precision landing of a passenger aircraft using its indigenous GAGAN satellite-based navigation system. Developed by ISRO and the Airports Authority of India, GAGAN enhances GPS accuracy and could improve flight safety, reduce infrastructure costs, and enable more precise landings at airports across the country. Could satellite-based navigation systems like GAGAN become the future of aviation and reduce the need for traditional landing systems? #ISRO #GPS #navic #indigo #navigation #navigationsystem

Srijan Pal Singh

11,558 views • 17 days ago

𝐀 𝐡𝐢𝐬𝐭𝐨𝐫𝐢𝐜 𝐥𝐚𝐧𝐝𝐢𝐧𝐠. 𝐀 𝐠𝐢𝐚𝐧𝐭 𝐥𝐞𝐚𝐩 𝐭𝐨𝐰𝐚𝐫𝐝𝐬 𝐬𝐞𝐥𝐟-𝐫𝐞𝐥𝐢𝐚𝐧𝐭 𝐚𝐯𝐢𝐚𝐭𝐢𝐨𝐧. ✈️ India's aviation sector has achieved a major milestone with the first successful commercial aircraft landing using the indigenous GAGAN satellite-based navigation system. 🔹 First-ever commercial landing using India's indigenous GAGAN system 🔹 Developed jointly by ISRO and the Airports Authority of India 🔹 Enhances the accuracy, reliability and safety of GPS-based navigation 🔹 Improves operations at smaller airports without costly ground-based landing systems 🔹 Strengthens regional connectivity and advances the vision of Aatmanirbhar Bharat This achievement is another step towards making India's aviation ecosystem safer, smarter and powered by indigenous technology. 𝐖𝐚𝐭𝐜𝐡 𝐡𝐨𝐰 𝐆𝐀𝐆𝐀𝐍 𝐰𝐨𝐫𝐤𝐬, 𝐰𝐡𝐲 𝐭𝐡𝐢𝐬 𝐥𝐚𝐧𝐝𝐢𝐧𝐠 𝐢𝐬 𝐚 𝐥𝐚𝐧𝐝𝐦𝐚𝐫𝐤 𝐚𝐜𝐡𝐢𝐞𝐯𝐞𝐦𝐞𝐧𝐭, 𝐚𝐧𝐝 𝐡𝐨𝐰 𝐈𝐧𝐝𝐢𝐚𝐧 𝐢𝐧𝐧𝐨𝐯𝐚𝐭𝐢𝐨𝐧 𝐢𝐬 𝐬𝐡𝐚𝐩𝐢𝐧𝐠 𝐭𝐡𝐞 𝐟𝐮𝐭𝐮𝐫𝐞 𝐨𝐟 𝐚𝐯𝐢𝐚𝐭𝐢𝐨𝐧. 🔽

𝐀 𝐡𝐢𝐬𝐭𝐨𝐫𝐢𝐜 𝐥𝐚𝐧𝐝𝐢𝐧𝐠. 𝐀 𝐠𝐢𝐚𝐧𝐭 𝐥𝐞𝐚𝐩 𝐭𝐨𝐰𝐚𝐫𝐝𝐬 𝐬𝐞𝐥𝐟-𝐫𝐞𝐥𝐢𝐚𝐧𝐭 𝐚𝐯𝐢𝐚𝐭𝐢𝐨𝐧. ✈️ India's aviation sector has achieved a major milestone with the first successful commercial aircraft landing using the indigenous GAGAN satellite-based navigation system. 🔹 First-ever commercial landing using India's indigenous GAGAN system 🔹 Developed jointly by ISRO and the Airports Authority of India 🔹 Enhances the accuracy, reliability and safety of GPS-based navigation 🔹 Improves operations at smaller airports without costly ground-based landing systems 🔹 Strengthens regional connectivity and advances the vision of Aatmanirbhar Bharat This achievement is another step towards making India's aviation ecosystem safer, smarter and powered by indigenous technology. 𝐖𝐚𝐭𝐜𝐡 𝐡𝐨𝐰 𝐆𝐀𝐆𝐀𝐍 𝐰𝐨𝐫𝐤𝐬, 𝐰𝐡𝐲 𝐭𝐡𝐢𝐬 𝐥𝐚𝐧𝐝𝐢𝐧𝐠 𝐢𝐬 𝐚 𝐥𝐚𝐧𝐝𝐦𝐚𝐫𝐤 𝐚𝐜𝐡𝐢𝐞𝐯𝐞𝐦𝐞𝐧𝐭, 𝐚𝐧𝐝 𝐡𝐨𝐰 𝐈𝐧𝐝𝐢𝐚𝐧 𝐢𝐧𝐧𝐨𝐯𝐚𝐭𝐢𝐨𝐧 𝐢𝐬 𝐬𝐡𝐚𝐩𝐢𝐧𝐠 𝐭𝐡𝐞 𝐟𝐮𝐭𝐮𝐫𝐞 𝐨𝐟 𝐚𝐯𝐢𝐚𝐭𝐢𝐨𝐧. 🔽

BJP

126,132 views • 13 days ago

𝐈𝐧𝐝𝐢𝐚 𝐡𝐚𝐬 𝐞𝐧𝐭𝐞𝐫𝐞𝐝 𝐚 𝐧𝐞𝐰 𝐞𝐫𝐚 𝐨𝐟 𝐚𝐯𝐢𝐚𝐭𝐢𝐨𝐧. ✈️ An IndiGo Airbus A320 has become the first commercial passenger aircraft in India to successfully land using GAGAN, the country's indigenous satellite-based navigation system. 𝐖𝐡𝐲 𝐭𝐡𝐢𝐬 𝐦𝐚𝐭𝐭𝐞𝐫𝐬: * Developed by AAI and ISRO, GAGAN delivers safer, more precise landings. * Reduces dependence on costly ground-based landing systems. * Enables more efficient flight paths, cutting fuel use and costs. * Improves connectivity to remote airports while reducing delays. 𝐀𝐧𝐨𝐭𝐡𝐞𝐫 𝐦𝐢𝐥𝐞𝐬𝐭𝐨𝐧𝐞 𝐟𝐨𝐫 𝐈𝐧𝐝𝐢𝐚𝐧 𝐢𝐧𝐧𝐨𝐯𝐚𝐭𝐢𝐨𝐧, 𝐬𝐚𝐟𝐞𝐫 𝐬𝐤𝐢𝐞𝐬, 𝐚𝐧𝐝 𝐭𝐡𝐞 𝐯𝐢𝐬𝐢𝐨𝐧 𝐨𝐟 #𝐀𝐭𝐦𝐚𝐧𝐢𝐫𝐛𝐡𝐚𝐫𝐁𝐡𝐚𝐫𝐚𝐭. 🇮🇳

𝐈𝐧𝐝𝐢𝐚 𝐡𝐚𝐬 𝐞𝐧𝐭𝐞𝐫𝐞𝐝 𝐚 𝐧𝐞𝐰 𝐞𝐫𝐚 𝐨𝐟 𝐚𝐯𝐢𝐚𝐭𝐢𝐨𝐧. ✈️ An IndiGo Airbus A320 has become the first commercial passenger aircraft in India to successfully land using GAGAN, the country's indigenous satellite-based navigation system. 𝐖𝐡𝐲 𝐭𝐡𝐢𝐬 𝐦𝐚𝐭𝐭𝐞𝐫𝐬: * Developed by AAI and ISRO, GAGAN delivers safer, more precise landings. * Reduces dependence on costly ground-based landing systems. * Enables more efficient flight paths, cutting fuel use and costs. * Improves connectivity to remote airports while reducing delays. 𝐀𝐧𝐨𝐭𝐡𝐞𝐫 𝐦𝐢𝐥𝐞𝐬𝐭𝐨𝐧𝐞 𝐟𝐨𝐫 𝐈𝐧𝐝𝐢𝐚𝐧 𝐢𝐧𝐧𝐨𝐯𝐚𝐭𝐢𝐨𝐧, 𝐬𝐚𝐟𝐞𝐫 𝐬𝐤𝐢𝐞𝐬, 𝐚𝐧𝐝 𝐭𝐡𝐞 𝐯𝐢𝐬𝐢𝐨𝐧 𝐨𝐟 #𝐀𝐭𝐦𝐚𝐧𝐢𝐫𝐛𝐡𝐚𝐫𝐁𝐡𝐚𝐫𝐚𝐭. 🇮🇳

BJP

65,148 views • 15 days ago

🚨🇮🇳 BIG: India launches $1.92B fighter jet infrastructure project India has kicked off a major defence aviation initiative in Andhra Pradesh, laying the groundwork for a new hub in military aerospace manufacturing. 🔸650-acre facility for assembly, integration, maintenance & flight testing 🔸Key booster for the indigenous AMCA fifth-generation stealth fighter This milestone advances India’s sovereign combat-aircraft capability and reinforces its strategic role in an emerging multipolar world.

🚨🇮🇳 BIG: India launches $1.92B fighter jet infrastructure project India has kicked off a major defence aviation initiative in Andhra Pradesh, laying the groundwork for a new hub in military aerospace manufacturing. 🔸650-acre facility for assembly, integration, maintenance & flight testing 🔸Key booster for the indigenous AMCA fifth-generation stealth fighter This milestone advances India’s sovereign combat-aircraft capability and reinforces its strategic role in an emerging multipolar world.

Sputnik India

23,025 views • 2 months ago

What’s behind #GeoPolitical developments this week & #Zelenskyy’s 🇺🇦 terrible visit to 🇺🇸 Washington👇 🔸 #Ukraine 🇺🇦 President Zelenskyy 🇺🇦 signs (and un-signs apparently) a preliminary mineral agreement with US 🇺🇸, but #Trump 🇺🇸 does not provide security guarantees in return casting doubts over relationship. 🔸The press meeting is a PR disaster for Ukraine 🇺🇦 and highly humiliating for Zelenskyy 🇺🇦. 🔸#Türkiye 🇹🇷 and #France 🇫🇷 now appear to be indirectly competing over support for #Ukraine 🇺🇦. They are both offering to put boots on the ground and to be guarantors, provided that America supply some logistical help and intel, while the UK 🇬🇧 and Germany 🇩🇪 could be co-supporters. 🔸Türkiye 🇹🇷 met with a British security delegation yesterday, while simultaneously meeting with Russian officials and delegations. 🔸#Macron 🇫🇷🇪🇺 and #Merz 🇩🇪🇪🇺 had dinner together last night, while Berlin and Paris have entered a new phase of highest level military, industrial and intelligence cooperation. 🔸Here’s the problem: Russia 🇷🇺 doesn’t want Germany 🇩🇪🇪🇺, US 🇺🇸nor UK 🇬🇧anywhere near Kiev 🇺🇦, while Paris 🇫🇷🇪🇺and Ankara 🇹🇷 are perceived slightly more neutral. 🔸In addition, Trump 🇺🇸 remains unconvinced about supporting Europeans in providing security guarantees. 🔸Trump intelligently waits for Ankara, Paris and London to become - seperately - more desperate so that they start to outbid each other, while #Washington gains the negotiation-upper-hand from them on other policy portfolios like Syria 🇸🇾, energy-LNG etc. 🔸 This is where the negotiations get interesting, since each country (Saudi Arabia 🇸🇦, Türkiye 🇹🇷, France/Germany 🇪🇺 and UK 🇬🇧) travel to Washington to offer different deals or formulas to Trump in order to establish a peaceful solution in Ukraine 🇺🇦 which also protects their own interests and increases their regional geo-economic and geo-political ambitions. 🔸It’s clear (especially after tonight) that Zelenskyy 🇺🇦 is lowest on the food chain at the moment. Starmer 🇬🇧 is also very dependent on Trump and Four Eyes, therefore also making the UK 🇬🇧 weak. Macron 🇫🇷🇪🇺 and Erdogan 🇹🇷 are the only two European powers in positions of strength as both have channels to Russia 🇷🇺 , China 🇨🇳 and #India 🇮🇳(Türkiye less so) which provide a counterweight to Trump 🇺🇸. Paris 🇫🇷🇪🇺 is a nuclear power ☢️🚀 and now has Berlin 🇩🇪🇪🇺 under its wing, since Merz was elected. Increasingly this applies for Poland 🇵🇱🇪🇺, Baltics🇪🇪🇱🇹🇱🇻🇪🇺, Nordics 🇩🇰🇫🇮🇸🇪🇳🇴🇪🇺, Spain 🇪🇸🇪🇺, Portugal 🇵🇹🇪🇺 and others 🇪🇺. 🔸Highest on the “Trump food chain” is Israel 🇮🇱, at odds with Ankara 🇹🇷, and also in coordination with Saudi Arabia 🇸🇦. Erdogan 🇹🇷 is in a semi-vulnerable situation: if he only aims for Syria 🇸🇾 stability he may loose his ambitions in #CentralAsia, #Caucasus or the #Gulf, while the Eastern Mediterranean tensions could be brewing, which risk putting at peril Türkiye’s 🇹🇷 natural economic and geo-strategic home: Continental Europe 🇪🇺. [END].

What’s behind #GeoPolitical developments this week & #Zelenskyy’s 🇺🇦 terrible visit to 🇺🇸 Washington👇 🔸 #Ukraine 🇺🇦 President Zelenskyy 🇺🇦 signs (and un-signs apparently) a preliminary mineral agreement with US 🇺🇸, but #Trump 🇺🇸 does not provide security guarantees in return casting doubts over relationship. 🔸The press meeting is a PR disaster for Ukraine 🇺🇦 and highly humiliating for Zelenskyy 🇺🇦. 🔸#Türkiye 🇹🇷 and #France 🇫🇷 now appear to be indirectly competing over support for #Ukraine 🇺🇦. They are both offering to put boots on the ground and to be guarantors, provided that America supply some logistical help and intel, while the UK 🇬🇧 and Germany 🇩🇪 could be co-supporters. 🔸Türkiye 🇹🇷 met with a British security delegation yesterday, while simultaneously meeting with Russian officials and delegations. 🔸#Macron 🇫🇷🇪🇺 and #Merz 🇩🇪🇪🇺 had dinner together last night, while Berlin and Paris have entered a new phase of highest level military, industrial and intelligence cooperation. 🔸Here’s the problem: Russia 🇷🇺 doesn’t want Germany 🇩🇪🇪🇺, US 🇺🇸nor UK 🇬🇧anywhere near Kiev 🇺🇦, while Paris 🇫🇷🇪🇺and Ankara 🇹🇷 are perceived slightly more neutral. 🔸In addition, Trump 🇺🇸 remains unconvinced about supporting Europeans in providing security guarantees. 🔸Trump intelligently waits for Ankara, Paris and London to become - seperately - more desperate so that they start to outbid each other, while #Washington gains the negotiation-upper-hand from them on other policy portfolios like Syria 🇸🇾, energy-LNG etc. 🔸 This is where the negotiations get interesting, since each country (Saudi Arabia 🇸🇦, Türkiye 🇹🇷, France/Germany 🇪🇺 and UK 🇬🇧) travel to Washington to offer different deals or formulas to Trump in order to establish a peaceful solution in Ukraine 🇺🇦 which also protects their own interests and increases their regional geo-economic and geo-political ambitions. 🔸It’s clear (especially after tonight) that Zelenskyy 🇺🇦 is lowest on the food chain at the moment. Starmer 🇬🇧 is also very dependent on Trump and Four Eyes, therefore also making the UK 🇬🇧 weak. Macron 🇫🇷🇪🇺 and Erdogan 🇹🇷 are the only two European powers in positions of strength as both have channels to Russia 🇷🇺 , China 🇨🇳 and #India 🇮🇳(Türkiye less so) which provide a counterweight to Trump 🇺🇸. Paris 🇫🇷🇪🇺 is a nuclear power ☢️🚀 and now has Berlin 🇩🇪🇪🇺 under its wing, since Merz was elected. Increasingly this applies for Poland 🇵🇱🇪🇺, Baltics🇪🇪🇱🇹🇱🇻🇪🇺, Nordics 🇩🇰🇫🇮🇸🇪🇳🇴🇪🇺, Spain 🇪🇸🇪🇺, Portugal 🇵🇹🇪🇺 and others 🇪🇺. 🔸Highest on the “Trump food chain” is Israel 🇮🇱, at odds with Ankara 🇹🇷, and also in coordination with Saudi Arabia 🇸🇦. Erdogan 🇹🇷 is in a semi-vulnerable situation: if he only aims for Syria 🇸🇾 stability he may loose his ambitions in #CentralAsia, #Caucasus or the #Gulf, while the Eastern Mediterranean tensions could be brewing, which risk putting at peril Türkiye’s 🇹🇷 natural economic and geo-strategic home: Continental Europe 🇪🇺. [END].

Samuel Doveri Vesterbye

185,631 views • 1 year ago

🛰🇮🇷🇨🇳Iran Switched to Chinese BDS Navigation System — An End to the US Monopoly on Satellite Navigation Thirty-one years ago, the United States switched off GPS signals to a Chinese ship bound for Iran, leaving it stranded at sea for 24 days. The message was clear: control navigation, control the world. Today, Iran has switched off GPS itself—and switched on China's BeiDou. The weapon once used to coerce has been rendered obsolete. This is not an upgrade. It is a full circle: from American leverage to American irrelevance. 🔸The Yinhe Incident: A Humiliation That Built a System The Yinhe was not carrying weapons or spies. It carried ordinary cargo to Iran. Yet in 1993 the US accused it of transporting chemical weapons materials and cut its GPS signal—not as a military act, but as a message. For 24 days, the ship drifted without coordinates, unable to dock or navigate. For Beijing, the lesson was clear. Within a decade, China had launched the first BeiDou satellites, determined to build a system no foreign power could disable. 🔸The Transition By 2015, Iran had signed a memorandum with Beijing to integrate BeiDou. By 2021, Iranian missile guidance already embedded the system. The shift was quiet—a slow unraveling of GPS dependency. Then came the catalyst. During last year's 12-day war, Israeli GPS jamming paralyzed Iranian vessels and aircraft. On June 23, 2025, Iran formally deactivated GPS nationwide, blocking American signals at the source. The switch to China's BeiDou-3 (BDS-3) was complete. Unlike GPS, BDS-3's military-tier B3A signal proved resistant to interference, maintaining a reported 98% positioning success rate. With over 50 satellites—compared to 31 for GPS—BeiDou offers superior coverage over the Iranian plateau. 🔸A Game Changer Before BDS, Iran relied on massive barrages—hundreds of rockets to overwhelm defenses, draining supplies for limited effect. Now, with BeiDou-enabled precision, Iran has shifted to a precision strike doctrine: guiding missiles and drones through complex maneuvers up to 2,000 kilometers. Surgical strikes have replaced supply-draining salvos. Israeli jammers can no longer feed false coordinates. US electronic warfare has lost a key lever. Conclusion: Full Circle In 1993, the US flipped a switch to humble a ship bound for Iran. In 2025, Iran flipped its own switch—to make American signals irrelevant. What goes around, comes around.

🛰🇮🇷🇨🇳Iran Switched to Chinese BDS Navigation System — An End to the US Monopoly on Satellite Navigation Thirty-one years ago, the United States switched off GPS signals to a Chinese ship bound for Iran, leaving it stranded at sea for 24 days. The message was clear: control navigation, control the world. Today, Iran has switched off GPS itself—and switched on China's BeiDou. The weapon once used to coerce has been rendered obsolete. This is not an upgrade. It is a full circle: from American leverage to American irrelevance. 🔸The Yinhe Incident: A Humiliation That Built a System The Yinhe was not carrying weapons or spies. It carried ordinary cargo to Iran. Yet in 1993 the US accused it of transporting chemical weapons materials and cut its GPS signal—not as a military act, but as a message. For 24 days, the ship drifted without coordinates, unable to dock or navigate. For Beijing, the lesson was clear. Within a decade, China had launched the first BeiDou satellites, determined to build a system no foreign power could disable. 🔸The Transition By 2015, Iran had signed a memorandum with Beijing to integrate BeiDou. By 2021, Iranian missile guidance already embedded the system. The shift was quiet—a slow unraveling of GPS dependency. Then came the catalyst. During last year's 12-day war, Israeli GPS jamming paralyzed Iranian vessels and aircraft. On June 23, 2025, Iran formally deactivated GPS nationwide, blocking American signals at the source. The switch to China's BeiDou-3 (BDS-3) was complete. Unlike GPS, BDS-3's military-tier B3A signal proved resistant to interference, maintaining a reported 98% positioning success rate. With over 50 satellites—compared to 31 for GPS—BeiDou offers superior coverage over the Iranian plateau. 🔸A Game Changer Before BDS, Iran relied on massive barrages—hundreds of rockets to overwhelm defenses, draining supplies for limited effect. Now, with BeiDou-enabled precision, Iran has shifted to a precision strike doctrine: guiding missiles and drones through complex maneuvers up to 2,000 kilometers. Surgical strikes have replaced supply-draining salvos. Israeli jammers can no longer feed false coordinates. US electronic warfare has lost a key lever. Conclusion: Full Circle In 1993, the US flipped a switch to humble a ship bound for Iran. In 2025, Iran flipped its own switch—to make American signals irrelevant. What goes around, comes around.

NewRulesGeopolitics

93,320 views • 3 months ago

🚨🇨🇳China's Underwater Data Centers: Huge Win in the AI Power Race Deep under the South China Sea, China just took a major step toward AI supremacy. 🔸From Navy Tech to Commercial Compute China has launched its first commercial underwater data center off Hainan Island. Sitting 35 meters below the surface, the Hailanxin-built facility connects to shore via submarine cable and already serves AI and big data clients. Hainan Telecom and Atlas are online now. Tencent, Alibaba, and Pinduoduo will join later this year. Each massive 1,300-ton pod uses smart seawater cooling to achieve an impressive PUE of 1.07 — far more efficient than most land-based centers. 🔸Tech Roots That Matter Hailanxin wasn’t starting from scratch. The company once supplied intelligent systems to the Chinese Navy, with deep expertise in marine tech and seabed operations. In 2019, it acquired Canadian deep-sea firm OceanWorks and teamed up with China National Offshore Oil Corporation to build the pressure vessels. This blend of naval know-how and commercial ambition turned Microsoft’s earlier underwater experiment into a working, scalable reality — built for speed and cost advantage in the AI race. 🔸Why This Gives China a Real Edge By placing high-power servers directly in the ocean, China gains natural cooling without expensive infrastructure. The result: cheaper, denser, and more reliable compute capacity exactly when global AI demand is exploding. With plans for 100 pods delivering 50–100 megawatts, Beijing is positioning itself to export low-cost AI processing power worldwide. This underwater strategy strengthens China’s overall tech infrastructure and accelerates its push for leadership in artificial intelligence.

🚨🇨🇳China's Underwater Data Centers: Huge Win in the AI Power Race Deep under the South China Sea, China just took a major step toward AI supremacy. 🔸From Navy Tech to Commercial Compute China has launched its first commercial underwater data center off Hainan Island. Sitting 35 meters below the surface, the Hailanxin-built facility connects to shore via submarine cable and already serves AI and big data clients. Hainan Telecom and Atlas are online now. Tencent, Alibaba, and Pinduoduo will join later this year. Each massive 1,300-ton pod uses smart seawater cooling to achieve an impressive PUE of 1.07 — far more efficient than most land-based centers. 🔸Tech Roots That Matter Hailanxin wasn’t starting from scratch. The company once supplied intelligent systems to the Chinese Navy, with deep expertise in marine tech and seabed operations. In 2019, it acquired Canadian deep-sea firm OceanWorks and teamed up with China National Offshore Oil Corporation to build the pressure vessels. This blend of naval know-how and commercial ambition turned Microsoft’s earlier underwater experiment into a working, scalable reality — built for speed and cost advantage in the AI race. 🔸Why This Gives China a Real Edge By placing high-power servers directly in the ocean, China gains natural cooling without expensive infrastructure. The result: cheaper, denser, and more reliable compute capacity exactly when global AI demand is exploding. With plans for 100 pods delivering 50–100 megawatts, Beijing is positioning itself to export low-cost AI processing power worldwide. This underwater strategy strengthens China’s overall tech infrastructure and accelerates its push for leadership in artificial intelligence.

NewRulesGeopolitics

10,686 views • 3 months ago

#AdaniEmbraer Adani-Embraer Landmark Aviation Partnership Adani Defence & Aerospace and Brazilian aerospace giant Embraer signed a historic Memorandum of Understanding (MoU) at the Ministry of Civil Aviation. This partnership aims to establish India's first private-sector Final Assembly Line (FAL) for regional transport aircraft, specifically targeting the 70–146 seat segment. The collaboration is designed to build a "world-class aviation ecosystem" rather than just a standalone manufacturing plant. The focus areas include: •Final Assembly Line (FAL): Setting up a facility to assemble Embraer’s regional jets (E-Jets family) on Indian soil. •Indigenization: A phased increase in local manufacturing of parts and components. •Value-Chain Integration: Leveraging Adani’s existing footprint in airport infrastructure, MRO (Maintenance, Repair, and Overhaul) services, and pilot training. •Supply Chain Development: Establishing a robust domestic network of suppliers to support global aerospace programs. Jeet Adani, Director (Adani Defence & Aerospace / Adani Airport Holdings) Jeet Adani characterized the agreement as a "vision taking flight," emphasizing its alignment with the national mission of Atmanirbhar Bharat. "It represents India's determination to build world-class aviation capabilities on our own soil. This project will redefine the future of aviation in our country." Arjan Meijer, President & CEO (Embraer Commercial Aviation) Meijer highlighted India as a "pivotal market," projecting a demand for at least 500 aircraft in the regional jet category over the next 20 years. He noted that the partnership combines Embraer's engineering excellence with Adani’s industrial scale. •Regional Connectivity (UDAN): The partnership directly supports the government's UDAN scheme by providing cost-effective aircraft suited for Tier-2 and Tier-3 cities. •Bilateral Ties: The deal strengthens strategic relations between India and Brazil, fostering technological and industrial cooperation. •Employment: The project is expected to generate high-skilled employment and move India up the global aerospace value chain. •Market Positioning: Currently, approximately 50 Embraer aircraft (commercial, defense, and business) operate in India. This move positions Embraer to compete more effectively with the duopoly of Airbus and Boeing by offering locally assembled alternatives. •Location: While not yet finalized, Jeet Adani confirmed that a couple of sites are under evaluation, with a final decision expected within the next two months. •First Rollout: Government officials suggested that the first aircraft could potentially roll out of the Indian facility within the next five years. •Investment: Specific financial figures remain confidential, but the scale is described as a multi-billion dollar commitment to India's aerospace infrastructure. Source Highlights: •MoU signed in the presence of Civil Aviation Minister K Rammohan Naidu and Defence Secretary Rajesh Kumar Singh. •Aligns with the 'Make in India' initiative to reduce import dependence.

#AdaniEmbraer Adani-Embraer Landmark Aviation Partnership Adani Defence & Aerospace and Brazilian aerospace giant Embraer signed a historic Memorandum of Understanding (MoU) at the Ministry of Civil Aviation. This partnership aims to establish India's first private-sector Final Assembly Line (FAL) for regional transport aircraft, specifically targeting the 70–146 seat segment. The collaboration is designed to build a "world-class aviation ecosystem" rather than just a standalone manufacturing plant. The focus areas include: •Final Assembly Line (FAL): Setting up a facility to assemble Embraer’s regional jets (E-Jets family) on Indian soil. •Indigenization: A phased increase in local manufacturing of parts and components. •Value-Chain Integration: Leveraging Adani’s existing footprint in airport infrastructure, MRO (Maintenance, Repair, and Overhaul) services, and pilot training. •Supply Chain Development: Establishing a robust domestic network of suppliers to support global aerospace programs. Jeet Adani, Director (Adani Defence & Aerospace / Adani Airport Holdings) Jeet Adani characterized the agreement as a "vision taking flight," emphasizing its alignment with the national mission of Atmanirbhar Bharat. "It represents India's determination to build world-class aviation capabilities on our own soil. This project will redefine the future of aviation in our country." Arjan Meijer, President & CEO (Embraer Commercial Aviation) Meijer highlighted India as a "pivotal market," projecting a demand for at least 500 aircraft in the regional jet category over the next 20 years. He noted that the partnership combines Embraer's engineering excellence with Adani’s industrial scale. •Regional Connectivity (UDAN): The partnership directly supports the government's UDAN scheme by providing cost-effective aircraft suited for Tier-2 and Tier-3 cities. •Bilateral Ties: The deal strengthens strategic relations between India and Brazil, fostering technological and industrial cooperation. •Employment: The project is expected to generate high-skilled employment and move India up the global aerospace value chain. •Market Positioning: Currently, approximately 50 Embraer aircraft (commercial, defense, and business) operate in India. This move positions Embraer to compete more effectively with the duopoly of Airbus and Boeing by offering locally assembled alternatives. •Location: While not yet finalized, Jeet Adani confirmed that a couple of sites are under evaluation, with a final decision expected within the next two months. •First Rollout: Government officials suggested that the first aircraft could potentially roll out of the Indian facility within the next five years. •Investment: Specific financial figures remain confidential, but the scale is described as a multi-billion dollar commitment to India's aerospace infrastructure. Source Highlights: •MoU signed in the presence of Civil Aviation Minister K Rammohan Naidu and Defence Secretary Rajesh Kumar Singh. •Aligns with the 'Make in India' initiative to reduce import dependence.

Sheetal Chopra 🇮🇳

173,233 views • 5 months ago

Warm greetings on Indian Foreign Service Day! Hardeep Singh Puri Sir, your journey as a diplomat and now as a key figure in India's leadership is truly inspiring. The pride and responsibility you’ve carried while representing India globally, and now in shaping key policies, is commendable. Wishing you continued success in fostering international relations and driving India's growth forward. Here are some achievements of Shri Hardeep Singh Puri Sir : 1. Participation in G20 Summits: Advocated for global economic stability and cooperation. 2. Ambassador to Brazil: Enhanced bilateral relations and trade between India and Brazil. 3. Permanent Representative to the United Nations: Involved in significant negotiations on peacekeeping and global security. 4. Advocacy for Development Issues: Focused on poverty alleviation and sustainable development at the UN. 5. Promotion of India's Soft Power: Enhanced India's cultural diplomacy and global governance contributions. 6. Role in International Conferences: Contributed to discussions on peace and security at global summits. 7. Strengthening Ties with the Indian Diaspora: Fostered connections and highlighted their role as cultural ambassadors. 8. Crisis Response Initiatives: Led diplomatic responses during crises, providing humanitarian assistance. 9. Global Health Initiatives: Advocated for international cooperation in combating health issues. 10. Advancement of Global Trade Discussions: Promoted fair trade practices for developing nations. 11. Minister of Petroleum and Natural Gas: Focused on energy security and sustainable practices. 12. Implementation of PM Gati Shakti National Master Plan: Improved multimodal connectivity and infrastructure development. 13. Expansion of Pradhan Mantri Ujjwala Yojana: Provided LPG connections to below-poverty-line households. 14. Support for Electric Mobility: Advocated for electric vehicles to reduce pollution. 15. Investment in Renewable Energy Projects: Championed large-scale solar and wind projects. 16. Housing for All: Implemented PMAY (Pradhan Mantri Awas Yojana) for affordable housing. 17. Promotion of International Trade: Facilitated agreements to enhance India's energy exports. 18. Public Health Initiatives: Launched campaigns for safe and clean energy practices. 19. Global Energy Partnerships: Fostered collaborations in the energy sector for security and innovation. 20. Launch of the National Hydrogen Mission: Promoted hydrogen as a clean energy source. 21. Vande Bharat Mission: Led the repatriation of millions of stranded Indians during the pandemic. 22. COVID-19 Response: Maintained supply chains for uninterrupted fuel and energy availability. 23. Support for Startups and Innovations: Encouraged entrepreneurship in energy and aviation sectors. 24. Enhancement of Oil and Gas Exploration: Promoted self-sufficiency in energy resources. 25. Promotion of Alternate Fuels: Advocated for biogas and ethanol usage to support sustainability. 26. Revival of Air India: Played a key role in restoring the national carrier’s operational efficiency. 27. Expansion of LPG Infrastructure: Improved access to clean cooking fuel in rural areas. 28. Skill Development in Aviation: Promoted initiatives to enhance workforce capabilities. 29. Enhancement of Airport Infrastructure: Upgraded airports for better passenger experience. 30. Leadership in Energy Transition Discussions: Influenced sustainable practices in global energy policies. 31. National Biofuel Policy: Promoted the use of biofuels in transportation for energy security. 32. Energy Conservation Building Code (ECBC): Improved energy efficiency in urban buildings. 33. Support for Women Empowerment Initiatives: Focused on increasing women's participation in energy sector leadership. 34. Crisis Management in Diplomacy: Ensured timely evacuation and assistance during international emergencies. 35. Engagement with Non-Aligned Movement: Reinforced India's leadership role among developing nations. 36. Role in Climate Agreements: Actively participated in climate change negotiations, including the Paris Agreement. 37. Promotion of India's Maritime Interests: Advocated for security cooperation in maritime affairs. 38. Promotion of Digital Diplomacy: Utilized technology for enhanced diplomatic outreach. 39. Collaboration with International Organizations: Worked with bodies like the International Energy Agency (IEA) for best practices. 40. Crisis Response During Natural Disasters: Coordinated India's humanitarian aid efforts in response to global crises. 41. Global Leadership in Energy Efficiency: Advocated for international collaboration on energy conservation. 42. Public-Private Partnerships in Energy: Encouraged collaborations to enhance energy infrastructure and investment. 43. Support for Renewable Energy Initiatives: Championed policies for sustainable energy generation and usage. 44. Advancement of Smart City Projects: Promoted urban development with intelligent transport systems. 45. Initiatives for Rural Electrification: Focused on extending electricity access to rural communities. 46. International Recognition: Gained accolades for contributions to energy policy and diplomacy. 47. Leadership in Peacekeeping Operations: Advocated for India's role in UN peacekeeping missions. 48. Participation in International Security Dialogues: Engaged in discussions on global security challenges. 49. Role in Counter-Terrorism Efforts: Strengthened India's position in international counter-terrorism discussions. 50. Engagement with Global Energy Forums: Influenced international energy discussions and policies. 51. Smart City Mission: Played a crucial role in the launch and implementation of the Smart City Mission, focusing on urban innovation. 52. Attracting Foreign Investment: Worked to bring in foreign investments in both the petroleum and aviation sectors. 53. Advocacy for Sustainable Urban Planning: Promoted policies to ensure sustainable urban development and housing. 54. Facilitation of International Cooperation in Urban Development: Engaged with global partners to share best practices in urban planning. 55. Launch of Housing Initiatives for Urban Poor: Developed schemes specifically targeting housing for low-income families. 56. Promotion of Energy-efficient Technologies: Advocated for the adoption of cleaner technologies in the energy sector. 57. Support for Women’s Health Initiatives: Focused on energy access and its impact on women’s health and well-being. 58. Enhancement of India’s Energy Diplomacy: Strengthened relationships with energy-producing nations. 59. Promotion of Research and Development in Energy: Encouraged innovation in energy technology and research. 60. Implementation of Smart Grids: Promoted the development of smart grids for efficient energy distribution. 61. Role in Enhancing Regional Cooperation: Advocated for regional energy cooperation in South Asia. 62. Promoting India’s Energy Security Agenda: Focused on securing India’s energy needs through diverse sources. 63. Collaboration with Industry Leaders: Worked with industry stakeholders to promote sustainable practices. 64. Global Advocacy for Clean Energy Solutions: Represented India’s interests in global clean energy discussions. 65. Promotion of Corporate Responsibility in Energy: Encouraged corporations to adopt sustainable energy practices. 66. Leadership in Urban Mobility Initiatives: Promoted policies to improve public transport and reduce urban congestion. 67. Development of Integrated Transport Systems: Advocated for a multimodal approach to transportation planning. 68. Promotion of Decentralized Energy Solutions: Supported renewable energy projects at the community level. 69. Encouragement of Local Manufacturing in Energy Sector: Advocated for indigenous production of energy technologies. 70. Promotion of Innovative Financing Mechanisms: Supported new financing models for energy projects. 71. Enhancement of Air Safety Standards: Focused on improving safety measures in civil aviation. 72. Promotion of Cargo and Logistics Services: Advocated for the growth of air cargo services to boost trade. 73. Support for Regional Air Connectivity: Strengthened initiatives for connecting underserved regions. 74. Leadership in Aviation Policy Reforms: Worked towards comprehensive reforms in the aviation sector. 75. Development of Aviation Infrastructure: Facilitated investments in airports and aviation facilities. 76. Community Engagement in Energy Projects: Promoted community involvement in renewable energy projects. 77. Support for Energy Access Initiatives: Advocated for projects that increase energy access for marginalized communities. 78. Promoting Sustainable Agriculture Practices: Focused on the role of clean energy in enhancing agricultural productivity. 79. Engagement with Youth on Energy Issues: Promoted awareness among youth regarding energy conservation and sustainability. 80. Support for Skill Development Programs: Encouraged training programs in renewable energy technologies. 81. Advocacy for Climate Action: Continued efforts in addressing climate change and promoting sustainable practices. 82. Promotion of India as an Energy Hub: Positioned India as a central player in the global energy market. 83. Leadership in Global Energy Transitions: Influenced discussions on transitioning to renewable energy sources. 84. Engagement with Multilateral Organizations: Strengthened India’s position in international organizations related to energy. 85. Commitment to National Development Goals: Aligned energy policies with national development objectives. 86. Promotion of Environmental Sustainability: Advocated for policies that balance development with environmental conservation. 87. Support for Technology Transfer: Encouraged collaboration for the transfer of clean technologies to India. 88. Participation in International Forums on Energy: Actively engaged in global dialogues on energy security and sustainability. 89. Role in Disaster Management Initiatives: Contributed to policies that integrate energy management in disaster response. 90. Implementation of Smart Energy Solutions: Advocated for the adoption of smart meters and energy-efficient appliances to enhance energy management. 91. Promotion of Clean Cooking Solutions: Launched initiatives to provide access to clean cooking fuels to reduce health hazards in rural areas. 92. Strengthening of Regulatory Frameworks: Worked on reforms to streamline regulations in the oil and gas sector, enhancing transparency and efficiency. 93. International Collaborations for Renewable Energy: Established partnerships with countries for joint research and development in renewable energy technologies. 94. Advocacy for Energy Efficiency Labels: Promoted the labeling of appliances to encourage consumers to choose energy-efficient products. 95. Engagement in International Climate Finance Discussions: Represented India in dialogues aimed at securing funding for climate change mitigation projects. 96. Promotion of Urban Sustainability Initiatives: Advocated for integrated urban development strategies that focus on sustainability and livability. 97. Support for the Production of Biofuels: Encouraged initiatives to enhance the domestic production of biofuels to achieve energy security. 98. Advancement of Women’s Leadership in Energy: Launched programs to promote women's leadership in the energy 99. Fostering Innovation in Energy Startups: Supported initiatives aimed at nurturing startups in the energy sector through mentorship and funding. 100. Commitment to India’s Energy Independence: Continually worked towards policies that enhance India’s energy independence and reduce reliance on imports and 100+ more. Narendra Modi Amit Shah Office of Hardeep Singh Puri Lakshmi M Puri Ministry of Petroleum and Natural Gas #MoPNG Bharat Petroleum Hindustan Petroleum Corporation Limited GAIL (India) Limited Indian Foreign Service Association BJP गृहमंत्री कार्यालय, HMO India PMO India rasaal dwivedi BJP Delhi Manohar Lal Parshottam Rupala Indian Oil Corp Ltd ChairmanIOC Indian Diplomacy Ministry of Housing and Urban Affairs

Warm greetings on Indian Foreign Service Day! Hardeep Singh Puri Sir, your journey as a diplomat and now as a key figure in India's leadership is truly inspiring. The pride and responsibility you’ve carried while representing India globally, and now in shaping key policies, is commendable. Wishing you continued success in fostering international relations and driving India's growth forward. Here are some achievements of Shri Hardeep Singh Puri Sir : 1. Participation in G20 Summits: Advocated for global economic stability and cooperation. 2. Ambassador to Brazil: Enhanced bilateral relations and trade between India and Brazil. 3. Permanent Representative to the United Nations: Involved in significant negotiations on peacekeeping and global security. 4. Advocacy for Development Issues: Focused on poverty alleviation and sustainable development at the UN. 5. Promotion of India's Soft Power: Enhanced India's cultural diplomacy and global governance contributions. 6. Role in International Conferences: Contributed to discussions on peace and security at global summits. 7. Strengthening Ties with the Indian Diaspora: Fostered connections and highlighted their role as cultural ambassadors. 8. Crisis Response Initiatives: Led diplomatic responses during crises, providing humanitarian assistance. 9. Global Health Initiatives: Advocated for international cooperation in combating health issues. 10. Advancement of Global Trade Discussions: Promoted fair trade practices for developing nations. 11. Minister of Petroleum and Natural Gas: Focused on energy security and sustainable practices. 12. Implementation of PM Gati Shakti National Master Plan: Improved multimodal connectivity and infrastructure development. 13. Expansion of Pradhan Mantri Ujjwala Yojana: Provided LPG connections to below-poverty-line households. 14. Support for Electric Mobility: Advocated for electric vehicles to reduce pollution. 15. Investment in Renewable Energy Projects: Championed large-scale solar and wind projects. 16. Housing for All: Implemented PMAY (Pradhan Mantri Awas Yojana) for affordable housing. 17. Promotion of International Trade: Facilitated agreements to enhance India's energy exports. 18. Public Health Initiatives: Launched campaigns for safe and clean energy practices. 19. Global Energy Partnerships: Fostered collaborations in the energy sector for security and innovation. 20. Launch of the National Hydrogen Mission: Promoted hydrogen as a clean energy source. 21. Vande Bharat Mission: Led the repatriation of millions of stranded Indians during the pandemic. 22. COVID-19 Response: Maintained supply chains for uninterrupted fuel and energy availability. 23. Support for Startups and Innovations: Encouraged entrepreneurship in energy and aviation sectors. 24. Enhancement of Oil and Gas Exploration: Promoted self-sufficiency in energy resources. 25. Promotion of Alternate Fuels: Advocated for biogas and ethanol usage to support sustainability. 26. Revival of Air India: Played a key role in restoring the national carrier’s operational efficiency. 27. Expansion of LPG Infrastructure: Improved access to clean cooking fuel in rural areas. 28. Skill Development in Aviation: Promoted initiatives to enhance workforce capabilities. 29. Enhancement of Airport Infrastructure: Upgraded airports for better passenger experience. 30. Leadership in Energy Transition Discussions: Influenced sustainable practices in global energy policies. 31. National Biofuel Policy: Promoted the use of biofuels in transportation for energy security. 32. Energy Conservation Building Code (ECBC): Improved energy efficiency in urban buildings. 33. Support for Women Empowerment Initiatives: Focused on increasing women's participation in energy sector leadership. 34. Crisis Management in Diplomacy: Ensured timely evacuation and assistance during international emergencies. 35. Engagement with Non-Aligned Movement: Reinforced India's leadership role among developing nations. 36. Role in Climate Agreements: Actively participated in climate change negotiations, including the Paris Agreement. 37. Promotion of India's Maritime Interests: Advocated for security cooperation in maritime affairs. 38. Promotion of Digital Diplomacy: Utilized technology for enhanced diplomatic outreach. 39. Collaboration with International Organizations: Worked with bodies like the International Energy Agency (IEA) for best practices. 40. Crisis Response During Natural Disasters: Coordinated India's humanitarian aid efforts in response to global crises. 41. Global Leadership in Energy Efficiency: Advocated for international collaboration on energy conservation. 42. Public-Private Partnerships in Energy: Encouraged collaborations to enhance energy infrastructure and investment. 43. Support for Renewable Energy Initiatives: Championed policies for sustainable energy generation and usage. 44. Advancement of Smart City Projects: Promoted urban development with intelligent transport systems. 45. Initiatives for Rural Electrification: Focused on extending electricity access to rural communities. 46. International Recognition: Gained accolades for contributions to energy policy and diplomacy. 47. Leadership in Peacekeeping Operations: Advocated for India's role in UN peacekeeping missions. 48. Participation in International Security Dialogues: Engaged in discussions on global security challenges. 49. Role in Counter-Terrorism Efforts: Strengthened India's position in international counter-terrorism discussions. 50. Engagement with Global Energy Forums: Influenced international energy discussions and policies. 51. Smart City Mission: Played a crucial role in the launch and implementation of the Smart City Mission, focusing on urban innovation. 52. Attracting Foreign Investment: Worked to bring in foreign investments in both the petroleum and aviation sectors. 53. Advocacy for Sustainable Urban Planning: Promoted policies to ensure sustainable urban development and housing. 54. Facilitation of International Cooperation in Urban Development: Engaged with global partners to share best practices in urban planning. 55. Launch of Housing Initiatives for Urban Poor: Developed schemes specifically targeting housing for low-income families. 56. Promotion of Energy-efficient Technologies: Advocated for the adoption of cleaner technologies in the energy sector. 57. Support for Women’s Health Initiatives: Focused on energy access and its impact on women’s health and well-being. 58. Enhancement of India’s Energy Diplomacy: Strengthened relationships with energy-producing nations. 59. Promotion of Research and Development in Energy: Encouraged innovation in energy technology and research. 60. Implementation of Smart Grids: Promoted the development of smart grids for efficient energy distribution. 61. Role in Enhancing Regional Cooperation: Advocated for regional energy cooperation in South Asia. 62. Promoting India’s Energy Security Agenda: Focused on securing India’s energy needs through diverse sources. 63. Collaboration with Industry Leaders: Worked with industry stakeholders to promote sustainable practices. 64. Global Advocacy for Clean Energy Solutions: Represented India’s interests in global clean energy discussions. 65. Promotion of Corporate Responsibility in Energy: Encouraged corporations to adopt sustainable energy practices. 66. Leadership in Urban Mobility Initiatives: Promoted policies to improve public transport and reduce urban congestion. 67. Development of Integrated Transport Systems: Advocated for a multimodal approach to transportation planning. 68. Promotion of Decentralized Energy Solutions: Supported renewable energy projects at the community level. 69. Encouragement of Local Manufacturing in Energy Sector: Advocated for indigenous production of energy technologies. 70. Promotion of Innovative Financing Mechanisms: Supported new financing models for energy projects. 71. Enhancement of Air Safety Standards: Focused on improving safety measures in civil aviation. 72. Promotion of Cargo and Logistics Services: Advocated for the growth of air cargo services to boost trade. 73. Support for Regional Air Connectivity: Strengthened initiatives for connecting underserved regions. 74. Leadership in Aviation Policy Reforms: Worked towards comprehensive reforms in the aviation sector. 75. Development of Aviation Infrastructure: Facilitated investments in airports and aviation facilities. 76. Community Engagement in Energy Projects: Promoted community involvement in renewable energy projects. 77. Support for Energy Access Initiatives: Advocated for projects that increase energy access for marginalized communities. 78. Promoting Sustainable Agriculture Practices: Focused on the role of clean energy in enhancing agricultural productivity. 79. Engagement with Youth on Energy Issues: Promoted awareness among youth regarding energy conservation and sustainability. 80. Support for Skill Development Programs: Encouraged training programs in renewable energy technologies. 81. Advocacy for Climate Action: Continued efforts in addressing climate change and promoting sustainable practices. 82. Promotion of India as an Energy Hub: Positioned India as a central player in the global energy market. 83. Leadership in Global Energy Transitions: Influenced discussions on transitioning to renewable energy sources. 84. Engagement with Multilateral Organizations: Strengthened India’s position in international organizations related to energy. 85. Commitment to National Development Goals: Aligned energy policies with national development objectives. 86. Promotion of Environmental Sustainability: Advocated for policies that balance development with environmental conservation. 87. Support for Technology Transfer: Encouraged collaboration for the transfer of clean technologies to India. 88. Participation in International Forums on Energy: Actively engaged in global dialogues on energy security and sustainability. 89. Role in Disaster Management Initiatives: Contributed to policies that integrate energy management in disaster response. 90. Implementation of Smart Energy Solutions: Advocated for the adoption of smart meters and energy-efficient appliances to enhance energy management. 91. Promotion of Clean Cooking Solutions: Launched initiatives to provide access to clean cooking fuels to reduce health hazards in rural areas. 92. Strengthening of Regulatory Frameworks: Worked on reforms to streamline regulations in the oil and gas sector, enhancing transparency and efficiency. 93. International Collaborations for Renewable Energy: Established partnerships with countries for joint research and development in renewable energy technologies. 94. Advocacy for Energy Efficiency Labels: Promoted the labeling of appliances to encourage consumers to choose energy-efficient products. 95. Engagement in International Climate Finance Discussions: Represented India in dialogues aimed at securing funding for climate change mitigation projects. 96. Promotion of Urban Sustainability Initiatives: Advocated for integrated urban development strategies that focus on sustainability and livability. 97. Support for the Production of Biofuels: Encouraged initiatives to enhance the domestic production of biofuels to achieve energy security. 98. Advancement of Women’s Leadership in Energy: Launched programs to promote women's leadership in the energy 99. Fostering Innovation in Energy Startups: Supported initiatives aimed at nurturing startups in the energy sector through mentorship and funding. 100. Commitment to India’s Energy Independence: Continually worked towards policies that enhance India’s energy independence and reduce reliance on imports and 100+ more. Narendra Modi Amit Shah Office of Hardeep Singh Puri Lakshmi M Puri Ministry of Petroleum and Natural Gas #MoPNG Bharat Petroleum Hindustan Petroleum Corporation Limited GAIL (India) Limited Indian Foreign Service Association BJP गृहमंत्री कार्यालय, HMO India PMO India rasaal dwivedi BJP Delhi Manohar Lal Parshottam Rupala Indian Oil Corp Ltd ChairmanIOC Indian Diplomacy Ministry of Housing and Urban Affairs

Rajashekhar Masna

50,737 views • 1 year ago

$🚨 OPERATIONAL UPDATE: ISRAEL U.S. WAR WITH THE ISLAMIC REPUBLIC - Reporting Window: Last 24 Hours ✳️The war is entering its final phase, but the battlefield is becoming more dangerous, not less. For the first time since the conflict began, the United States has signaled that its objectives against Iran have largely been achieved and that military operations could conclude within 2 to 3 weeks. At the same time, the operational picture tells a more complex story. Strikes inside Iran are intensifying, not slowing. Iran’s responses are becoming less concentrated but more geographically expansive. And across the region, the risk of broader escalation remains very real. This is no longer an open-ended war. It is a race between final military objectives and the risk of wider regional destabilization. ━━━━━━━━━━━━━━━━━━ 🏁 POLITICAL ENDGAME SIGNAL EMERGES President Donald Trump stated that the war could end within weeks, indicating that core objectives have been achieved, including the degradation of Iran’s strategic capabilities and the disruption of its leadership structure. He also signaled that the United States does not intend to remain indefinitely engaged, suggesting that responsibility for securing critical global nfrastructure, particularly the Strait of Hormuz, may shift to regional and international stakeholders. At the same time, tensions with NATO allies are surfacing. Frustration over limited allied participation in the war has raised the possibility of a broader fracture within the Western alliance structure. Parallel reporting indicates that elements within Iran are signaling openness to a ceasefire framework, particularly if maritime access through Hormuz is restored. Taken together, this marks a clear transition: the war now has a defined political end state, even as military operations continue. ━━━━━━━━━━━━━━━━━━ ✈️ FINAL PHASE STRIKE CAMPAIGN INSIDE IRAN The intensity of strikes over the past 24 hours reflects what appears to be end-stage shaping operations. Israeli and US-aligned strikes targeted a wide range of sites across Iran, including weapons production facilities, research and development centers, and critical infrastructure nodes tied to the regime’s military capabilities. Tehran remains a central focus. Approximately twenty military-industrial sites were struck, along with infrastructure at Mehrabad Airport and locations linked to Basij coordination. A senior Quds Force engineering figure, Mahdi Vafaei, was eliminated in a precision strike. His role in developing underground weapons infrastructure across Lebanon and Syria made him a key long-term asset for Iran’s regional military network. Additional strikes hit industrial targets, including steel production facilities and a site identified as supporting materials linked to Iran’s chemical weapons development pipeline. This is not a campaign aimed at symbolic damage. It is a systematic effort to dismantle Iran’s ability to produce, coordinate, and sustain war over time. ━━━━━━━━━━━━━━━━━━ 🎯 IRANIAN RESPONSE AND CIVILIAN IMPACT Iran continues to launch missiles toward Israel, but at a reduced scale compared to earlier phases of the war. Limited salvos were recorded over the past 24 hours, causing injuries and localized damage. One of the most significant developments was the reported use of cluster munitions in central Israel, critically injuring a child and causing multiple casualties. At the same time, Iran appears to be adapting operationally. Rather than attempting large-scale saturation attacks, it is increasingly relying on smaller strikes, drones, and diversified targeting strategies. This does not indicate de-escalation. It reflects an effort to remain operational under sustained pressure. ━━━━━━━━━━━━━━━━━━ 🌍 REGIONAL EXPANSION: THE WAR SPREADS While direct attacks on Israel have become more limited in scale, Iran is expanding the conflict across the region. In the Gulf, infrastructure in Kuwait and Bahrain was struck, including fuel storage facilities at Kuwait International Airport. Fires and damage were reported, adding to a growing pattern of attacks on energy and logistical nodes. A commercial tanker was also struck near Qatar, further extending the conflict into maritime space. These developments mark a continued shift where Iran is targeting not just Israel, but the broader economic and energy architecture of the region. ━━━━━━━━━━━━━━━━━━ 🚢 THE STRAIT OF HORMUZ The strategic center of gravity in this war is now unmistakable. The Strait of Hormuz remains contested, with ongoing disruption to global shipping and energy flows. The United States is actively evaluating options to reopen and secure the waterway, including potential direct military action against Iranian coastal capabilities. At the same time, Gulf states, particularly the UAE, are pushing for a coordinated military effort to ensure the strait is reopened. However, regional positioning remains complex, with some actors balancing public caution and private pressure. Notably, the United States has signaled that it may not take long-term responsibility for securing Hormuz, instead shifting that burden to global stakeholders. The implication is clear: control of Hormuz will determine not only the outcome of the war, but its aftermath. ━━━━━━━━━━━━━━━━━━ 🔥 NORTHERN AND PROXY FRONTS Iran’s proxy network remains active, but increasingly strained. In Lebanon, Israeli strikes continue to target Hezbollah leadership and infrastructure, including the reported elimination of a senior commander in Beirut. Rocket fire persists, but Israeli operations are steadily degrading launch capabilities. In Yemen, the Houthis have formally entered the fight against Israel and are likely contributing to the expanding pattern of regional attacks, including those affecting Gulf infrastructure. Across Iraq and Syria, Iranian-aligned militias remain engaged, while underlying instability continues to create openings for additional actors. This is now a multi-front conflict, but one in which Iran’s network is under pressure across every axis. ━━━━━━━━━━━━━━━━━━ 🧠 WARFARE EVOLUTION A critical and often overlooked development is the role of advanced targeting systems. Israel is employing AI-assisted capabilities to identify threats, prioritize targets, and synchronize strikes across multiple theaters in near real time. This has significantly compressed the operational cycle, allowing for rapid follow-up strikes and reduced recovery time for Iranian forces. The result is a battlefield environment where Iran has less time to act, less time to adapt, and fewer opportunities to rebuild degraded capabilities. ━━━━━━━━━━━━━━━━━━ 📊 THE BIG PICTURE The trajectory of the war is now coming into focus. The United States and Israel are executing a campaign designed to dismantle Iran’s ability to function as a coherent military actor. Iran, in response, is expanding the conflict geographically in an attempt to impose broader costs. At the same time, political signals indicate that the war is approaching a defined end state. Markets are already reacting to this expectation, with oil prices declining and global indices rising on the assumption that the conflict may soon conclude. However, the final phase carries its own risks. As Iran’s conventional capabilities degrade, its reliance on asymmetric and regional tactics is increasing. The decisive question is no longer how the war is fought day to day. It is whether the final objectives can be secured before broader escalation overtakes them. ━━━━━━━━━━━━━━━━━━ 📘 BOOK RECOMMENDATION If you want a deeper understanding of the history, narratives, and strategic realities behind this conflict: Contested Land, Uncontested Truth This book breaks down the ideological, geopolitical, and historical forces that led directly to moments like this, with clarity and evidence. 👉 If you found this report valuable, share it. Follow for daily operational updates.$

🚨 OPERATIONAL UPDATE: ISRAEL U.S. WAR WITH THE ISLAMIC REPUBLIC - Reporting Window: Last 24 Hours ✳️The war is entering its final phase, but the battlefield is becoming more dangerous, not less. For the first time since the conflict began, the United States has signaled that its objectives against Iran have largely been achieved and that military operations could conclude within 2 to 3 weeks. At the same time, the operational picture tells a more complex story. Strikes inside Iran are intensifying, not slowing. Iran’s responses are becoming less concentrated but more geographically expansive. And across the region, the risk of broader escalation remains very real. This is no longer an open-ended war. It is a race between final military objectives and the risk of wider regional destabilization. ━━━━━━━━━━━━━━━━━━ 🏁 POLITICAL ENDGAME SIGNAL EMERGES President Donald Trump stated that the war could end within weeks, indicating that core objectives have been achieved, including the degradation of Iran’s strategic capabilities and the disruption of its leadership structure. He also signaled that the United States does not intend to remain indefinitely engaged, suggesting that responsibility for securing critical global nfrastructure, particularly the Strait of Hormuz, may shift to regional and international stakeholders. At the same time, tensions with NATO allies are surfacing. Frustration over limited allied participation in the war has raised the possibility of a broader fracture within the Western alliance structure. Parallel reporting indicates that elements within Iran are signaling openness to a ceasefire framework, particularly if maritime access through Hormuz is restored. Taken together, this marks a clear transition: the war now has a defined political end state, even as military operations continue. ━━━━━━━━━━━━━━━━━━ ✈️ FINAL PHASE STRIKE CAMPAIGN INSIDE IRAN The intensity of strikes over the past 24 hours reflects what appears to be end-stage shaping operations. Israeli and US-aligned strikes targeted a wide range of sites across Iran, including weapons production facilities, research and development centers, and critical infrastructure nodes tied to the regime’s military capabilities. Tehran remains a central focus. Approximately twenty military-industrial sites were struck, along with infrastructure at Mehrabad Airport and locations linked to Basij coordination. A senior Quds Force engineering figure, Mahdi Vafaei, was eliminated in a precision strike. His role in developing underground weapons infrastructure across Lebanon and Syria made him a key long-term asset for Iran’s regional military network. Additional strikes hit industrial targets, including steel production facilities and a site identified as supporting materials linked to Iran’s chemical weapons development pipeline. This is not a campaign aimed at symbolic damage. It is a systematic effort to dismantle Iran’s ability to produce, coordinate, and sustain war over time. ━━━━━━━━━━━━━━━━━━ 🎯 IRANIAN RESPONSE AND CIVILIAN IMPACT Iran continues to launch missiles toward Israel, but at a reduced scale compared to earlier phases of the war. Limited salvos were recorded over the past 24 hours, causing injuries and localized damage. One of the most significant developments was the reported use of cluster munitions in central Israel, critically injuring a child and causing multiple casualties. At the same time, Iran appears to be adapting operationally. Rather than attempting large-scale saturation attacks, it is increasingly relying on smaller strikes, drones, and diversified targeting strategies. This does not indicate de-escalation. It reflects an effort to remain operational under sustained pressure. ━━━━━━━━━━━━━━━━━━ 🌍 REGIONAL EXPANSION: THE WAR SPREADS While direct attacks on Israel have become more limited in scale, Iran is expanding the conflict across the region. In the Gulf, infrastructure in Kuwait and Bahrain was struck, including fuel storage facilities at Kuwait International Airport. Fires and damage were reported, adding to a growing pattern of attacks on energy and logistical nodes. A commercial tanker was also struck near Qatar, further extending the conflict into maritime space. These developments mark a continued shift where Iran is targeting not just Israel, but the broader economic and energy architecture of the region. ━━━━━━━━━━━━━━━━━━ 🚢 THE STRAIT OF HORMUZ The strategic center of gravity in this war is now unmistakable. The Strait of Hormuz remains contested, with ongoing disruption to global shipping and energy flows. The United States is actively evaluating options to reopen and secure the waterway, including potential direct military action against Iranian coastal capabilities. At the same time, Gulf states, particularly the UAE, are pushing for a coordinated military effort to ensure the strait is reopened. However, regional positioning remains complex, with some actors balancing public caution and private pressure. Notably, the United States has signaled that it may not take long-term responsibility for securing Hormuz, instead shifting that burden to global stakeholders. The implication is clear: control of Hormuz will determine not only the outcome of the war, but its aftermath. ━━━━━━━━━━━━━━━━━━ 🔥 NORTHERN AND PROXY FRONTS Iran’s proxy network remains active, but increasingly strained. In Lebanon, Israeli strikes continue to target Hezbollah leadership and infrastructure, including the reported elimination of a senior commander in Beirut. Rocket fire persists, but Israeli operations are steadily degrading launch capabilities. In Yemen, the Houthis have formally entered the fight against Israel and are likely contributing to the expanding pattern of regional attacks, including those affecting Gulf infrastructure. Across Iraq and Syria, Iranian-aligned militias remain engaged, while underlying instability continues to create openings for additional actors. This is now a multi-front conflict, but one in which Iran’s network is under pressure across every axis. ━━━━━━━━━━━━━━━━━━ 🧠 WARFARE EVOLUTION A critical and often overlooked development is the role of advanced targeting systems. Israel is employing AI-assisted capabilities to identify threats, prioritize targets, and synchronize strikes across multiple theaters in near real time. This has significantly compressed the operational cycle, allowing for rapid follow-up strikes and reduced recovery time for Iranian forces. The result is a battlefield environment where Iran has less time to act, less time to adapt, and fewer opportunities to rebuild degraded capabilities. ━━━━━━━━━━━━━━━━━━ 📊 THE BIG PICTURE The trajectory of the war is now coming into focus. The United States and Israel are executing a campaign designed to dismantle Iran’s ability to function as a coherent military actor. Iran, in response, is expanding the conflict geographically in an attempt to impose broader costs. At the same time, political signals indicate that the war is approaching a defined end state. Markets are already reacting to this expectation, with oil prices declining and global indices rising on the assumption that the conflict may soon conclude. However, the final phase carries its own risks. As Iran’s conventional capabilities degrade, its reliance on asymmetric and regional tactics is increasing. The decisive question is no longer how the war is fought day to day. It is whether the final objectives can be secured before broader escalation overtakes them. ━━━━━━━━━━━━━━━━━━ 📘 BOOK RECOMMENDATION If you want a deeper understanding of the history, narratives, and strategic realities behind this conflict: Contested Land, Uncontested Truth This book breaks down the ideological, geopolitical, and historical forces that led directly to moments like this, with clarity and evidence. 👉 If you found this report valuable, share it. Follow for daily operational updates.

Inside_Israel_Intel

60,835 views • 3 months ago

$MU $SNDK $LITE $VRT NVIDIA and Groq: 2nd and 3rd Order Strategic Infrastructure Effects and Market Implications Public reporting indicates NVIDIA has agreed to acquire Groq for approximately $20,000,000,000 in cash, while excluding Groq’s nascent cloud business from the transaction perimeter. The reported carve-out materially constrains the immediate, direct linkage from the acquisition to incremental, NVIDIA-controlled data center capacity build-out because GroqCloud appears to be the principal channel through which Groq hardware is currently monetized at scale as a service. The infrastructure-market implications therefore depend primarily on post-close product strategy: whether NVIDIA (1) commercializes Groq silicon as a distinct inference product line and drives broad deployment through OEM/ODM channels and partners, (2) uses the acquisition mainly to absorb IP and talent while de-emphasizing standalone Groq hardware volumes, or (3) uses Groq technology to reshape NVIDIA’s own inference systems and networking roadmaps. The dominant transmission mechanism into memory, networking, and facility infrastructure markets is the degree to which NVIDIA shifts incremental inference deployments away from GPU architectures that are tightly coupled to external high-bandwidth memory (HBM) and toward Groq’s current architecture, which emphasizes large on-chip SRAM, deterministic compiler-scheduled execution, and direct chip-to-chip connectivity. Independent and company-published materials describe Groq’s current-generation approach as having no external memory, keeping weights and KV cache on-chip during processing, and requiring model sharding across multiple chips due to limited on-chip SRAM per device. That architectural choice is directionally HBM-negative on a per-accelerator basis and ambiguous for DRAM, NAND, networking, power, and cooling on a per-token basis because the design can reduce memory wall losses and tail-latency overhead while potentially increasing the number of chips and interconnect endpoints required to serve large models and long-context workloads. HBM implications are the most mechanically straightforward but should be framed as second-derivative rather than absolute. If Groq-class inference silicon meaningfully displaces NVIDIA GPU-based inference deployments, incremental HBM bit demand tied to inference growth could be reduced relative to a GPU-only baseline because Groq’s current approach does not appear to attach HBM stacks to each accelerator. However, current market structure suggests HBM remains supply-constrained and is being pulled by multiple vectors including continued GPU training scale and high-capacity inference configurations, with leading suppliers signaling tight conditions extending beyond 2026. In that environment, reduced inference-driven HBM intensity could primarily reallocate scarce HBM supply toward higher-end training and premium inference GPUs rather than creating an outright volume collapse, preserving high utilization of HBM capacity while potentially affecting the slope of pricing power and capacity expansion urgency over a multi-year horizon. The key downside scenario for the HBM complex would be a durable architectural bifurcation where “good-enough” inference shifts disproportionately to HBM-less ASICs across a broad swath of deployments (latency-sensitive, batch-1, cost-per-token optimized), while training remains GPU-HBM dominated; such a split would reduce the portion of future inference compute that naturally monetizes through HBM content and could compress the incremental HBM-per-AI-dollar ratio. The key upside/neutral scenario for HBM is that the supply chain remains fully allocated regardless, with NVIDIA using any “freed” HBM to ship more high-end GPUs into training and long-context inference, especially as roadmaps increase HBM per GPU, sustaining robust aggregate bit demand even if inference becomes more heterogeneous. Conventional DRAM implications split into 2 channels: (1) DRAM wafer capacity diversion into HBM and (2) DDR content per server in AI clusters. Supplier commentary indicates that AI-driven memory demand is supporting elevated DRAM markets more broadly, and HBM production is resource-intensive versus conventional DRAM, tightening supply for DDR products in parallel. A meaningful NVIDIA pivot to an inference architecture that reduces HBM dependence could, at the margin, ease the most acute HBM-driven bottlenecks and allow memory manufacturers more flexibility in balancing DRAM mix, which could be modestly DDR-positive on the supply side (less crowding-out) even if it is DDR-neutral or slightly negative on the demand side (if per-node CPU/DDR requirements decline due to more efficient accelerator utilization). The dominant practical outcome is likely that DDR demand remains supported by broad AI server proliferation and increasing memory footprints at the system level (CPUs, networking stacks, caching layers, retrieval-augmented pipelines), while HBM remains the premium profit pool; therefore, any HBM displacement that increases total server volumes could indirectly keep DDR demand resilient even if DDR per accelerator is not rising materially. NAND flash implications are comparatively indirect and volume-driven rather than architecture-driven. Inference clusters require SSD capacity for model storage, container images, logging, and increasingly for fast local retrieval indices and embedding stores, but the storage footprint per unit of compute is typically smaller than in training pipelines that stage large datasets and checkpoints. If NVIDIA uses Groq to lower inference cost and latency enough to expand the total number of inference deployment locations (regional colocation, enterprise on-prem, sovereign footprints), aggregate SSD attach could rise through geographic fragmentation and replication of model artifacts across more sites, even if per-site storage is modest. The NAND effect is therefore likely to be demand-broadening and mix-positive (datacenter SSDs) but not a primary swing factor versus the macro AI capex cycle and consumer/device cycles. Hard disk drive (HDD) markets should see negligible direct sensitivity because nearline HDD demand is driven by bulk storage and cloud archiving economics, while inference acceleration choices primarily reshape compute and network layers; any HDD benefit would be a tertiary function of overall data center square footage expansion rather than a direct consequence of Groq silicon displacing GPUs. Optical networking implications require separating (1) intra-cluster back-end fabrics that connect accelerators and (2) front-end / data center interconnect (DCI) that connects sites and regions. Groq’s own positioning and third-party reporting suggest scaling beyond a single node or rack relies on high-bandwidth fabrics and, in some described configurations, optical interconnect scaling across hundreds of chips. If NVIDIA commercializes Groq at scale, 2 offsetting forces emerge: lower cost-per-token and improved latency could expand inference throughput and drive more east-west traffic, increasing demand for high-speed switching and optics; conversely, if Groq delivers materially higher utilization and tokens per unit of network bandwidth for certain workloads, the network required per served token could decline. Public NVIDIA materials already indicate an aggressive photonics roadmap aimed at scaling AI factories, including co-packaged optics (CPO) switches and explicit collaboration with Coherent and Lumentum in the silicon photonics supply chain. That linkage is important because it suggests that, independent of Groq, NVIDIA is already pushing optics integration deeper into the switch package to reduce power and increase resiliency; Groq increases the strategic incentive to reduce network power and latency if inference becomes even more distributed and latency-sensitive. For Lumentum and Coherent specifically, the net implication is less about “more optics versus fewer optics” and more about a shift in optics form factor and value capture. Co-packaged optics can reduce reliance on pluggable transceivers in some switch architectures while increasing demand for integrated photonic engines, lasers, fiber attach, packaging processes, and component-level supply. NVIDIA’s own announcements explicitly position Coherent and Lumentum as collaborators in creating the integrated silicon/optics process and supply chain for photonics switches. If Groq accelerates the transition to very large-scale fabrics (more endpoints, higher port speeds, tighter power envelopes), that tends to pull forward CPO adoption and amplifies demand for the underlying photonics components even if the conventional pluggable module TAM is structurally pressured over time. If Groq instead pushes inference toward smaller, more localized pods (closer to users, more regional colocation), that can be optics-positive for DCI and metro connectivity because more sites must be interconnected at high bandwidth with low latency, favoring coherent optics and high-speed interconnect between facilities. The principal risk for optics suppliers is timing and margin structure: a faster move to NVIDIA-driven integrated photonics could concentrate bargaining power and compress margins for commoditized transceiver modules while favoring suppliers with differentiated lasers, integration capability, and qualification depth in NVIDIA’s CPO ecosystem. AEC and copper interconnect implications hinge on whether Groq deployment increases the density of short-reach links inside racks and rows. High-speed copper remains structurally advantaged at very short distances on cost, power, and serviceability, but reaches become constrained as lane speeds and aggregate bandwidth rise, creating a role for active electrical cables (AECs), retimers, and signal-conditioning silicon. Credo explicitly positions its AEC products as enabling reliable lossless 800G connectivity for AI clusters, and the company has highlighted participation at NVIDIA GTC with content focused on extending PCIe/CXL using AECs, indicating relevance to next-generation system topologies that require longer reach and higher signal integrity than passive copper can deliver. If NVIDIA turns Groq into a widely deployed inference card or chassis product, the likely near-term effect is AEC-positive because (1) more inference throughput tends to increase top-of-rack connectivity requirements, (2) distributing inference across more racks and sites increases short-reach links per unit of delivered service, and (3) PCIe-attached accelerator architectures tend to require robust signal conditioning as systems move to PCIe 6.x and beyond. Groq workshop materials explicitly reference GroqCard and GroqNode form factors, reinforcing that PCIe-attached deployment has been central to Groq’s current packaging strategy. The main countervailing risk is that Groq’s deterministic chip-to-chip fabric could be implemented primarily through backplanes and direct board-level connectivity that reduces the need for merchant AECs inside the box; in that case, incremental AEC demand would concentrate more in rack-to-switch and node-to-fabric links rather than within-chassis chip fabrics. Astera Labs implications are connectivity-architecture sensitive and, on balance, skew positive if NVIDIA increases heterogeneity and disaggregation in AI systems. NVIDIA has publicly positioned NVLink Fusion as a pathway for partners to build semi-custom AI infrastructure and has explicitly identified Astera Labs as a partner in that ecosystem, with Astera describing NVLink-related solutions expanding its connectivity platform across PCIe, CXL, and Ethernet plus fleet observability software. A Groq acquisition increases the probability that NVIDIA offers a broader menu of accelerators (training GPUs, inference-focused ASICs) and therefore increases the importance of scalable, high-reliability connectivity, retiming, switching, and telemetry across mixed topologies. If Groq silicon remains PCIe-attached in many deployments, PCIe 6.x retimers/switches and active cable modules become more central, aligning with Astera’s core portfolio. If NVIDIA instead integrates Groq concepts into scale-up fabrics (NVLink-like domains) or uses Groq to expand into inference “appliances” that must be rapidly deployed in colocation environments, the need for standard-compliant, serviceable connectivity with strong RAS/telemetry increases, again aligning with Astera’s positioning. Power equipment and cooling implications for Vertiv and adjacent suppliers should be viewed through the lens of rack power density, cooling modality (air vs liquid), and site deployment model (hyperscale campuses vs distributed colocation/enterprise). Groq claims its LPU and rack designs are “air-cooled by design” and require no complex cooling and power infrastructure, and third-party reporting has described Groq’s approach as relying on parallelism across many lower-power units rather than extreme per-chip performance. If NVIDIA scales Groq as a mainstream inference platform, the mix of data center cooling spend could shift modestly away from the highest-density liquid-cooled racks toward more air-cooled or hybrid deployments, particularly for inference pods placed in existing facilities that cannot easily retrofit for very high rack heat flux. That would be a mix headwind for suppliers most levered exclusively to high-end liquid cooling attachments per rack, but it is not necessarily a volume headwind for Vertiv given the company’s broad exposure to both power and cooling infrastructure and the likelihood that total AI deployment locations expand. Vertiv’s own industry commentary emphasizes that AI racks require higher power-density UPS, batteries, power distribution equipment, and switchgear capable of handling rapid load transients, and that hybrid cooling systems will evolve across deployment environments. Those statements align with a world where inference growth increases the count of powered racks and raises the operational complexity of power delivery even if per-rack density is lower than the most extreme training clusters. The most material infrastructure impact may occur outside the rack and upstream of the data hall: grid interconnects, substations, transformers, switchgear, generators, and utility-scale generation additions. Recent regulatory actions in the U.S. highlight that projected data center demand is already driving large planned increases in electricity generation capacity, underscoring that power availability is a binding constraint. In that context, an inference architecture that lowers joules per token could reduce the power required per unit of inference delivered, but it can also accelerate demand by lowering cost and improving latency, increasing the total volume of inference served (a classic rebound effect). The net outcome is likely continued, elevated demand for power infrastructure even if efficiency improves, with the key swing factor being whether AI capex remains on a multi-year growth trajectory or enters a digestion phase. Other data center infrastructure implications include server/ODM mix, facility design standardization, and networking architecture choices. If NVIDIA positions Groq-based inference as a broadly distributable “standard server + accelerator” solution rather than as an integrated, liquid-cooled rack like GB200 NVL72, spend could shift toward more conventional air-cooled server designs, higher unit volumes of mainstream racks, and faster deployment in colocation footprints, increasing demand for modular power rooms, busways, and rapidly deployable cooling solutions. If NVIDIA instead integrates Groq into its “AI factory” paradigm, the primary effect is likely acceleration of dense back-end fabric build-outs and a faster push toward photonics switching, increasing demand for fiber plant, connectors, and integrated optics supply chains while potentially compressing the lifecycle of transitional architectures based on pluggable optics and mid-reach copper. NVIDIA’s stated roadmap toward co-packaged optics and silicon photonics switches is already oriented toward scaling to very large GPU counts; adding a high-end inference ASIC increases the strategic importance of power-efficient, low-latency fabrics because inference economics become increasingly sensitive to network overhead as compute cost declines. Across the covered segments, the most defensible base case is limited near-term dislocation and a medium-term increase in uncertainty around memory intensity per unit of inference growth. HBM faces the clearest relative risk from an HBM-less inference platform, but supply tightness and GPU training roadmaps reduce the probability of an absolute demand shock over the next 12–24 months. Optical, AEC/copper, and power/cooling are more likely to remain volume-supported because they scale with endpoint count, deployment fragmentation, and total data center footprint, and those tend to rise when inference becomes cheaper and more widely deployed. The highest-conviction second-order effect is a shift in infrastructure mix: incrementally more distributed inference deployments (favoring colocation power/cooling standardization, DCI optics, and serviceable short-reach interconnect) and a gradual migration from pluggable optics toward integrated photonics in back-end fabrics (favoring suppliers positioned in the CPO ecosystem).

$MU $SNDK $LITE $VRT NVIDIA and Groq: 2nd and 3rd Order Strategic Infrastructure Effects and Market Implications Public reporting indicates NVIDIA has agreed to acquire Groq for approximately $20,000,000,000 in cash, while excluding Groq’s nascent cloud business from the transaction perimeter. The reported carve-out materially constrains the immediate, direct linkage from the acquisition to incremental, NVIDIA-controlled data center capacity build-out because GroqCloud appears to be the principal channel through which Groq hardware is currently monetized at scale as a service. The infrastructure-market implications therefore depend primarily on post-close product strategy: whether NVIDIA (1) commercializes Groq silicon as a distinct inference product line and drives broad deployment through OEM/ODM channels and partners, (2) uses the acquisition mainly to absorb IP and talent while de-emphasizing standalone Groq hardware volumes, or (3) uses Groq technology to reshape NVIDIA’s own inference systems and networking roadmaps. The dominant transmission mechanism into memory, networking, and facility infrastructure markets is the degree to which NVIDIA shifts incremental inference deployments away from GPU architectures that are tightly coupled to external high-bandwidth memory (HBM) and toward Groq’s current architecture, which emphasizes large on-chip SRAM, deterministic compiler-scheduled execution, and direct chip-to-chip connectivity. Independent and company-published materials describe Groq’s current-generation approach as having no external memory, keeping weights and KV cache on-chip during processing, and requiring model sharding across multiple chips due to limited on-chip SRAM per device. That architectural choice is directionally HBM-negative on a per-accelerator basis and ambiguous for DRAM, NAND, networking, power, and cooling on a per-token basis because the design can reduce memory wall losses and tail-latency overhead while potentially increasing the number of chips and interconnect endpoints required to serve large models and long-context workloads. HBM implications are the most mechanically straightforward but should be framed as second-derivative rather than absolute. If Groq-class inference silicon meaningfully displaces NVIDIA GPU-based inference deployments, incremental HBM bit demand tied to inference growth could be reduced relative to a GPU-only baseline because Groq’s current approach does not appear to attach HBM stacks to each accelerator. However, current market structure suggests HBM remains supply-constrained and is being pulled by multiple vectors including continued GPU training scale and high-capacity inference configurations, with leading suppliers signaling tight conditions extending beyond 2026. In that environment, reduced inference-driven HBM intensity could primarily reallocate scarce HBM supply toward higher-end training and premium inference GPUs rather than creating an outright volume collapse, preserving high utilization of HBM capacity while potentially affecting the slope of pricing power and capacity expansion urgency over a multi-year horizon. The key downside scenario for the HBM complex would be a durable architectural bifurcation where “good-enough” inference shifts disproportionately to HBM-less ASICs across a broad swath of deployments (latency-sensitive, batch-1, cost-per-token optimized), while training remains GPU-HBM dominated; such a split would reduce the portion of future inference compute that naturally monetizes through HBM content and could compress the incremental HBM-per-AI-dollar ratio. The key upside/neutral scenario for HBM is that the supply chain remains fully allocated regardless, with NVIDIA using any “freed” HBM to ship more high-end GPUs into training and long-context inference, especially as roadmaps increase HBM per GPU, sustaining robust aggregate bit demand even if inference becomes more heterogeneous. Conventional DRAM implications split into 2 channels: (1) DRAM wafer capacity diversion into HBM and (2) DDR content per server in AI clusters. Supplier commentary indicates that AI-driven memory demand is supporting elevated DRAM markets more broadly, and HBM production is resource-intensive versus conventional DRAM, tightening supply for DDR products in parallel. A meaningful NVIDIA pivot to an inference architecture that reduces HBM dependence could, at the margin, ease the most acute HBM-driven bottlenecks and allow memory manufacturers more flexibility in balancing DRAM mix, which could be modestly DDR-positive on the supply side (less crowding-out) even if it is DDR-neutral or slightly negative on the demand side (if per-node CPU/DDR requirements decline due to more efficient accelerator utilization). The dominant practical outcome is likely that DDR demand remains supported by broad AI server proliferation and increasing memory footprints at the system level (CPUs, networking stacks, caching layers, retrieval-augmented pipelines), while HBM remains the premium profit pool; therefore, any HBM displacement that increases total server volumes could indirectly keep DDR demand resilient even if DDR per accelerator is not rising materially. NAND flash implications are comparatively indirect and volume-driven rather than architecture-driven. Inference clusters require SSD capacity for model storage, container images, logging, and increasingly for fast local retrieval indices and embedding stores, but the storage footprint per unit of compute is typically smaller than in training pipelines that stage large datasets and checkpoints. If NVIDIA uses Groq to lower inference cost and latency enough to expand the total number of inference deployment locations (regional colocation, enterprise on-prem, sovereign footprints), aggregate SSD attach could rise through geographic fragmentation and replication of model artifacts across more sites, even if per-site storage is modest. The NAND effect is therefore likely to be demand-broadening and mix-positive (datacenter SSDs) but not a primary swing factor versus the macro AI capex cycle and consumer/device cycles. Hard disk drive (HDD) markets should see negligible direct sensitivity because nearline HDD demand is driven by bulk storage and cloud archiving economics, while inference acceleration choices primarily reshape compute and network layers; any HDD benefit would be a tertiary function of overall data center square footage expansion rather than a direct consequence of Groq silicon displacing GPUs. Optical networking implications require separating (1) intra-cluster back-end fabrics that connect accelerators and (2) front-end / data center interconnect (DCI) that connects sites and regions. Groq’s own positioning and third-party reporting suggest scaling beyond a single node or rack relies on high-bandwidth fabrics and, in some described configurations, optical interconnect scaling across hundreds of chips. If NVIDIA commercializes Groq at scale, 2 offsetting forces emerge: lower cost-per-token and improved latency could expand inference throughput and drive more east-west traffic, increasing demand for high-speed switching and optics; conversely, if Groq delivers materially higher utilization and tokens per unit of network bandwidth for certain workloads, the network required per served token could decline. Public NVIDIA materials already indicate an aggressive photonics roadmap aimed at scaling AI factories, including co-packaged optics (CPO) switches and explicit collaboration with Coherent and Lumentum in the silicon photonics supply chain. That linkage is important because it suggests that, independent of Groq, NVIDIA is already pushing optics integration deeper into the switch package to reduce power and increase resiliency; Groq increases the strategic incentive to reduce network power and latency if inference becomes even more distributed and latency-sensitive. For Lumentum and Coherent specifically, the net implication is less about “more optics versus fewer optics” and more about a shift in optics form factor and value capture. Co-packaged optics can reduce reliance on pluggable transceivers in some switch architectures while increasing demand for integrated photonic engines, lasers, fiber attach, packaging processes, and component-level supply. NVIDIA’s own announcements explicitly position Coherent and Lumentum as collaborators in creating the integrated silicon/optics process and supply chain for photonics switches. If Groq accelerates the transition to very large-scale fabrics (more endpoints, higher port speeds, tighter power envelopes), that tends to pull forward CPO adoption and amplifies demand for the underlying photonics components even if the conventional pluggable module TAM is structurally pressured over time. If Groq instead pushes inference toward smaller, more localized pods (closer to users, more regional colocation), that can be optics-positive for DCI and metro connectivity because more sites must be interconnected at high bandwidth with low latency, favoring coherent optics and high-speed interconnect between facilities. The principal risk for optics suppliers is timing and margin structure: a faster move to NVIDIA-driven integrated photonics could concentrate bargaining power and compress margins for commoditized transceiver modules while favoring suppliers with differentiated lasers, integration capability, and qualification depth in NVIDIA’s CPO ecosystem. AEC and copper interconnect implications hinge on whether Groq deployment increases the density of short-reach links inside racks and rows. High-speed copper remains structurally advantaged at very short distances on cost, power, and serviceability, but reaches become constrained as lane speeds and aggregate bandwidth rise, creating a role for active electrical cables (AECs), retimers, and signal-conditioning silicon. Credo explicitly positions its AEC products as enabling reliable lossless 800G connectivity for AI clusters, and the company has highlighted participation at NVIDIA GTC with content focused on extending PCIe/CXL using AECs, indicating relevance to next-generation system topologies that require longer reach and higher signal integrity than passive copper can deliver. If NVIDIA turns Groq into a widely deployed inference card or chassis product, the likely near-term effect is AEC-positive because (1) more inference throughput tends to increase top-of-rack connectivity requirements, (2) distributing inference across more racks and sites increases short-reach links per unit of delivered service, and (3) PCIe-attached accelerator architectures tend to require robust signal conditioning as systems move to PCIe 6.x and beyond. Groq workshop materials explicitly reference GroqCard and GroqNode form factors, reinforcing that PCIe-attached deployment has been central to Groq’s current packaging strategy. The main countervailing risk is that Groq’s deterministic chip-to-chip fabric could be implemented primarily through backplanes and direct board-level connectivity that reduces the need for merchant AECs inside the box; in that case, incremental AEC demand would concentrate more in rack-to-switch and node-to-fabric links rather than within-chassis chip fabrics. Astera Labs implications are connectivity-architecture sensitive and, on balance, skew positive if NVIDIA increases heterogeneity and disaggregation in AI systems. NVIDIA has publicly positioned NVLink Fusion as a pathway for partners to build semi-custom AI infrastructure and has explicitly identified Astera Labs as a partner in that ecosystem, with Astera describing NVLink-related solutions expanding its connectivity platform across PCIe, CXL, and Ethernet plus fleet observability software. A Groq acquisition increases the probability that NVIDIA offers a broader menu of accelerators (training GPUs, inference-focused ASICs) and therefore increases the importance of scalable, high-reliability connectivity, retiming, switching, and telemetry across mixed topologies. If Groq silicon remains PCIe-attached in many deployments, PCIe 6.x retimers/switches and active cable modules become more central, aligning with Astera’s core portfolio. If NVIDIA instead integrates Groq concepts into scale-up fabrics (NVLink-like domains) or uses Groq to expand into inference “appliances” that must be rapidly deployed in colocation environments, the need for standard-compliant, serviceable connectivity with strong RAS/telemetry increases, again aligning with Astera’s positioning. Power equipment and cooling implications for Vertiv and adjacent suppliers should be viewed through the lens of rack power density, cooling modality (air vs liquid), and site deployment model (hyperscale campuses vs distributed colocation/enterprise). Groq claims its LPU and rack designs are “air-cooled by design” and require no complex cooling and power infrastructure, and third-party reporting has described Groq’s approach as relying on parallelism across many lower-power units rather than extreme per-chip performance. If NVIDIA scales Groq as a mainstream inference platform, the mix of data center cooling spend could shift modestly away from the highest-density liquid-cooled racks toward more air-cooled or hybrid deployments, particularly for inference pods placed in existing facilities that cannot easily retrofit for very high rack heat flux. That would be a mix headwind for suppliers most levered exclusively to high-end liquid cooling attachments per rack, but it is not necessarily a volume headwind for Vertiv given the company’s broad exposure to both power and cooling infrastructure and the likelihood that total AI deployment locations expand. Vertiv’s own industry commentary emphasizes that AI racks require higher power-density UPS, batteries, power distribution equipment, and switchgear capable of handling rapid load transients, and that hybrid cooling systems will evolve across deployment environments. Those statements align with a world where inference growth increases the count of powered racks and raises the operational complexity of power delivery even if per-rack density is lower than the most extreme training clusters. The most material infrastructure impact may occur outside the rack and upstream of the data hall: grid interconnects, substations, transformers, switchgear, generators, and utility-scale generation additions. Recent regulatory actions in the U.S. highlight that projected data center demand is already driving large planned increases in electricity generation capacity, underscoring that power availability is a binding constraint. In that context, an inference architecture that lowers joules per token could reduce the power required per unit of inference delivered, but it can also accelerate demand by lowering cost and improving latency, increasing the total volume of inference served (a classic rebound effect). The net outcome is likely continued, elevated demand for power infrastructure even if efficiency improves, with the key swing factor being whether AI capex remains on a multi-year growth trajectory or enters a digestion phase. Other data center infrastructure implications include server/ODM mix, facility design standardization, and networking architecture choices. If NVIDIA positions Groq-based inference as a broadly distributable “standard server + accelerator” solution rather than as an integrated, liquid-cooled rack like GB200 NVL72, spend could shift toward more conventional air-cooled server designs, higher unit volumes of mainstream racks, and faster deployment in colocation footprints, increasing demand for modular power rooms, busways, and rapidly deployable cooling solutions. If NVIDIA instead integrates Groq into its “AI factory” paradigm, the primary effect is likely acceleration of dense back-end fabric build-outs and a faster push toward photonics switching, increasing demand for fiber plant, connectors, and integrated optics supply chains while potentially compressing the lifecycle of transitional architectures based on pluggable optics and mid-reach copper. NVIDIA’s stated roadmap toward co-packaged optics and silicon photonics switches is already oriented toward scaling to very large GPU counts; adding a high-end inference ASIC increases the strategic importance of power-efficient, low-latency fabrics because inference economics become increasingly sensitive to network overhead as compute cost declines. Across the covered segments, the most defensible base case is limited near-term dislocation and a medium-term increase in uncertainty around memory intensity per unit of inference growth. HBM faces the clearest relative risk from an HBM-less inference platform, but supply tightness and GPU training roadmaps reduce the probability of an absolute demand shock over the next 12–24 months. Optical, AEC/copper, and power/cooling are more likely to remain volume-supported because they scale with endpoint count, deployment fragmentation, and total data center footprint, and those tend to rise when inference becomes cheaper and more widely deployed. The highest-conviction second-order effect is a shift in infrastructure mix: incrementally more distributed inference deployments (favoring colocation power/cooling standardization, DCI optics, and serviceable short-reach interconnect) and a gradual migration from pluggable optics toward integrated photonics in back-end fabrics (favoring suppliers positioned in the CPO ecosystem).

TheValueist

76,046 views • 6 months ago

Behind The Scenes In The Vegas Loop: Inside Elon Musk's The Boring Company Bold Bet On Urban Mobility Hey everyone. Tesla Owners Silicon Valley (Tesla Owners Silicon Valley) here. I recently had the chance to go behind the scenes with Steve Davis, President of The Boring Company, for a deep dive into the Vegas Loop in Las Vegas. This wasn’t a quick photo op. It was a full 47-minute immersion: riding through the LED-lit tunnels in a Tesla, visiting active construction sites with Prufrock boring machines, and hearing directly from Steve about what’s working today, and what’s coming next. I’m posting the full long-form video alongside this recap so you can experience it firsthand. But here’s the readable, “what actually matters” story from the tour. From “Traffic Is Soul-Crushing” To A Working Underground Network The Boring Company was founded in 2016, born of a familiar frustration: gridlocked cities that can’t build fast enough, cheap enough, or with minimal disruption. The premise is simple but ambitious: reinvent tunneling to make it practical infrastructure, not a decade-long mega-project. Las Vegas is where that idea is being tested at real scale. Instead of waiting for buses, shuttles, or rail schedules, the Vegas Loop aims to provide point-to-point trips in Teslas, fast, quiet, and emissions-free, connecting major destinations without the chaos of the Strip above. And after seeing it up close, what stands out most is how operational it already is. This isn’t a render. It’s a functioning system handling real demand, in real conditions, with real riders. What It Feels Like: Fast, Weirdly Fun, And Surprisingly Smooth The “Loop experience” is part transit, part sci-fi. The tunnels are lined with shifting LEDs—purples, greens, yellows—that make the ride feel more like entering a venue than commuting. Trips are short and direct. One example Steve shared: LVCC to Encore in about 85 seconds. But the biggest “wait, that just happened” moment on the tour was Full Self-Driving. FSD Underground (And Onto Surface Streets) We rode in a Model Y running Full Self-Driving (Supervised), which navigated the tunnels smoothly and then transitioned back to surface streets without intervention. Steve’s point wasn’t that autonomy is a cool demo; it’s that autonomy is a force multiplier for throughput, consistency, and future scale. Steve Davis: “Full Self-Driving Supervised is live commercially between LVCC and Encore, watch this: zero interventions as it navigates the tunnels and pops out onto surface streets seamlessly.” Right now, they still operate with safety drivers, but the trajectory is clear: as autonomy matures, the system can move more people with tighter headways and less variability than human-driven operations. The Numbers: “Spiky Demand” Is Where This System Wants To Win Vegas isn’t a steady-demand commuter city. It’s a burst-demand city: conventions, games, concerts, and tourist surges. Steve emphasized that this is exactly where the Loop model shines, because you can scale vehicles dynamically without rebuilding an entire transit line. During CES 2026, the Loop moved 90,000+ passengers, peaking at 6,600+ riders per hour, including 22,000+ trips to/from Resorts World, Encore, and Westgate. That’s on top of 3.5M+ total passengers since 2021. Steve Davis: “We’ve hit over 3 million passengers since 2021, and during CES 2026 alone, we shuttled more than 90,000 people, peaking at 6,600 passengers per hour without a hitch.” And beyond the numbers, there’s a secondary effect people don’t always talk about: for many riders, this is their first time in a Tesla, and it’s an unusually positive first impression. The Airport Connection: A Phased Plan With A Very Clear Endgame Connecting the system to Harry Reid International Airport is the crown jewel, and they’re doing it in phases to deliver value quickly while they work through the harder parts. Phase 1 (Live Now) Limited airport rides are already operating via a mix of tunnels and surface streets from existing stations, including Resorts World, Encore, Westgate, and LVCC. They’re doing roughly 50 test rides per day, and Steve noted 100 of ~130 vehicles are already “airport-ready” with transponders. Phase 2 (Next Couple Months) This is where things get meaningfully faster: a 2.2-mile dual tunnel from Westgate to 4744 Paradise Road, eliminating about two miles of surface traffic and stoplights. New stations are planned at Virgin Hotels, The Boring Company’s apartment complex, the former Gordon Biersch site, and Firefly. Fleet expands to 160 vehicles. Steve Davis: “Phase 2 kicks in soon: a 2.2-mile tunnel to Paradise Road, cutting out those surface miles and stoplights.” Phase 3 Extend to 5032 Palo Verde Road near Terminal 1, further removing surface bottlenecks around Tropicana and University Center. Fleet scales to 250–300 vehicles. Phase 4 (The “Holy Grail”) A direct underground station at the terminals, true curb-to-gate simplicity, fully underground. Steve Davis: “Phase 4 is the holy grail: a direct underground station right at the airport terminals.” The Big Build: 68 Miles, 104 Stations, Privately Funded The long-term vision is expansive: 68 miles of tunnels and 104 stations spanning the Strip, downtown, the stadium, and the airport. Core Strip construction begins this fall, with a 2027 target for that major phase, and further expansion into 2028–2029. Steve emphasized something important here: the funding model. These builds are privately funded, and the cost structure is the entire point: build rapidly and avoid “subway economics.” Steve Davis: “68 miles, 104 stations… all privately funded at about $10M per mile, versus billions for subways.” The Real Workhorses: Prufrock Boring Machines Up Close If the Loop is the user experience, Prufrock is the engine underneath it. Seeing Prufrock at an active dig site is hard to describe unless you’ve stood next to one. It’s enormous, loud, and relentlessly practical. The key advantage is that it changes the setup cost: it can launch from the surface without massive open pits, and it’s designed to move fast, with a long-term target of one mile per week. The machine isn’t just digging; it’s built around an integrated approach to lining, pumping, and maintaining the tunnel environment while staying cost-effective. Challenges They’re Solving In Real Time: Groundwater And Permitting One of the most interesting “myth-busting” moments was hearing Steve talk about tunnel conditions. Despite the desert setting, the tunnels are roughly 30 feet below grade, and in many areas, they’re fully submerged in groundwater, sand, clay, caliche, and water management, all part of the daily reality. Steve Davis: “Tunnels are 30 feet down, fully submerged in groundwater, desert myth busted.” They manage leaks through periodic sealing (foam, maintenance cycles) and now operate with stronger compliance processes for water treatment and disposal. The bigger long-term bottleneck, though, isn’t engineering; it’s approvals. Steve noted they need hundreds of permits (600+), and many can take months. Their push is toward a more streamlined, operator-style approval model, closer to how SpaceX is regulated: certify capability and safety, then execute without rearguing every step. Steve Davis: “Permitting’s the bottleneck… we’re advocating for a SpaceX-style operator license.” Fleet Scaling And The “Robovan” Strategy Right now, the fleet is about 130 Teslas, including Model Ys and Cybertrucks, tuned for tight turns and repeated high-frequency operations. The larger goal is to scale up to 1,200 vehicles as the network grows. And that’s where Robovan (high-occupancy, event-optimized vehicles) becomes strategically important. Steve’s framing was refreshingly clear: cars are more efficient for small groups. Robovans win when you can predict surges, like a Raiders game or a Sphere show, and load high-occupancy vehicles in advance. Steve Davis: “Robovans shine when everyone’s going to the same spot… that’s when you put the high occupancy vehicle in.” What’s Next: Suburbs, Regional Links, And Bigger Swing Ideas After the core network is built, they’re looking at suburban expansions (Henderson, Summerlin) via shorter demo segments first, proving utility for pedestrian and vehicle connectivity. And then Steve hinted at the kind of long-range thinking that gets people excited (and skeptical): longer-distance routes, potentially even Hyperloop concepts like Reno connections, if permitting and economics align. Steve Davis: “Suburbs like Henderson and Summerlin next… long-term? Hyperloop to Reno… private funding makes it doable if permitting catches up.” Final Take: Vegas Is Becoming A Live Testbed For A New Kind Of Transit This tour made one thing very clear: The Boring Company isn’t trying to win the “traditional public transit debate.” They’re trying to change the rules of what’s feasible, building faster, cheaper, and with an experience that people actually want to use. Watching FSD glide through the tunnels, seeing Prufrock tearing through the ground, and hearing the phased plan for the airport and Strip expansion straight from Steve… It’s hard not to feel like Vegas is a real-world preview of what mobility can look like when infrastructure is built like technology. Huge thanks to Steve Davis and The Boring Company team for the access and the time. And keep an eye out, I’m posting the full 47-minute video with this recap so you can see the ride, the sites, and the details for yourself. What do you think, would you ride the Loop instead of sitting in Strip traffic?

Behind The Scenes In The Vegas Loop: Inside Elon Musk's The Boring Company Bold Bet On Urban Mobility Hey everyone. Tesla Owners Silicon Valley (Tesla Owners Silicon Valley) here. I recently had the chance to go behind the scenes with Steve Davis, President of The Boring Company, for a deep dive into the Vegas Loop in Las Vegas. This wasn’t a quick photo op. It was a full 47-minute immersion: riding through the LED-lit tunnels in a Tesla, visiting active construction sites with Prufrock boring machines, and hearing directly from Steve about what’s working today, and what’s coming next. I’m posting the full long-form video alongside this recap so you can experience it firsthand. But here’s the readable, “what actually matters” story from the tour. From “Traffic Is Soul-Crushing” To A Working Underground Network The Boring Company was founded in 2016, born of a familiar frustration: gridlocked cities that can’t build fast enough, cheap enough, or with minimal disruption. The premise is simple but ambitious: reinvent tunneling to make it practical infrastructure, not a decade-long mega-project. Las Vegas is where that idea is being tested at real scale. Instead of waiting for buses, shuttles, or rail schedules, the Vegas Loop aims to provide point-to-point trips in Teslas, fast, quiet, and emissions-free, connecting major destinations without the chaos of the Strip above. And after seeing it up close, what stands out most is how operational it already is. This isn’t a render. It’s a functioning system handling real demand, in real conditions, with real riders. What It Feels Like: Fast, Weirdly Fun, And Surprisingly Smooth The “Loop experience” is part transit, part sci-fi. The tunnels are lined with shifting LEDs—purples, greens, yellows—that make the ride feel more like entering a venue than commuting. Trips are short and direct. One example Steve shared: LVCC to Encore in about 85 seconds. But the biggest “wait, that just happened” moment on the tour was Full Self-Driving. FSD Underground (And Onto Surface Streets) We rode in a Model Y running Full Self-Driving (Supervised), which navigated the tunnels smoothly and then transitioned back to surface streets without intervention. Steve’s point wasn’t that autonomy is a cool demo; it’s that autonomy is a force multiplier for throughput, consistency, and future scale. Steve Davis: “Full Self-Driving Supervised is live commercially between LVCC and Encore, watch this: zero interventions as it navigates the tunnels and pops out onto surface streets seamlessly.” Right now, they still operate with safety drivers, but the trajectory is clear: as autonomy matures, the system can move more people with tighter headways and less variability than human-driven operations. The Numbers: “Spiky Demand” Is Where This System Wants To Win Vegas isn’t a steady-demand commuter city. It’s a burst-demand city: conventions, games, concerts, and tourist surges. Steve emphasized that this is exactly where the Loop model shines, because you can scale vehicles dynamically without rebuilding an entire transit line. During CES 2026, the Loop moved 90,000+ passengers, peaking at 6,600+ riders per hour, including 22,000+ trips to/from Resorts World, Encore, and Westgate. That’s on top of 3.5M+ total passengers since 2021. Steve Davis: “We’ve hit over 3 million passengers since 2021, and during CES 2026 alone, we shuttled more than 90,000 people, peaking at 6,600 passengers per hour without a hitch.” And beyond the numbers, there’s a secondary effect people don’t always talk about: for many riders, this is their first time in a Tesla, and it’s an unusually positive first impression. The Airport Connection: A Phased Plan With A Very Clear Endgame Connecting the system to Harry Reid International Airport is the crown jewel, and they’re doing it in phases to deliver value quickly while they work through the harder parts. Phase 1 (Live Now) Limited airport rides are already operating via a mix of tunnels and surface streets from existing stations, including Resorts World, Encore, Westgate, and LVCC. They’re doing roughly 50 test rides per day, and Steve noted 100 of ~130 vehicles are already “airport-ready” with transponders. Phase 2 (Next Couple Months) This is where things get meaningfully faster: a 2.2-mile dual tunnel from Westgate to 4744 Paradise Road, eliminating about two miles of surface traffic and stoplights. New stations are planned at Virgin Hotels, The Boring Company’s apartment complex, the former Gordon Biersch site, and Firefly. Fleet expands to 160 vehicles. Steve Davis: “Phase 2 kicks in soon: a 2.2-mile tunnel to Paradise Road, cutting out those surface miles and stoplights.” Phase 3 Extend to 5032 Palo Verde Road near Terminal 1, further removing surface bottlenecks around Tropicana and University Center. Fleet scales to 250–300 vehicles. Phase 4 (The “Holy Grail”) A direct underground station at the terminals, true curb-to-gate simplicity, fully underground. Steve Davis: “Phase 4 is the holy grail: a direct underground station right at the airport terminals.” The Big Build: 68 Miles, 104 Stations, Privately Funded The long-term vision is expansive: 68 miles of tunnels and 104 stations spanning the Strip, downtown, the stadium, and the airport. Core Strip construction begins this fall, with a 2027 target for that major phase, and further expansion into 2028–2029. Steve emphasized something important here: the funding model. These builds are privately funded, and the cost structure is the entire point: build rapidly and avoid “subway economics.” Steve Davis: “68 miles, 104 stations… all privately funded at about $10M per mile, versus billions for subways.” The Real Workhorses: Prufrock Boring Machines Up Close If the Loop is the user experience, Prufrock is the engine underneath it. Seeing Prufrock at an active dig site is hard to describe unless you’ve stood next to one. It’s enormous, loud, and relentlessly practical. The key advantage is that it changes the setup cost: it can launch from the surface without massive open pits, and it’s designed to move fast, with a long-term target of one mile per week. The machine isn’t just digging; it’s built around an integrated approach to lining, pumping, and maintaining the tunnel environment while staying cost-effective. Challenges They’re Solving In Real Time: Groundwater And Permitting One of the most interesting “myth-busting” moments was hearing Steve talk about tunnel conditions. Despite the desert setting, the tunnels are roughly 30 feet below grade, and in many areas, they’re fully submerged in groundwater, sand, clay, caliche, and water management, all part of the daily reality. Steve Davis: “Tunnels are 30 feet down, fully submerged in groundwater, desert myth busted.” They manage leaks through periodic sealing (foam, maintenance cycles) and now operate with stronger compliance processes for water treatment and disposal. The bigger long-term bottleneck, though, isn’t engineering; it’s approvals. Steve noted they need hundreds of permits (600+), and many can take months. Their push is toward a more streamlined, operator-style approval model, closer to how SpaceX is regulated: certify capability and safety, then execute without rearguing every step. Steve Davis: “Permitting’s the bottleneck… we’re advocating for a SpaceX-style operator license.” Fleet Scaling And The “Robovan” Strategy Right now, the fleet is about 130 Teslas, including Model Ys and Cybertrucks, tuned for tight turns and repeated high-frequency operations. The larger goal is to scale up to 1,200 vehicles as the network grows. And that’s where Robovan (high-occupancy, event-optimized vehicles) becomes strategically important. Steve’s framing was refreshingly clear: cars are more efficient for small groups. Robovans win when you can predict surges, like a Raiders game or a Sphere show, and load high-occupancy vehicles in advance. Steve Davis: “Robovans shine when everyone’s going to the same spot… that’s when you put the high occupancy vehicle in.” What’s Next: Suburbs, Regional Links, And Bigger Swing Ideas After the core network is built, they’re looking at suburban expansions (Henderson, Summerlin) via shorter demo segments first, proving utility for pedestrian and vehicle connectivity. And then Steve hinted at the kind of long-range thinking that gets people excited (and skeptical): longer-distance routes, potentially even Hyperloop concepts like Reno connections, if permitting and economics align. Steve Davis: “Suburbs like Henderson and Summerlin next… long-term? Hyperloop to Reno… private funding makes it doable if permitting catches up.” Final Take: Vegas Is Becoming A Live Testbed For A New Kind Of Transit This tour made one thing very clear: The Boring Company isn’t trying to win the “traditional public transit debate.” They’re trying to change the rules of what’s feasible, building faster, cheaper, and with an experience that people actually want to use. Watching FSD glide through the tunnels, seeing Prufrock tearing through the ground, and hearing the phased plan for the airport and Strip expansion straight from Steve… It’s hard not to feel like Vegas is a real-world preview of what mobility can look like when infrastructure is built like technology. Huge thanks to Steve Davis and The Boring Company team for the access and the time. And keep an eye out, I’m posting the full 47-minute video with this recap so you can see the ride, the sites, and the details for yourself. What do you think, would you ride the Loop instead of sitting in Strip traffic?

Tesla Owners Silicon Valley

447,027 views • 6 months ago

We weren’t even sure a Budget would be handed down this year, but we already had a fair idea of what would be in it: • a return to deficit on the back of increased spending • increasing debt • election sweeteners and election traps, and • no genuine spending or tax reform. Jim Chalmers – the Treasurer who has never run a business or been employed in the private sector his entire life – has delivered exactly what we expected. Government spending has increased to 786 billion dollars. Gross debt is now over a trillion dollars, rising to 1.2 trillion in just three years. There’s some sweeteners, like more energy rebate money. There’s an election trap for the Coalition: a tax cut worth less than a cup of coffee a week that will still cost the Budget 17 billion dollars. There’s no attempt at genuine spending reform, no waste-cutting, and no tax reform. It’s just more of the same, digging Australia deeper into an abyss, with no attempt to address the causes of our housing and cost-of-living crises. There’s very little to address our growing deficiencies in defence. There’s heaps of exclusive funding for indigenous corporations, again with no accountability for closing the gaps. There’s not much in the way of new infrastructure funding, and nothing for true nation-building. There is no provision for paying off our increasing debt. In summary, it’s just another big-spending Labor Budget that squibs the opportunity for real reform. It’s disappointing, but predictable. It’s time for some real change. It’s time for One Nation’s plan. One Nation’s plan focuses on spending reform that is urgently needed and long overdue. It’s spending reform that is now beyond the capabilities of Labor and the Coalition. The last time we had a glimmer of responsible economic managment was during the Howard years. By 2006, Australia’s net debt had been virtually eliminated by the Howard Government. After that, we had six years of Labor with Wayne Swan and his constant promises of a surplus that were never realised and Australia was another 270 billion dollars in net debt. Then we had nine consecutive Budgets under the Coalition beginning in 2014. It’s worth having a look at the overview for that Budget handed down 10 years ago, when government spending totalled 415 billion dollars. Joe Hockey said that government debt was projected to be 389 billion dollars in 2023-24, and that from the following year we would have surpluses up to 1% of GDP. It didn’t work out that way. Their modelling never does. In the Coalition’s last Budget in 2022-23, government expenses reached 628.5 billion dollars. So much for the Coalition’s claim to be responsible economic managers. And then came the Albanese Labor government, also with the claim to be responsible economic managers. What a complete joke that claim has turned out to be. Spending has now reached 785.7 billion dollars. Gross debt is now over a trillion dollars. It’s a massive figure – one followed by 12 zeroes. That’s a thousand billion, or a million times a million. It’s critical that Australian voters understand this. Labor and the Coalition have collectively borrowed more than a trillion dollars in fewer than 20 years because they are incapable of running Australia within its means. If you ran your household their way, you would lose your house. If you ran your business their way, you would lose your business. Why do Australians keep voting for Labor and the Coalition when they run our country this way? Labor has added another 63 billion dollars of spending in just the past three months. So much of our money has been wasted by these so-called parties of government. One Nation’s policy puts this waste in the bin where it belongs. We will slash wasteful government spending by 90 billion dollars. The first cab off the rank will be the climate change scam. At its most basic, this is a joint policy of Labor and the Coalition to spend taxpayers’ money to make our electricity more expensive. Rising electricity bills have been the only outcome of their collective net-zero madness. Global emissions continue to rise every year because no matter what the major parties tell you, nothing this country can do will make any difference on a planetary scale. We are crippling our own economy, and forcing families into poverty and homelessness, for no environmental benefit to anyone. One Nation’s plan is to abolish the Department of Climate Change and related agencies and programs, saving at least 30 billion dollars a year. We’ll stop subsidising uneconomic renewables and make them compete on a level playing field with cheaper, more reliable energy from coal and gas. We anticipate this will save Australian households and businesses at least 20% on their electricity bills. One Nation’s plan includes the abolition of the National Indigenous Australians Agency, saving 4.5 billion dollars, and an audit of the entire aboriginal industry. This industry has been an absolute failure in closing the gap. It is rife with fraud, corruption and nepotism which prevents indigenous Australians in genuine need receiving assistance while enriching those who need none. We expect to save another eight billion dollars in useless indigenous grants funding. One Nation’s policy goes much farther, and will put an end to unwarranted race-based privilege in Australia. Australians overwhelmingly rejected race-based privilege at the voice to Parliament referendum in 2023. Equal rights for all, and special rights for none, is the only fair approach in a free representative democracy. Under One Nation’s policies no indigenous Australian in genuine need will miss out on assistance, but they will have no more assistance than anyone else in genuine need. You don’t close the gaps by treating Australians differently. You close the gaps by treating all Australians the same, and holding everyone to the same standards. We’re going to dismantle this culture of unwarranted entitlement, naked greed and racial hatred. One Nation’s plan includes restoring the National Disability Insurance Scheme to its original purpose: providing only reasonable and necessary support to Australians with a disability. We support the NDIS and want to ensure it survives. We will review eligibility, introduce means-testing, reduce unsustainable pay rates, and crack down on fraud. One Nation’s plan also includes withdrawing Australia from a range of international bodies and agreements that do not work in Australia’s interests. We must get out of the Paris Agreement. We must withdraw from the World Health Organisation, the World Economic Forum and the International Criminal Court. And we must withdraw from the United Nations and the UN Convention on Refugees. The UN has mutated beyond recognition. It has become a haven and a platform for the worst regimes in the world, legitimising terrorist states, theocracies and dictatorships. It no longer works in Australia’s interests, so there’s no compelling reason to remain part of it. We expect to save at least one billion dollars by getting out of these organisations. We also expect at least another three billion dollars in savings by reducing and redirecting Australia’s foreign aid. Australia must get its own house in order before giving away money to anyone else. We must put Australians first. We will abolish the Therapeutic Goods Administration and roll its essential functions into the Department of Health. We’ll also review about three billion dollars worth of medicines put on the Pharmaceutical Benefits Scheme during the COVID-19 pandemic. One Nation’s plan includes privatising the SBS. There’s no longer any need for taxpayers to fund the SBS. We have the internet now, providing anyone in Australia with the ability to access programming in their language from virtually anywhere. One Nation’s plan also includes getting rid of most of the ABC. There is a case for taxpayers to fund ABC services in Australian markets where commercial media will not operate, as a broadcaster of last resort. There is no longer any compelling case for taxpayers to fund the ABC in larger markets already saturated with media services. If people in these markets want ABC services then they can pay for them, not taxpayers. We expect to save more than a billion dollars from this measure. Our only revenue measure is something else that is long overdue: getting a fair return for our natural gas resources. One Nation’s plan includes raising an additional 13 billion dollars by charging levies at the point of extraction instead of on profits. We will also create a national domestic gas reserve so that Australia no longer faces energy shortages thanks to Labor’s reckless obsession with renewables. By slashing 90 billion dollars in government waste, One Nation liberates resources to pay down Federal debt, invest in nation-building infrastructure and put 40 billion dollars back in Australians’ pockets. One Nation will implement a range of cost-of-living and tax relief measures. These include: • halving the fuel excise to 26 cents per litre for at least 12 months, with an option to extend; • eliminating the excise on alcohol served in hospitality venues; • freezing the increases in the alcohol excise that occur twice a year, and reviewing the excise regime entirely; • exempting insurance premiums from the GST; • allowing couples with at least one dependent child to split incomes and file joint tax returns, saving these families thousands of dollars in tax; • allowing aged and veteran pensioners to earn money working without affecting their pensions; and • lifting the tax-free threshold to 35 thousand dollars for self-funded retirees. Our plan includes additional elements that will put more money back in Australians’ pockets. We’ll crack down on Medicare fraud – estimated to be up to three billion dollars a year – and after a comprehensive review, implement practical measures to improve bulk-billing rates and keep more GPs in the system. One Nation will improve home affordability by exempting basic building materials from the GST for the next five years, for homes valued up to one million dollars. This will also reduce the risk of building and construction companies collapsing. It’s part of our overall policy to address Labor’s housing crisis. With a policy now weakly copied by the major parties, One Nation will ban foreign ownership of residential property to increase housing supply for Australians. To improve affordability, we will also enable superannuation funds to invest part of an individual’s super as equity in the individual’s primary residence. It’s another policy weakly copied by the Coalition but unlike their policy, our policy leaves an individual’s super balance intact. One Nation’s immigration policy will also have a big impact on Labor’s housing crisis. One Nation will cap immigration at 130,000 per year for all visa categories – including foreign students – to substantially reduce housing demand. This represents an effective reduction of 570,000 people a year. High immigration is costing taxpayers; it is not benefitting the economy. It is driving up inflation through high rents and – perversely for a Labor government obsessed with net zero – driving up Australia’s emissions. It is increasing congestion in our cities and impacting on public services. And mainly, it’s driving unprecedented demand for housing. This is forcing more Australians into mortgage stress, rental insecurity and homelessness. It has to stop, and One Nation has the policy that will stop it. We’re the only party with an immigration policy that meets the expectations of the majority of Australians. One Nation is also backing Australia’s farmers in Labor’s undeclared war on the sector. We’ll reverse the ban on live sheep exports. We’ll restore balance to the Murray Darling Basin Plan and let irrigators keep their water. We’ll reduce their energy costs, built more efficient paths to export their produce, and look at better protections against cheap food inports. We’ll also protect farmers’ land and water from foreign ownership. One Nation will also invest in Australia’s future with some real nation-building infrastructure. This includes the Hells Gate Dam in Townsville, scrapped by Labor two years ago, and other water security projects. It includes building on the Inland Rail Project to develop a national rail circuit for freight and passengers. It includes developing a world-class export and import container hub at the Port of Gladstone. It most definitely does not include even one more wind turbine, but we will support low-emissions coal, gas and nuclear energy to power Australia’s future more cheaply and reliably. One Nation is advocating the policies that elevate the interests of Australians over special interests, foreign interests and harmful ideologies. We’re advocating the policies that Australians want. We’re advocating sensible policies that are now being copied by Labor and the Coalition: banning foreign ownership of housing, nuclear energy, cutting alcohol taxes, accessing super to improve home affordability, and auditing the aboriginal industry. One Nation will put 40 billion dollars back in Australians’ pockets, and we’ll fix the causes of the rising cost of living: renewables, high immigration and reckless Labor government spending. One Nation wants to protect our way of life, protect our standard of living, and ensure a prosperous and secure Australian nation – and we’ll do it without imposing more costs and burdens on future generations. Unlike anyone else contesting this election, One Nation’s plan puts Australia and Australians first so make sure you put us first on your ballot paper at this election.

We weren’t even sure a Budget would be handed down this year, but we already had a fair idea of what would be in it: • a return to deficit on the back of increased spending • increasing debt • election sweeteners and election traps, and • no genuine spending or tax reform. Jim Chalmers – the Treasurer who has never run a business or been employed in the private sector his entire life – has delivered exactly what we expected. Government spending has increased to 786 billion dollars. Gross debt is now over a trillion dollars, rising to 1.2 trillion in just three years. There’s some sweeteners, like more energy rebate money. There’s an election trap for the Coalition: a tax cut worth less than a cup of coffee a week that will still cost the Budget 17 billion dollars. There’s no attempt at genuine spending reform, no waste-cutting, and no tax reform. It’s just more of the same, digging Australia deeper into an abyss, with no attempt to address the causes of our housing and cost-of-living crises. There’s very little to address our growing deficiencies in defence. There’s heaps of exclusive funding for indigenous corporations, again with no accountability for closing the gaps. There’s not much in the way of new infrastructure funding, and nothing for true nation-building. There is no provision for paying off our increasing debt. In summary, it’s just another big-spending Labor Budget that squibs the opportunity for real reform. It’s disappointing, but predictable. It’s time for some real change. It’s time for One Nation’s plan. One Nation’s plan focuses on spending reform that is urgently needed and long overdue. It’s spending reform that is now beyond the capabilities of Labor and the Coalition. The last time we had a glimmer of responsible economic managment was during the Howard years. By 2006, Australia’s net debt had been virtually eliminated by the Howard Government. After that, we had six years of Labor with Wayne Swan and his constant promises of a surplus that were never realised and Australia was another 270 billion dollars in net debt. Then we had nine consecutive Budgets under the Coalition beginning in 2014. It’s worth having a look at the overview for that Budget handed down 10 years ago, when government spending totalled 415 billion dollars. Joe Hockey said that government debt was projected to be 389 billion dollars in 2023-24, and that from the following year we would have surpluses up to 1% of GDP. It didn’t work out that way. Their modelling never does. In the Coalition’s last Budget in 2022-23, government expenses reached 628.5 billion dollars. So much for the Coalition’s claim to be responsible economic managers. And then came the Albanese Labor government, also with the claim to be responsible economic managers. What a complete joke that claim has turned out to be. Spending has now reached 785.7 billion dollars. Gross debt is now over a trillion dollars. It’s a massive figure – one followed by 12 zeroes. That’s a thousand billion, or a million times a million. It’s critical that Australian voters understand this. Labor and the Coalition have collectively borrowed more than a trillion dollars in fewer than 20 years because they are incapable of running Australia within its means. If you ran your household their way, you would lose your house. If you ran your business their way, you would lose your business. Why do Australians keep voting for Labor and the Coalition when they run our country this way? Labor has added another 63 billion dollars of spending in just the past three months. So much of our money has been wasted by these so-called parties of government. One Nation’s policy puts this waste in the bin where it belongs. We will slash wasteful government spending by 90 billion dollars. The first cab off the rank will be the climate change scam. At its most basic, this is a joint policy of Labor and the Coalition to spend taxpayers’ money to make our electricity more expensive. Rising electricity bills have been the only outcome of their collective net-zero madness. Global emissions continue to rise every year because no matter what the major parties tell you, nothing this country can do will make any difference on a planetary scale. We are crippling our own economy, and forcing families into poverty and homelessness, for no environmental benefit to anyone. One Nation’s plan is to abolish the Department of Climate Change and related agencies and programs, saving at least 30 billion dollars a year. We’ll stop subsidising uneconomic renewables and make them compete on a level playing field with cheaper, more reliable energy from coal and gas. We anticipate this will save Australian households and businesses at least 20% on their electricity bills. One Nation’s plan includes the abolition of the National Indigenous Australians Agency, saving 4.5 billion dollars, and an audit of the entire aboriginal industry. This industry has been an absolute failure in closing the gap. It is rife with fraud, corruption and nepotism which prevents indigenous Australians in genuine need receiving assistance while enriching those who need none. We expect to save another eight billion dollars in useless indigenous grants funding. One Nation’s policy goes much farther, and will put an end to unwarranted race-based privilege in Australia. Australians overwhelmingly rejected race-based privilege at the voice to Parliament referendum in 2023. Equal rights for all, and special rights for none, is the only fair approach in a free representative democracy. Under One Nation’s policies no indigenous Australian in genuine need will miss out on assistance, but they will have no more assistance than anyone else in genuine need. You don’t close the gaps by treating Australians differently. You close the gaps by treating all Australians the same, and holding everyone to the same standards. We’re going to dismantle this culture of unwarranted entitlement, naked greed and racial hatred. One Nation’s plan includes restoring the National Disability Insurance Scheme to its original purpose: providing only reasonable and necessary support to Australians with a disability. We support the NDIS and want to ensure it survives. We will review eligibility, introduce means-testing, reduce unsustainable pay rates, and crack down on fraud. One Nation’s plan also includes withdrawing Australia from a range of international bodies and agreements that do not work in Australia’s interests. We must get out of the Paris Agreement. We must withdraw from the World Health Organisation, the World Economic Forum and the International Criminal Court. And we must withdraw from the United Nations and the UN Convention on Refugees. The UN has mutated beyond recognition. It has become a haven and a platform for the worst regimes in the world, legitimising terrorist states, theocracies and dictatorships. It no longer works in Australia’s interests, so there’s no compelling reason to remain part of it. We expect to save at least one billion dollars by getting out of these organisations. We also expect at least another three billion dollars in savings by reducing and redirecting Australia’s foreign aid. Australia must get its own house in order before giving away money to anyone else. We must put Australians first. We will abolish the Therapeutic Goods Administration and roll its essential functions into the Department of Health. We’ll also review about three billion dollars worth of medicines put on the Pharmaceutical Benefits Scheme during the COVID-19 pandemic. One Nation’s plan includes privatising the SBS. There’s no longer any need for taxpayers to fund the SBS. We have the internet now, providing anyone in Australia with the ability to access programming in their language from virtually anywhere. One Nation’s plan also includes getting rid of most of the ABC. There is a case for taxpayers to fund ABC services in Australian markets where commercial media will not operate, as a broadcaster of last resort. There is no longer any compelling case for taxpayers to fund the ABC in larger markets already saturated with media services. If people in these markets want ABC services then they can pay for them, not taxpayers. We expect to save more than a billion dollars from this measure. Our only revenue measure is something else that is long overdue: getting a fair return for our natural gas resources. One Nation’s plan includes raising an additional 13 billion dollars by charging levies at the point of extraction instead of on profits. We will also create a national domestic gas reserve so that Australia no longer faces energy shortages thanks to Labor’s reckless obsession with renewables. By slashing 90 billion dollars in government waste, One Nation liberates resources to pay down Federal debt, invest in nation-building infrastructure and put 40 billion dollars back in Australians’ pockets. One Nation will implement a range of cost-of-living and tax relief measures. These include: • halving the fuel excise to 26 cents per litre for at least 12 months, with an option to extend; • eliminating the excise on alcohol served in hospitality venues; • freezing the increases in the alcohol excise that occur twice a year, and reviewing the excise regime entirely; • exempting insurance premiums from the GST; • allowing couples with at least one dependent child to split incomes and file joint tax returns, saving these families thousands of dollars in tax; • allowing aged and veteran pensioners to earn money working without affecting their pensions; and • lifting the tax-free threshold to 35 thousand dollars for self-funded retirees. Our plan includes additional elements that will put more money back in Australians’ pockets. We’ll crack down on Medicare fraud – estimated to be up to three billion dollars a year – and after a comprehensive review, implement practical measures to improve bulk-billing rates and keep more GPs in the system. One Nation will improve home affordability by exempting basic building materials from the GST for the next five years, for homes valued up to one million dollars. This will also reduce the risk of building and construction companies collapsing. It’s part of our overall policy to address Labor’s housing crisis. With a policy now weakly copied by the major parties, One Nation will ban foreign ownership of residential property to increase housing supply for Australians. To improve affordability, we will also enable superannuation funds to invest part of an individual’s super as equity in the individual’s primary residence. It’s another policy weakly copied by the Coalition but unlike their policy, our policy leaves an individual’s super balance intact. One Nation’s immigration policy will also have a big impact on Labor’s housing crisis. One Nation will cap immigration at 130,000 per year for all visa categories – including foreign students – to substantially reduce housing demand. This represents an effective reduction of 570,000 people a year. High immigration is costing taxpayers; it is not benefitting the economy. It is driving up inflation through high rents and – perversely for a Labor government obsessed with net zero – driving up Australia’s emissions. It is increasing congestion in our cities and impacting on public services. And mainly, it’s driving unprecedented demand for housing. This is forcing more Australians into mortgage stress, rental insecurity and homelessness. It has to stop, and One Nation has the policy that will stop it. We’re the only party with an immigration policy that meets the expectations of the majority of Australians. One Nation is also backing Australia’s farmers in Labor’s undeclared war on the sector. We’ll reverse the ban on live sheep exports. We’ll restore balance to the Murray Darling Basin Plan and let irrigators keep their water. We’ll reduce their energy costs, built more efficient paths to export their produce, and look at better protections against cheap food inports. We’ll also protect farmers’ land and water from foreign ownership. One Nation will also invest in Australia’s future with some real nation-building infrastructure. This includes the Hells Gate Dam in Townsville, scrapped by Labor two years ago, and other water security projects. It includes building on the Inland Rail Project to develop a national rail circuit for freight and passengers. It includes developing a world-class export and import container hub at the Port of Gladstone. It most definitely does not include even one more wind turbine, but we will support low-emissions coal, gas and nuclear energy to power Australia’s future more cheaply and reliably. One Nation is advocating the policies that elevate the interests of Australians over special interests, foreign interests and harmful ideologies. We’re advocating the policies that Australians want. We’re advocating sensible policies that are now being copied by Labor and the Coalition: banning foreign ownership of housing, nuclear energy, cutting alcohol taxes, accessing super to improve home affordability, and auditing the aboriginal industry. One Nation will put 40 billion dollars back in Australians’ pockets, and we’ll fix the causes of the rising cost of living: renewables, high immigration and reckless Labor government spending. One Nation wants to protect our way of life, protect our standard of living, and ensure a prosperous and secure Australian nation – and we’ll do it without imposing more costs and burdens on future generations. Unlike anyone else contesting this election, One Nation’s plan puts Australia and Australians first so make sure you put us first on your ballot paper at this election.

Pauline Hanson 🇦🇺

19,738 views • 1 year ago

🚨 OPERATIONAL UPDATE: ISRAEL U.S. WAR WITH THE ISLAMIC REPUBLIC - Reporting Window: LAST 24 HOURS • Iran widened its fire again with a broad evening missile barrage on central Israel and continued attacks across the Gulf, including a drone strike that hit a fuel tank at Kuwait International Airport • Israel intensified strikes across Iran, with reported hits in Tehran, Qazvin and Alborz industrial areas, plus continued pressure on missile infrastructure and launch cells • Hezbollah kept the northern front active, including a direct rocket hit on a building in Kiryat Shmona, while Israel deepened its Lebanon campaign and Katz publicly framed the objective as a security zone up to the Litani • The diplomatic track moved forward, but only in the strangest possible way: Trump says talks are progressing, Iran still publicly denies direct negotiations, and multiple reports now point to JD Vance as Tehran’s preferred American interlocutor • The big picture is unchanged: the war is still live on every major front, but the center of gravity is shifting toward a contest over how it ends, who gets to define victory, and whether the Gulf will stay adjacent to the war or be pulled fully into it The most important thing to understand about the last 24 hours is that this was not a quiet period masked by negotiations. It was the opposite. The battlefield remained active from Tehran to southern Lebanon to Kuwait, even as Washington and Tehran edged further into a murky negotiation channel. That is what gives the last day its character: not de escalation, but simultaneous escalation and diplomacy, both moving at once. Open source reporting reflects the same picture, with repeated indications of strikes in Tehran and Qazvin, attacks near Baghdad airport, a Kuwait airport fuel fire, and a large Iranian barrage toward central Israel late in the window. **Special thanks to Michael W for your continued contribution to the open-source intel picture behind these updates. ━━━━━━━━━━━━━━━━━━ 🚀 IRANIAN MISSILE FIRE ON ISRAEL Iran kept up the pressure on Israel in two different ways over this window. Earlier in the cycle, a cluster warhead strike wounded nine people in Bnei Brak, with additional damage in Petah Tikva, while Hezbollah fire from Lebanon killed a woman near Mahanayim Junction and wounded several more in Kiryat Shmona. Later, near the end of the reporting window, Iran launched another broad barrage toward central Israel, with warnings stretching across Gush Dan, Sharon, Wadi Ara, Samaria, Judea and the Dead Sea region. Open source reporting you provided tracked that second wave in real time, showing how broad the alert footprint was even though initial reports indicated no immediate casualties from that specific evening barrage. This is what stands out operationally: Iran’s missile campaign is not gone, but it looks increasingly built around selective disruption rather than the huge opening barrages of the war. The salvos are still dangerous, still capable of civilian casualties and still capable of producing visually dramatic and politically effective moments, but they are landing against a backdrop of steadily intensifying strikes on Iran’s launch network. That makes each successful hit feel more deliberate and more strategic. ━━━━━━━━━━━━━━━━━━ ✈️ THE AIR CAMPAIGN OVER IRAN KEPT MOVING Israel’s strike campaign inside Iran also remained broad and geographically layered. Reuters reported renewed Israeli strikes as talks were being floated through intermediaries. Open source intelligence adds texture to that by showing repeated reporting from open source channels of impacts in eastern and western Tehran, the Alborz industrial zone in Qazvin province, and additional blasts reported across Khuzestan and other regions. There were also repeated reports of targeted assassination attempts in east Tehran, which fits the broader pattern of not just degrading launchers and production nodes, but also hunting the people tied to them. The color here matters. This no longer looks like a campaign limited to air defenses and obvious military compounds. The picture from the last 24 hours is of a system being pressed from multiple angles at once: missile depots, industrial support zones, launch crews, command elements and regime infrastructure in and around Tehran. Open source reporting reinforces that sense of breadth, especially the repeated references to Qazvin and Alborz secondary explosions and to ongoing heavy activity over Tehran. ━━━━━━━━━━━━━━━━━━ ⚡ THE ENERGY WAR IS STILL HOT The clearest new regional energy development in this window was Kuwait. Reuters reported that a drone attack hit a fuel tank at Kuwait International Airport, causing a fire but no casualties. That matters not because the material damage was catastrophic, but because it again shows Iran or Iran aligned actors reaching directly for civilian and logistical energy infrastructure in Gulf states. This was not an abstract threat anymore. It was a live strike on a functioning international hub. Your outbox tracked the same event quickly and repeatedly, alongside additional open source reporting about nearby attacks and power disruptions in Kuwait. At the same time, the diplomatic and military discussion around the Strait of Hormuz kept shaping everything else. Markets moved on talk of a U.S. proposal and possible hosted talks in Pakistan or Turkey. Oil eased on negotiation optimism, but the underlying structure of the crisis remains the same: Iran still retains the ability to disrupt shipping and energy confidence without fully “closing” the Strait in a formal sense. That is why even modest signs of diplomacy can move oil sharply, and why even a localized drone strike in Kuwait still carries outsized weight. ━━━━━━━━━━━━━━━━━━ 🇱🇧 LEBANON IS NOT A SIDESHOW The northern front kept boiling. Reuters reported that Israel now intends to occupy a swathe of southern Lebanon up to the Litani River, with Defense Minister Israel Katz explicitly describing a “security zone” concept. That is not rhetoric you use if you still think this is a short punitive phase. At the tactical level, Hezbollah continued to demonstrate that it can still impose costs, including a direct rocket hit on a building in Kiryat Shmona and earlier casualties in the north. Meanwhile, open source reporting pointed to Israeli strikes in Nabatieh, Rashidiya, Bchamoun and broader southern Lebanese infrastructure, which matches the picture of sustained pressure rather than episodic retaliation. The broader meaning is straightforward. Israel is signaling that if the Iran war ends inconclusively on the Iranian front, it does not intend to leave Hezbollah’s northern threat structure intact and simply hope for the best. Lebanon is being shaped now as part of the endgame, not just the current fight. ━━━━━━━━━━━━━━━━━━ 🇮🇶 IRAQ STAYED ACTIVE TOO Iraq remained active in the background, but it should not be treated as background noise. Open source intel reporting includes repeated reporting on a targeted U.S. strike on a vehicle near Baghdad airport and continued militia related activity tied to U.S. positions and proxy structures. That comes after the prior cycle’s major strikes on PMF and militia command nodes. It fits the larger pattern we have now seen for weeks: Iraq is not the main theater, but it is still one of the places where the war keeps trying to widen horizontally. ━━━━━━━━━━━━━━━━━━ 🌍 THE NEGOTIATION TRACK GOT STRANGER, NOT CLEARER Trump is still publicly presenting the talks as real progress. Reuters reports that Pakistan conveyed a U.S. proposal, with Pakistan or Turkey possible venues, and that Washington has floated a broader framework dealing with nuclear capability, missiles and proxies. At the same time, Iran continues to publicly deny meaningful direct talks and has toughened its public stance, insisting on guarantees, compensation and no rollback of its missile deterrent. What makes the last 24 hours more interesting is the growing focus on who would even talk for the United States. Times of Israel and Jerusalem Post reporting both indicate that JD Vance is increasingly central to the diplomacy, with Tehran reportedly preferring him over Witkoff and Kushner. The diplomatic track here appears as both real and deeply unstable, with questions about who on the Iranian side actually holds authority and whether Washington is now seeking an end state short of outright regime collapse. That shift matters because it tells us something important: Washington increasingly seems to be searching for an off ramp that still looks like victory, while Israel and Gulf allies appear much less comfortable with ending this war before Iran’s military and proxy architecture are degraded further. That tension is now one of the defining features of the conflict. ━━━━━━━━━━━━━━━━━━ 📌 WHAT MATTERS MOST RIGHT NOW 1️⃣ The war is still fully active across multiple fronts Iran hit central Israel again, Kuwait airport was struck, Lebanon stayed hot and Israel kept pounding targets inside Iran. Negotiations did not replace combat. They were layered on top of it. 2️⃣ The pressure on Iran’s internal military system keeps deepening The accumulating pattern of strikes in Tehran, Qazvin, Alborz and other areas suggests a campaign that is still broadening the target set, not narrowing it. Open source reporting in your files strongly supports that picture. 3️⃣ The diplomatic track is real, but it is not clean Trump is selling progress. Iran is denying direct talks. Vance is becoming more central. And nobody looking at the battlefield would conclude that the war is genuinely close to stopping on its own. ━━━━━━━━━━━━━━━━━━ BOTTOM LINE The last 24 hours painted a clearer picture than some of the recent reporting windows. This is no longer just a war of salvos and counterstrikes. It is now a war over end states. Iran is still trying to prove it can widen the cost map, not just hit Israel but keep the Gulf under pressure too. Israel is still trying to prove that sustained, system level degradation inside Iran can continue even while diplomacy swirls overhead. And Washington is trying to find a formula that can stop the war without looking like it backed down. That is why the reporting feels different now. The battlefield is still violent, but the arguments over how this ends are becoming just as important as the strikes themselves.

🚨 OPERATIONAL UPDATE: ISRAEL U.S. WAR WITH THE ISLAMIC REPUBLIC - Reporting Window: LAST 24 HOURS • Iran widened its fire again with a broad evening missile barrage on central Israel and continued attacks across the Gulf, including a drone strike that hit a fuel tank at Kuwait International Airport • Israel intensified strikes across Iran, with reported hits in Tehran, Qazvin and Alborz industrial areas, plus continued pressure on missile infrastructure and launch cells • Hezbollah kept the northern front active, including a direct rocket hit on a building in Kiryat Shmona, while Israel deepened its Lebanon campaign and Katz publicly framed the objective as a security zone up to the Litani • The diplomatic track moved forward, but only in the strangest possible way: Trump says talks are progressing, Iran still publicly denies direct negotiations, and multiple reports now point to JD Vance as Tehran’s preferred American interlocutor • The big picture is unchanged: the war is still live on every major front, but the center of gravity is shifting toward a contest over how it ends, who gets to define victory, and whether the Gulf will stay adjacent to the war or be pulled fully into it The most important thing to understand about the last 24 hours is that this was not a quiet period masked by negotiations. It was the opposite. The battlefield remained active from Tehran to southern Lebanon to Kuwait, even as Washington and Tehran edged further into a murky negotiation channel. That is what gives the last day its character: not de escalation, but simultaneous escalation and diplomacy, both moving at once. Open source reporting reflects the same picture, with repeated indications of strikes in Tehran and Qazvin, attacks near Baghdad airport, a Kuwait airport fuel fire, and a large Iranian barrage toward central Israel late in the window. **Special thanks to Michael W for your continued contribution to the open-source intel picture behind these updates. ━━━━━━━━━━━━━━━━━━ 🚀 IRANIAN MISSILE FIRE ON ISRAEL Iran kept up the pressure on Israel in two different ways over this window. Earlier in the cycle, a cluster warhead strike wounded nine people in Bnei Brak, with additional damage in Petah Tikva, while Hezbollah fire from Lebanon killed a woman near Mahanayim Junction and wounded several more in Kiryat Shmona. Later, near the end of the reporting window, Iran launched another broad barrage toward central Israel, with warnings stretching across Gush Dan, Sharon, Wadi Ara, Samaria, Judea and the Dead Sea region. Open source reporting you provided tracked that second wave in real time, showing how broad the alert footprint was even though initial reports indicated no immediate casualties from that specific evening barrage. This is what stands out operationally: Iran’s missile campaign is not gone, but it looks increasingly built around selective disruption rather than the huge opening barrages of the war. The salvos are still dangerous, still capable of civilian casualties and still capable of producing visually dramatic and politically effective moments, but they are landing against a backdrop of steadily intensifying strikes on Iran’s launch network. That makes each successful hit feel more deliberate and more strategic. ━━━━━━━━━━━━━━━━━━ ✈️ THE AIR CAMPAIGN OVER IRAN KEPT MOVING Israel’s strike campaign inside Iran also remained broad and geographically layered. Reuters reported renewed Israeli strikes as talks were being floated through intermediaries. Open source intelligence adds texture to that by showing repeated reporting from open source channels of impacts in eastern and western Tehran, the Alborz industrial zone in Qazvin province, and additional blasts reported across Khuzestan and other regions. There were also repeated reports of targeted assassination attempts in east Tehran, which fits the broader pattern of not just degrading launchers and production nodes, but also hunting the people tied to them. The color here matters. This no longer looks like a campaign limited to air defenses and obvious military compounds. The picture from the last 24 hours is of a system being pressed from multiple angles at once: missile depots, industrial support zones, launch crews, command elements and regime infrastructure in and around Tehran. Open source reporting reinforces that sense of breadth, especially the repeated references to Qazvin and Alborz secondary explosions and to ongoing heavy activity over Tehran. ━━━━━━━━━━━━━━━━━━ ⚡ THE ENERGY WAR IS STILL HOT The clearest new regional energy development in this window was Kuwait. Reuters reported that a drone attack hit a fuel tank at Kuwait International Airport, causing a fire but no casualties. That matters not because the material damage was catastrophic, but because it again shows Iran or Iran aligned actors reaching directly for civilian and logistical energy infrastructure in Gulf states. This was not an abstract threat anymore. It was a live strike on a functioning international hub. Your outbox tracked the same event quickly and repeatedly, alongside additional open source reporting about nearby attacks and power disruptions in Kuwait. At the same time, the diplomatic and military discussion around the Strait of Hormuz kept shaping everything else. Markets moved on talk of a U.S. proposal and possible hosted talks in Pakistan or Turkey. Oil eased on negotiation optimism, but the underlying structure of the crisis remains the same: Iran still retains the ability to disrupt shipping and energy confidence without fully “closing” the Strait in a formal sense. That is why even modest signs of diplomacy can move oil sharply, and why even a localized drone strike in Kuwait still carries outsized weight. ━━━━━━━━━━━━━━━━━━ 🇱🇧 LEBANON IS NOT A SIDESHOW The northern front kept boiling. Reuters reported that Israel now intends to occupy a swathe of southern Lebanon up to the Litani River, with Defense Minister Israel Katz explicitly describing a “security zone” concept. That is not rhetoric you use if you still think this is a short punitive phase. At the tactical level, Hezbollah continued to demonstrate that it can still impose costs, including a direct rocket hit on a building in Kiryat Shmona and earlier casualties in the north. Meanwhile, open source reporting pointed to Israeli strikes in Nabatieh, Rashidiya, Bchamoun and broader southern Lebanese infrastructure, which matches the picture of sustained pressure rather than episodic retaliation. The broader meaning is straightforward. Israel is signaling that if the Iran war ends inconclusively on the Iranian front, it does not intend to leave Hezbollah’s northern threat structure intact and simply hope for the best. Lebanon is being shaped now as part of the endgame, not just the current fight. ━━━━━━━━━━━━━━━━━━ 🇮🇶 IRAQ STAYED ACTIVE TOO Iraq remained active in the background, but it should not be treated as background noise. Open source intel reporting includes repeated reporting on a targeted U.S. strike on a vehicle near Baghdad airport and continued militia related activity tied to U.S. positions and proxy structures. That comes after the prior cycle’s major strikes on PMF and militia command nodes. It fits the larger pattern we have now seen for weeks: Iraq is not the main theater, but it is still one of the places where the war keeps trying to widen horizontally. ━━━━━━━━━━━━━━━━━━ 🌍 THE NEGOTIATION TRACK GOT STRANGER, NOT CLEARER Trump is still publicly presenting the talks as real progress. Reuters reports that Pakistan conveyed a U.S. proposal, with Pakistan or Turkey possible venues, and that Washington has floated a broader framework dealing with nuclear capability, missiles and proxies. At the same time, Iran continues to publicly deny meaningful direct talks and has toughened its public stance, insisting on guarantees, compensation and no rollback of its missile deterrent. What makes the last 24 hours more interesting is the growing focus on who would even talk for the United States. Times of Israel and Jerusalem Post reporting both indicate that JD Vance is increasingly central to the diplomacy, with Tehran reportedly preferring him over Witkoff and Kushner. The diplomatic track here appears as both real and deeply unstable, with questions about who on the Iranian side actually holds authority and whether Washington is now seeking an end state short of outright regime collapse. That shift matters because it tells us something important: Washington increasingly seems to be searching for an off ramp that still looks like victory, while Israel and Gulf allies appear much less comfortable with ending this war before Iran’s military and proxy architecture are degraded further. That tension is now one of the defining features of the conflict. ━━━━━━━━━━━━━━━━━━ 📌 WHAT MATTERS MOST RIGHT NOW 1️⃣ The war is still fully active across multiple fronts Iran hit central Israel again, Kuwait airport was struck, Lebanon stayed hot and Israel kept pounding targets inside Iran. Negotiations did not replace combat. They were layered on top of it. 2️⃣ The pressure on Iran’s internal military system keeps deepening The accumulating pattern of strikes in Tehran, Qazvin, Alborz and other areas suggests a campaign that is still broadening the target set, not narrowing it. Open source reporting in your files strongly supports that picture. 3️⃣ The diplomatic track is real, but it is not clean Trump is selling progress. Iran is denying direct talks. Vance is becoming more central. And nobody looking at the battlefield would conclude that the war is genuinely close to stopping on its own. ━━━━━━━━━━━━━━━━━━ BOTTOM LINE The last 24 hours painted a clearer picture than some of the recent reporting windows. This is no longer just a war of salvos and counterstrikes. It is now a war over end states. Iran is still trying to prove it can widen the cost map, not just hit Israel but keep the Gulf under pressure too. Israel is still trying to prove that sustained, system level degradation inside Iran can continue even while diplomacy swirls overhead. And Washington is trying to find a formula that can stop the war without looking like it backed down. That is why the reporting feels different now. The battlefield is still violent, but the arguments over how this ends are becoming just as important as the strikes themselves.

Inside_Israel_Intel

23,818 views • 3 months ago

$NVDA $GFS NVIDIA’s reported agreement to acquire Groq for $20B in cash (per CNBC, amplified via Reuters and other wire coverage) represents a materially different strategic posture than NVIDIA’s prior M&A pattern, given both the headline size (largest reported NVIDIA acquisition to date) and the unusual carve-out that Groq’s early-stage cloud business would not be included. Public reporting indicates the information originated from Alex Davis, CEO of Disruptive (lead investor in Groq’s latest financing), and that neither NVIDIA nor Groq had issued an immediate confirmation at the time of publication. The same reporting frames the transaction as coming together quickly, only months after Groq raised $750M at a ~$6.9B valuation, and highlights Groq’s positioning as a high-performance inference chip vendor founded by ex-Google TPU engineers. Groq is best understood as a vertically integrated inference acceleration company whose core asset is an application-specific processor optimized for deterministic, low-latency execution of transformer-style workloads, paired with a compiler-led software stack and a distribution layer (GroqCloud) designed to reduce developer friction via OpenAI-compatible APIs and integrations. Groq brands its architecture as a Language Processing Unit (LPU) and consistently emphasizes that the design target is inference, not training. The company’s own architecture description centers on 1-core execution, large on-chip SRAM used as primary storage (explicitly not cache), a custom compiler that statically schedules compute and communication, and direct chip-to-chip connectivity intended to coordinate multi-chip execution without relying on conventional caching hierarchies or dynamic runtime scheduling. The technical premise is a deliberate inversion of the conventional GPU approach. GPUs deliver throughput via massively parallel, multi-core execution with dynamic scheduling, complex memory hierarchies, and heavy reliance on off-chip HBM bandwidth and sophisticated runtime/kernel optimization. Groq instead argues that inference bottlenecks are driven by latency variance (tail latency), synchronization overhead, and memory access unpredictability inherent in dynamically scheduled, cache-heavy architectures, particularly when workloads are latency sensitive and batch sizes cannot be inflated. Groq’s solution is to move “control” into the compiler: the full execution graph and inter-chip communication schedule are computed ahead of time down to clock-cycle granularity, with deterministic execution designed to reduce run-to-run variance. In Groq’s framing, the removal of caches, reorder buffers, speculative execution overhead, and other sources of contention enables predictable latency and high utilization without per-model kernel engineering typical of GPU tuning cycles. A critical nuance is that Groq’s determinism is not merely a software claim; it is tightly coupled to architectural constraints and system design choices that trade flexibility for predictability. Third-party technical commentary indicates Groq’s chip uses a fully deterministic VLIW-style approach with minimal buffering, no external memory, and heavy dependence on sharding models across many chips because on-chip SRAM capacity is limited. SemiAnalysis describes a ~725 mm^2 die on GlobalFoundries 14nm with ~230MB of SRAM and notes that “no useful models” fit on a single chip, forcing multi-chip partitioning for modern LLMs and driving a system-level design where networking and compilation are first-class scheduling problems rather than ancillary infrastructure. This is consistent with Groq’s own messaging that tensor parallelism across chips is a primary design goal, enabled by large on-chip SRAM and compile-time coordination of compute plus interconnect. The on-chip SRAM emphasis is central to Groq’s latency story and also its most constraining trade-off. Groq claims on-chip SRAM bandwidth “upwards of 80 TB/s” and contrasts that with off-chip HBM bandwidth “about 8 TB/s,” asserting a potential 10x advantage from bandwidth plus reduced trips across chip-to-memory boundaries. While these comparisons are marketing-oriented and depend on workload specifics, the architectural implication is clear: Groq prioritizes ultra-fast local weight/activation access and then scales capacity by adding chips, not by attaching large off-chip memory pools. This design can reduce latency for sequential inference layers and minimize unpredictable stalls, but it pushes complexity into partitioning strategy, interconnect topology, and compiler scheduling, and it increases the number of chips needed for very large parameter counts and large KV-cache footprints. Groq also highlights numeric formats and compiler-driven precision management as a performance lever. In its 2025 technical blog, Groq describes “TruePoint numerics,” including 100-bit intermediate accumulation and selective quantization choices (FP32 for attention-sensitive operations, block floating point for MoE weights, FP8 storage in error-tolerant layers), and claims 2-4x speedups versus BF16 without measurable accuracy degradation on benchmarks such as MMLU and HumanEval. Even if the absolute uplift is workload dependent, the strategic point is that Groq is pursuing performance via end-to-end co-design: precision policy is not just hardware capability (FP8/BF16) but compiler-enforced mapping of precision to error sensitivity, which can matter materially for inference cost-per-token if it reduces memory traffic and boosts throughput without forcing aggressive, accuracy-damaging quantization. Independent performance datapoints indicate Groq has been credible on latency-oriented inference speed, at least for certain regimes. EE Times reported in 2023 that Groq demonstrated Llama-2 70B inference at ~240 tokens/s per user on a cloud-based dev system described as 10 racks and 64 chips, using the company’s 1st-gen silicon introduced several years earlier. Separate Groq commentary around independent benchmarking cites results showing ~241 tokens/s throughput and ~0.8s time to receive 100 output tokens for a Llama-2 70B API configuration, positioning the platform as a step-change in “available speed” for certain interactive use cases. These figures do not settle total cost-of-ownership versus GPUs or hyperscaler ASICs, but they establish that Groq’s system-level architecture can deliver strong single-user throughput and latency on large models when properly partitioned and scheduled. GroqCloud is the commercial wrapper that packages this hardware/software stack as “tokens-as-a-service,” aiming to make Groq adoption feel like switching API endpoints rather than adopting new silicon. Groq’s documentation states its API is designed to be “mostly compatible” with OpenAI client libraries, and its pricing page provides model-specific token rates, published speeds (tokens/s), prompt caching discounts, and batch processing discounts. For example, pricing lists inputs as low as $0.05 per 1M tokens and outputs as low as $0.08 per 1M tokens for certain smaller LLM configurations, with higher prices for larger models and long-context or MoE variants; it also advertises prompt caching with a 50% discount on cached input tokens for certain models and a batch API offering 50% lower cost for asynchronous processing windows. These mechanics are economically important because they demonstrate Groq’s go-to-market is not simply “sell chips,” but “sell predictable unit economics per token,” with tooling (batch, caching) that directly targets inference cost drivers (reused prompts, throughput smoothing, and asynchronous workloads). The cloud footprint and distribution partnerships indicate Groq has been building an inference-native “edge within the cloud” strategy rather than competing head-on with hyperscalers on breadth of services. A 2025 Groq newsroom release describes a European deployment in Helsinki with Equinix, positioned as latency reduction and data governance for European customers, and explicitly references Equinix Fabric enabling private connectivity to GroqCloud over public, private, or sovereign infrastructure. The same release enumerates additional capacity in the U.S. (Equinix, DataBank), Canada (Bell Canada), and Saudi Arabia (HUMAIN), and states these sites collectively served more than 20M tokens/s across Groq’s global network at that time. That supply-side metric matters because it provides a directional sense that Groq is scaling capacity as a network, not merely as a chip vendor. Customer disclosure is inherently limited because Groq is private and many enterprise deployments are not public, but Groq’s marketing materials and partnerships provide signals about demand vectors. The company’s public website displays logos of large consumer and enterprise brands (e.g., Dropbox, Vercel, Chevron, Volkswagen, Canva, Robinhood, Riot Games, Workday, Ramp) and includes a published customer quote claiming a 7.41x chat speed increase and an 89% cost reduction after moving to GroqCloud, followed by a tripling of token consumption. While marketing claims should be treated as case-specific and not generalized, they indicate that Groq is targeting both AI-native developers (who measure success by latency and cost-per-token) and enterprise buyers (who care about predictable performance and governance). Supplier and dependency mapping for Groq spans 3 layers: silicon production, system integration, and cloud infrastructure. On silicon, third-party analysis indicates GlobalFoundries 14nm for the 1st-gen Groq chip, implying a supply chain less constrained by the most capacity-tight leading-edge nodes and advanced packaging bottlenecks that dominate high-end GPU supply (HBM stacks, CoWoS-type packaging constraints). If accurate, this is strategically meaningful because it suggests Groq capacity expansion could be gated more by conventional wafer supply, board assembly, and data center power than by the same HBM/advanced packaging scarcity that has constrained top-tier GPU ramp cycles. On systems and cloud, Groq’s own releases identify colocation and connectivity partners (Equinix, DataBank, Bell Canada) and a Middle East partner (HUMAIN), implying dependencies on data center real estate, power availability, and network connectivity, alongside procurement of standard server components, NICs/switching, racks, and cooling infrastructure. The Groq design narrative also emphasizes air cooling and reduced need for complex power/cooling infrastructure, which—if realized in deployments—can widen the set of feasible hosting locations and lower deployment friction relative to liquid-cooled, very high power density GPU racks. Against that backdrop, the strategic rationale for NVIDIA acquiring Groq can be framed as a set of overlapping objectives: inference silicon optionality, architectural hedging, competitive defense, and supply chain diversification, with the carve-out of GroqCloud signaling a preference to avoid direct cloud competition and to focus on IP and product portfolio control rather than operating a capital-intensive token-serving business. The deal, if confirmed, would occur at a valuation step-up of ~190% versus Groq’s reported ~$6.9B private valuation in the September $750M round, reinforcing that any acquisition logic would be predominantly strategic rather than a conventional financial multiple arbitrage. The most compelling strategic driver is inference. Training has historically been the center of gravity for cutting-edge GPU demand, but inference volume is structurally larger and more distributed as deployments scale, with economics dominated by cost-per-token, latency guarantees, and utilization under spiky demand. Inference workloads also create a strategic vulnerability for NVIDIA: hyperscalers and large platforms can justify bespoke ASICs (TPU, Trainium/Inferentia, Maia-class efforts) because inference is stable, repeatable, and can amortize software investment at massive scale. Groq’s core proposition—deterministic, compiler-scheduled inference with predictable latency—aligns directly with the segment where GPU generality is least valued and where “good enough” programmability plus superior unit economics can win share. Acquiring Groq would allow NVIDIA to own a credible inference-native architecture rather than relying solely on GPUs and software optimization to defend that segment. Competitive defense logic is also plausible. Groq occupies a specific competitive wedge: low-latency, high-throughput interactive inference, delivered via a simple API abstraction that reduces switching cost. That wedge directly pressures GPU inference margins in the long run because it makes inference price/performance comparisons more transparent at the token level, and it targets a developer persona that historically defaulted to CUDA-first ecosystems. Even if NVIDIA’s current-generation systems can achieve very high tokens/s per user with extensive optimization, the strategic risk is that competing architectures normalize the idea that inference is best served by special-purpose silicon with a simpler programming model, weakening CUDA lock-in at the application layer. NVIDIA has actively demonstrated that Blackwell-era systems can exceed 1,000 tokens/s per user in benchmarked configurations, but that performance leadership does not automatically translate to lowest cost-per-token across the full range of batch sizes, latency targets, and deployment environments. Groq’s existence as a credible alternative architecture forces NVIDIA to keep defending inference economics rather than only raw performance leadership. The “technology acquisition” rationale is unusually strong in this specific case because Groq’s differentiator is not a single block of silicon IP but an end-to-end methodology: compiler-led static scheduling, deterministic networking, and a system architecture designed around tensor-parallel inference rather than throughput-maximizing batch inference. NVIDIA’s stack is already compiler-heavy (TensorRT, Triton, CUDA graphs, kernel fusion, speculative decoding techniques), but GPUs remain dynamically scheduled devices with complex memory hierarchies and stochastic latency behaviors under contention. Groq’s approach provides an alternate design point: treating the entire inference execution (compute plus communication) as a statically schedulable program. In principle, that IP could be valuable even if Groq silicon itself is not adopted at massive scale, because it can inform how NVIDIA builds future inference-optimized products, compilers, and networking fabrics, especially as distributed inference with large models makes communication a first-order performance determinant. Supply chain diversification is a non-obvious but potentially important driver. If Groq’s mainstream product generation is truly based on a mature process node and avoids HBM, then the scaling constraints look different than those of state-of-the-art GPUs. NVIDIA’s ability to meet incremental demand has been tightly coupled to advanced packaging and HBM supply, and those constraints can remain binding even when wafer supply is available. An inference ASIC architecture that relies primarily on on-chip SRAM and scales by adding chips—while not costless—could reduce dependence on HBM availability and advanced packaging capacity, enabling NVIDIA to ship “inference capacity” in higher absolute volumes or into geographies and customer segments where the highest-end GPUs are economically or logistically difficult to deploy. This could be particularly relevant for latency-sensitive inference deployed in regional colocation footprints rather than centralized hyperscale campuses. The carve-out of GroqCloud, if accurate, is itself a strategic signal about NVIDIA’s priorities. Operating a token-serving cloud at scale is capital intensive, structurally lower margin than silicon IP rents, and creates channel conflict with hyperscalers and CSP partners who are core NVIDIA customers. NVIDIA has generally positioned its cloud offerings through partnerships rather than as a direct hyperscale competitor. Excluding GroqCloud would preserve neutrality with CSPs and avoid inheriting multi-region data residency obligations and partner contracts, while still allowing NVIDIA to acquire Groq’s silicon, compiler technology, and engineering talent. At the same time, excluding GroqCloud would also mean NVIDIA would not automatically acquire the commercial proof-point of Groq’s unit economics or the customer contracts that validate product-market fit at scale, increasing the importance of diligence on whether Groq’s cloud pricing is structurally profitable or partially subsidized by fundraising. There is also a “preemptive acquisition” angle. The reporting identifies recent investors in Groq’s latest round including large financial institutions and strategic/industry players. In that context, Groq represents an asset that could plausibly have been acquired by a competitor (AMD/Intel) or by a hyperscaler seeking to accelerate inference independence. NVIDIA acquiring Groq could be a defensive move to prevent a credible inference-native architecture from being weaponized by a rival with deep distribution. Even if GroqCloud is carved out, controlling the silicon roadmap and compiler IP would meaningfully constrain Groq’s ability to evolve into a standalone competitor, unless the carved-out entity retains long-term rights to the hardware and software stack. However, the strategic case is not one-sided; there are meaningful risks and potential contradictions that would need to be reconciled for the transaction to be value-accretive on a multi-year horizon. 1st, Groq’s architecture appears to rely on scaling out chip count to achieve capacity, which introduces system cost, networking complexity, and physical footprint considerations. The absence of external memory and limited on-chip SRAM implies very large models require substantial chip parallelism, and the economics then depend heavily on chip cost, yield, power efficiency, and interconnect overhead. SemiAnalysis explicitly frames Groq as trading space for time and raises questions about token economics and whether publicly advertised pricing reflects fully loaded costs or market share capture. 2nd, integration risk is non-trivial. Groq’s compiler-led deterministic model is philosophically and practically different from CUDA’s dominant programming and execution model. A poorly executed integration could create internal product confusion, dilute engineering focus, or alienate developers if the combined stack fragments. 3rd, there is cannibalization risk. If Groq-class inference silicon undercuts GPU inference economics, NVIDIA could face internal margin trade-offs, even if the goal is to defend share against hyperscaler ASICs. Cannibalization can still be rational if it prevents larger share loss, but it would require crisp portfolio segmentation and go-to-market discipline. The presence of NVIDIA’s own rapidly improving inference performance complicates the “need” for Groq but does not eliminate the “option value.” NVIDIA has demonstrated benchmark-leading tokens/s per user on Blackwell-based systems, suggesting that raw interactive throughput is not necessarily the limiting factor for NVIDIA’s product line. The more enduring strategic question is unit economics and architectural control: whether future inference demand is better monetized through general-purpose GPUs plus software optimization, or whether a bifurcated product portfolio (training GPUs plus inference-native ASICs) becomes necessary to defend total AI compute wallet share as hyperscaler ASIC penetration increases. Acquiring Groq could be a decisive move to ensure NVIDIA participates in both regimes rather than betting exclusively on GPUs to win inference forever. What is “special” about Groq’s technology relative to a typical accelerator roadmap is the tight coupling of determinism, compilation, and networking into a single scheduling problem. The LPU narrative emphasizes deterministic compute and networking, static scheduling, and direct chip-to-chip coordination that allows “hundreds” (more precisely, 100s) of chips to behave like a single scheduled resource. The architecture also explicitly targets tensor-parallel, latency-optimized distribution rather than pure data-parallel throughput scaling, which matters for real-time applications where a single response must arrive quickly rather than many requests being processed in bulk. The implication is that Groq is optimized for the time-to-first-token and steady token streaming behavior that defines user experience in interactive LLMs, and it attempts to achieve that without relying on large batch sizes that can degrade latency. From a portfolio manager’s perspective, the most important interpretation is that an NVIDIA-Groq combination would likely be less about “NVIDIA needs more inference speed” and more about controlling the architectural trajectory of inference acceleration and removing a fast-improving, developer-friendly competitor from the market. The carve-out of GroqCloud would reinforce that the transaction is aimed at IP, talent, and product optionality, not acquiring a cloud revenue stream. The valuation step-up implied by $20B versus $6.9B would therefore be justified only if the acquired assets materially reduce long-term competitive risk (hyperscaler ASIC displacement, inference margin compression) or enable new monetization vectors (inference ASIC product line, supply chain de-bottlenecking, improved software determinism) that would be difficult to achieve on a comparable timeline via internal R&D.

$NVDA $GFS NVIDIA’s reported agreement to acquire Groq for $20B in cash (per CNBC, amplified via Reuters and other wire coverage) represents a materially different strategic posture than NVIDIA’s prior M&A pattern, given both the headline size (largest reported NVIDIA acquisition to date) and the unusual carve-out that Groq’s early-stage cloud business would not be included. Public reporting indicates the information originated from Alex Davis, CEO of Disruptive (lead investor in Groq’s latest financing), and that neither NVIDIA nor Groq had issued an immediate confirmation at the time of publication. The same reporting frames the transaction as coming together quickly, only months after Groq raised $750M at a ~$6.9B valuation, and highlights Groq’s positioning as a high-performance inference chip vendor founded by ex-Google TPU engineers. Groq is best understood as a vertically integrated inference acceleration company whose core asset is an application-specific processor optimized for deterministic, low-latency execution of transformer-style workloads, paired with a compiler-led software stack and a distribution layer (GroqCloud) designed to reduce developer friction via OpenAI-compatible APIs and integrations. Groq brands its architecture as a Language Processing Unit (LPU) and consistently emphasizes that the design target is inference, not training. The company’s own architecture description centers on 1-core execution, large on-chip SRAM used as primary storage (explicitly not cache), a custom compiler that statically schedules compute and communication, and direct chip-to-chip connectivity intended to coordinate multi-chip execution without relying on conventional caching hierarchies or dynamic runtime scheduling. The technical premise is a deliberate inversion of the conventional GPU approach. GPUs deliver throughput via massively parallel, multi-core execution with dynamic scheduling, complex memory hierarchies, and heavy reliance on off-chip HBM bandwidth and sophisticated runtime/kernel optimization. Groq instead argues that inference bottlenecks are driven by latency variance (tail latency), synchronization overhead, and memory access unpredictability inherent in dynamically scheduled, cache-heavy architectures, particularly when workloads are latency sensitive and batch sizes cannot be inflated. Groq’s solution is to move “control” into the compiler: the full execution graph and inter-chip communication schedule are computed ahead of time down to clock-cycle granularity, with deterministic execution designed to reduce run-to-run variance. In Groq’s framing, the removal of caches, reorder buffers, speculative execution overhead, and other sources of contention enables predictable latency and high utilization without per-model kernel engineering typical of GPU tuning cycles. A critical nuance is that Groq’s determinism is not merely a software claim; it is tightly coupled to architectural constraints and system design choices that trade flexibility for predictability. Third-party technical commentary indicates Groq’s chip uses a fully deterministic VLIW-style approach with minimal buffering, no external memory, and heavy dependence on sharding models across many chips because on-chip SRAM capacity is limited. SemiAnalysis describes a ~725 mm^2 die on GlobalFoundries 14nm with ~230MB of SRAM and notes that “no useful models” fit on a single chip, forcing multi-chip partitioning for modern LLMs and driving a system-level design where networking and compilation are first-class scheduling problems rather than ancillary infrastructure. This is consistent with Groq’s own messaging that tensor parallelism across chips is a primary design goal, enabled by large on-chip SRAM and compile-time coordination of compute plus interconnect. The on-chip SRAM emphasis is central to Groq’s latency story and also its most constraining trade-off. Groq claims on-chip SRAM bandwidth “upwards of 80 TB/s” and contrasts that with off-chip HBM bandwidth “about 8 TB/s,” asserting a potential 10x advantage from bandwidth plus reduced trips across chip-to-memory boundaries. While these comparisons are marketing-oriented and depend on workload specifics, the architectural implication is clear: Groq prioritizes ultra-fast local weight/activation access and then scales capacity by adding chips, not by attaching large off-chip memory pools. This design can reduce latency for sequential inference layers and minimize unpredictable stalls, but it pushes complexity into partitioning strategy, interconnect topology, and compiler scheduling, and it increases the number of chips needed for very large parameter counts and large KV-cache footprints. Groq also highlights numeric formats and compiler-driven precision management as a performance lever. In its 2025 technical blog, Groq describes “TruePoint numerics,” including 100-bit intermediate accumulation and selective quantization choices (FP32 for attention-sensitive operations, block floating point for MoE weights, FP8 storage in error-tolerant layers), and claims 2-4x speedups versus BF16 without measurable accuracy degradation on benchmarks such as MMLU and HumanEval. Even if the absolute uplift is workload dependent, the strategic point is that Groq is pursuing performance via end-to-end co-design: precision policy is not just hardware capability (FP8/BF16) but compiler-enforced mapping of precision to error sensitivity, which can matter materially for inference cost-per-token if it reduces memory traffic and boosts throughput without forcing aggressive, accuracy-damaging quantization. Independent performance datapoints indicate Groq has been credible on latency-oriented inference speed, at least for certain regimes. EE Times reported in 2023 that Groq demonstrated Llama-2 70B inference at ~240 tokens/s per user on a cloud-based dev system described as 10 racks and 64 chips, using the company’s 1st-gen silicon introduced several years earlier. Separate Groq commentary around independent benchmarking cites results showing ~241 tokens/s throughput and ~0.8s time to receive 100 output tokens for a Llama-2 70B API configuration, positioning the platform as a step-change in “available speed” for certain interactive use cases. These figures do not settle total cost-of-ownership versus GPUs or hyperscaler ASICs, but they establish that Groq’s system-level architecture can deliver strong single-user throughput and latency on large models when properly partitioned and scheduled. GroqCloud is the commercial wrapper that packages this hardware/software stack as “tokens-as-a-service,” aiming to make Groq adoption feel like switching API endpoints rather than adopting new silicon. Groq’s documentation states its API is designed to be “mostly compatible” with OpenAI client libraries, and its pricing page provides model-specific token rates, published speeds (tokens/s), prompt caching discounts, and batch processing discounts. For example, pricing lists inputs as low as $0.05 per 1M tokens and outputs as low as $0.08 per 1M tokens for certain smaller LLM configurations, with higher prices for larger models and long-context or MoE variants; it also advertises prompt caching with a 50% discount on cached input tokens for certain models and a batch API offering 50% lower cost for asynchronous processing windows. These mechanics are economically important because they demonstrate Groq’s go-to-market is not simply “sell chips,” but “sell predictable unit economics per token,” with tooling (batch, caching) that directly targets inference cost drivers (reused prompts, throughput smoothing, and asynchronous workloads). The cloud footprint and distribution partnerships indicate Groq has been building an inference-native “edge within the cloud” strategy rather than competing head-on with hyperscalers on breadth of services. A 2025 Groq newsroom release describes a European deployment in Helsinki with Equinix, positioned as latency reduction and data governance for European customers, and explicitly references Equinix Fabric enabling private connectivity to GroqCloud over public, private, or sovereign infrastructure. The same release enumerates additional capacity in the U.S. (Equinix, DataBank), Canada (Bell Canada), and Saudi Arabia (HUMAIN), and states these sites collectively served more than 20M tokens/s across Groq’s global network at that time. That supply-side metric matters because it provides a directional sense that Groq is scaling capacity as a network, not merely as a chip vendor. Customer disclosure is inherently limited because Groq is private and many enterprise deployments are not public, but Groq’s marketing materials and partnerships provide signals about demand vectors. The company’s public website displays logos of large consumer and enterprise brands (e.g., Dropbox, Vercel, Chevron, Volkswagen, Canva, Robinhood, Riot Games, Workday, Ramp) and includes a published customer quote claiming a 7.41x chat speed increase and an 89% cost reduction after moving to GroqCloud, followed by a tripling of token consumption. While marketing claims should be treated as case-specific and not generalized, they indicate that Groq is targeting both AI-native developers (who measure success by latency and cost-per-token) and enterprise buyers (who care about predictable performance and governance). Supplier and dependency mapping for Groq spans 3 layers: silicon production, system integration, and cloud infrastructure. On silicon, third-party analysis indicates GlobalFoundries 14nm for the 1st-gen Groq chip, implying a supply chain less constrained by the most capacity-tight leading-edge nodes and advanced packaging bottlenecks that dominate high-end GPU supply (HBM stacks, CoWoS-type packaging constraints). If accurate, this is strategically meaningful because it suggests Groq capacity expansion could be gated more by conventional wafer supply, board assembly, and data center power than by the same HBM/advanced packaging scarcity that has constrained top-tier GPU ramp cycles. On systems and cloud, Groq’s own releases identify colocation and connectivity partners (Equinix, DataBank, Bell Canada) and a Middle East partner (HUMAIN), implying dependencies on data center real estate, power availability, and network connectivity, alongside procurement of standard server components, NICs/switching, racks, and cooling infrastructure. The Groq design narrative also emphasizes air cooling and reduced need for complex power/cooling infrastructure, which—if realized in deployments—can widen the set of feasible hosting locations and lower deployment friction relative to liquid-cooled, very high power density GPU racks. Against that backdrop, the strategic rationale for NVIDIA acquiring Groq can be framed as a set of overlapping objectives: inference silicon optionality, architectural hedging, competitive defense, and supply chain diversification, with the carve-out of GroqCloud signaling a preference to avoid direct cloud competition and to focus on IP and product portfolio control rather than operating a capital-intensive token-serving business. The deal, if confirmed, would occur at a valuation step-up of ~190% versus Groq’s reported ~$6.9B private valuation in the September $750M round, reinforcing that any acquisition logic would be predominantly strategic rather than a conventional financial multiple arbitrage. The most compelling strategic driver is inference. Training has historically been the center of gravity for cutting-edge GPU demand, but inference volume is structurally larger and more distributed as deployments scale, with economics dominated by cost-per-token, latency guarantees, and utilization under spiky demand. Inference workloads also create a strategic vulnerability for NVIDIA: hyperscalers and large platforms can justify bespoke ASICs (TPU, Trainium/Inferentia, Maia-class efforts) because inference is stable, repeatable, and can amortize software investment at massive scale. Groq’s core proposition—deterministic, compiler-scheduled inference with predictable latency—aligns directly with the segment where GPU generality is least valued and where “good enough” programmability plus superior unit economics can win share. Acquiring Groq would allow NVIDIA to own a credible inference-native architecture rather than relying solely on GPUs and software optimization to defend that segment. Competitive defense logic is also plausible. Groq occupies a specific competitive wedge: low-latency, high-throughput interactive inference, delivered via a simple API abstraction that reduces switching cost. That wedge directly pressures GPU inference margins in the long run because it makes inference price/performance comparisons more transparent at the token level, and it targets a developer persona that historically defaulted to CUDA-first ecosystems. Even if NVIDIA’s current-generation systems can achieve very high tokens/s per user with extensive optimization, the strategic risk is that competing architectures normalize the idea that inference is best served by special-purpose silicon with a simpler programming model, weakening CUDA lock-in at the application layer. NVIDIA has actively demonstrated that Blackwell-era systems can exceed 1,000 tokens/s per user in benchmarked configurations, but that performance leadership does not automatically translate to lowest cost-per-token across the full range of batch sizes, latency targets, and deployment environments. Groq’s existence as a credible alternative architecture forces NVIDIA to keep defending inference economics rather than only raw performance leadership. The “technology acquisition” rationale is unusually strong in this specific case because Groq’s differentiator is not a single block of silicon IP but an end-to-end methodology: compiler-led static scheduling, deterministic networking, and a system architecture designed around tensor-parallel inference rather than throughput-maximizing batch inference. NVIDIA’s stack is already compiler-heavy (TensorRT, Triton, CUDA graphs, kernel fusion, speculative decoding techniques), but GPUs remain dynamically scheduled devices with complex memory hierarchies and stochastic latency behaviors under contention. Groq’s approach provides an alternate design point: treating the entire inference execution (compute plus communication) as a statically schedulable program. In principle, that IP could be valuable even if Groq silicon itself is not adopted at massive scale, because it can inform how NVIDIA builds future inference-optimized products, compilers, and networking fabrics, especially as distributed inference with large models makes communication a first-order performance determinant. Supply chain diversification is a non-obvious but potentially important driver. If Groq’s mainstream product generation is truly based on a mature process node and avoids HBM, then the scaling constraints look different than those of state-of-the-art GPUs. NVIDIA’s ability to meet incremental demand has been tightly coupled to advanced packaging and HBM supply, and those constraints can remain binding even when wafer supply is available. An inference ASIC architecture that relies primarily on on-chip SRAM and scales by adding chips—while not costless—could reduce dependence on HBM availability and advanced packaging capacity, enabling NVIDIA to ship “inference capacity” in higher absolute volumes or into geographies and customer segments where the highest-end GPUs are economically or logistically difficult to deploy. This could be particularly relevant for latency-sensitive inference deployed in regional colocation footprints rather than centralized hyperscale campuses. The carve-out of GroqCloud, if accurate, is itself a strategic signal about NVIDIA’s priorities. Operating a token-serving cloud at scale is capital intensive, structurally lower margin than silicon IP rents, and creates channel conflict with hyperscalers and CSP partners who are core NVIDIA customers. NVIDIA has generally positioned its cloud offerings through partnerships rather than as a direct hyperscale competitor. Excluding GroqCloud would preserve neutrality with CSPs and avoid inheriting multi-region data residency obligations and partner contracts, while still allowing NVIDIA to acquire Groq’s silicon, compiler technology, and engineering talent. At the same time, excluding GroqCloud would also mean NVIDIA would not automatically acquire the commercial proof-point of Groq’s unit economics or the customer contracts that validate product-market fit at scale, increasing the importance of diligence on whether Groq’s cloud pricing is structurally profitable or partially subsidized by fundraising. There is also a “preemptive acquisition” angle. The reporting identifies recent investors in Groq’s latest round including large financial institutions and strategic/industry players. In that context, Groq represents an asset that could plausibly have been acquired by a competitor (AMD/Intel) or by a hyperscaler seeking to accelerate inference independence. NVIDIA acquiring Groq could be a defensive move to prevent a credible inference-native architecture from being weaponized by a rival with deep distribution. Even if GroqCloud is carved out, controlling the silicon roadmap and compiler IP would meaningfully constrain Groq’s ability to evolve into a standalone competitor, unless the carved-out entity retains long-term rights to the hardware and software stack. However, the strategic case is not one-sided; there are meaningful risks and potential contradictions that would need to be reconciled for the transaction to be value-accretive on a multi-year horizon. 1st, Groq’s architecture appears to rely on scaling out chip count to achieve capacity, which introduces system cost, networking complexity, and physical footprint considerations. The absence of external memory and limited on-chip SRAM implies very large models require substantial chip parallelism, and the economics then depend heavily on chip cost, yield, power efficiency, and interconnect overhead. SemiAnalysis explicitly frames Groq as trading space for time and raises questions about token economics and whether publicly advertised pricing reflects fully loaded costs or market share capture. 2nd, integration risk is non-trivial. Groq’s compiler-led deterministic model is philosophically and practically different from CUDA’s dominant programming and execution model. A poorly executed integration could create internal product confusion, dilute engineering focus, or alienate developers if the combined stack fragments. 3rd, there is cannibalization risk. If Groq-class inference silicon undercuts GPU inference economics, NVIDIA could face internal margin trade-offs, even if the goal is to defend share against hyperscaler ASICs. Cannibalization can still be rational if it prevents larger share loss, but it would require crisp portfolio segmentation and go-to-market discipline. The presence of NVIDIA’s own rapidly improving inference performance complicates the “need” for Groq but does not eliminate the “option value.” NVIDIA has demonstrated benchmark-leading tokens/s per user on Blackwell-based systems, suggesting that raw interactive throughput is not necessarily the limiting factor for NVIDIA’s product line. The more enduring strategic question is unit economics and architectural control: whether future inference demand is better monetized through general-purpose GPUs plus software optimization, or whether a bifurcated product portfolio (training GPUs plus inference-native ASICs) becomes necessary to defend total AI compute wallet share as hyperscaler ASIC penetration increases. Acquiring Groq could be a decisive move to ensure NVIDIA participates in both regimes rather than betting exclusively on GPUs to win inference forever. What is “special” about Groq’s technology relative to a typical accelerator roadmap is the tight coupling of determinism, compilation, and networking into a single scheduling problem. The LPU narrative emphasizes deterministic compute and networking, static scheduling, and direct chip-to-chip coordination that allows “hundreds” (more precisely, 100s) of chips to behave like a single scheduled resource. The architecture also explicitly targets tensor-parallel, latency-optimized distribution rather than pure data-parallel throughput scaling, which matters for real-time applications where a single response must arrive quickly rather than many requests being processed in bulk. The implication is that Groq is optimized for the time-to-first-token and steady token streaming behavior that defines user experience in interactive LLMs, and it attempts to achieve that without relying on large batch sizes that can degrade latency. From a portfolio manager’s perspective, the most important interpretation is that an NVIDIA-Groq combination would likely be less about “NVIDIA needs more inference speed” and more about controlling the architectural trajectory of inference acceleration and removing a fast-improving, developer-friendly competitor from the market. The carve-out of GroqCloud would reinforce that the transaction is aimed at IP, talent, and product optionality, not acquiring a cloud revenue stream. The valuation step-up implied by $20B versus $6.9B would therefore be justified only if the acquired assets materially reduce long-term competitive risk (hyperscaler ASIC displacement, inference margin compression) or enable new monetization vectors (inference ASIC product line, supply chain de-bottlenecking, improved software determinism) that would be difficult to achieve on a comparable timeline via internal R&D.

TheValueist

101,296 views • 6 months ago

//The Wire//2300Z April 28, 2025// //PRIORITY// //BLUF: VEHICLE RAMMING ATTACK KILLS 11X IN VANCOUVER, CAN. MAJOR BLACKOUT UNDERWAY IN SOUTHERN EUROPE. GROUND STOP ISSUED FOR NEWARK DUE TO RADIO COMMS OUTAGE. CEASEFIRE IN UKRAINE TO BEGIN ON MAY 8TH. LIKELY CARTEL ARMS SMUGGLER REMAINS FUGITIVE AFTER BEING RELEASED BY JUDGE. SOPHISTICATED IED FOUND AT CHURCH IN OREGON.// -----BEGIN TEARLINE----- -International Events- Canada: A vehicle ramming attack was conducted at the Lapu Lapu Filipino Heritage festival in Vancouver on Saturday night. Authorities state that the attacker intentionally drove his vehicle into a large crowd of people gathered at the intersection of Frasier and E 41st Avenue, killing 11x people and wounding dozens more. Local authorities have identified the attacker as Kai-Ji Adam Lo, who was arrested at the scene. Local police stated that the attacker was very well known to police, and had been the result of many emergency responses involving mental health incidents. Europe: This morning, a large-scale electrical power outage was reported throughout Spain, before rapidly cascading to include Portugal, France, Belgium, and the Netherlands. A few hours after the outage began, French utilities started to come back online. Spain and Portugal appear to be hardest hit, with a total blackout affecting much of the two countries. Portugal's grid operator has not given a timeline for a return of power, and has indicated that the delay might be significant. Grid operators in Spain stated that it will take most of the day to restore power throughout the blackout zones, though as night has fallen much of the region remains without electricity. A state of emergency has been declared throughout Spain, and officials in the provinces of Andalusia, Extremadura, and Madrid (plus the city proper) have requested federal authorities declare the crisis a Civil Protection Level 3, so as to maintain order throughout the night in major cities as the outage persists. AC: This level of emergency declaration is usually only reserved for wartime as it involves a declaration of martial law, and a widespread deployment of military forces. Checkpoints and ID checks are also a part of this plan, along with the restriction of travel, curfews, etc. Ukraine: President Putin has announced that a general ceasefire will take place from May 8-10 along all fronts. AC: Neither American nor Ukrainian leadership has commented on the ceasefire announcement yet, nor have there been any indications as to if Ukraine will be participating in the 72-hour cessation of hostilities. Red Sea/HOA: An aviation mishap was reported onboard the USS HARRY S TRUMAN (CVN 75). During routine aviation operations, one F/A-18 aircraft was lost overboard while being towed by aircraft handlers. The tractor towing the aircraft was lost overboard as well. No casualties were reported as a result of this incident. AC: Warfare is dangerous business, and it would seem that this proverbial "business is getting out of control" for the TRUMAN. This deployment has been rough so far for the entire strike group, as military forces globally experience the follow-on effects of an increased optempo, stressed maintenance schedules, and even complacency. On this one deployment to the Red Sea, one of her escorts shot down one of her own aircraft in a friendly-fire incident (Dec, 2024), she collided with a merchant vessel resulting in damage to her fantail (Feb, 2025), and now an entire aircraft was lost overboard. This is important in the context that she is on her second Captain (the first skipper was fired after the collision) during this deployment...a deployment which was extended a few weeks ago amid rising tensions with the Iranians. -HomeFront- California: Over the weekend, vandals set fire to a utility pole in Sacramento, causing internet connectivity loss throughout the eastern and central parts of the city for much of the day on Saturday. New Jersey: This afternoon a ground stop was issued for all aviation traffic departing Newark following a reported loss of radio capabilities at the tower. AC: Since this is the busiest air traffic control sector in the United States, this is a big deal. Details are sketchy at best, but pilots report a loss of radio communication with the tower at Newark for unknown reasons. Some unconfirmed reports suggest Newark tower lost radar at some point as well. Either way (and as serious as this incident is), this has happened before. Illinois: A woman was murdered on the Green Line in Chicago last Thursday, after a brief altercation. Witnesses state that Willie Holmes initially started an altercation with a stranger (identified as Emily Carlson) while transiting on an L train, prompting the victim's boyfriend to confront the assailant. Holmes then produced a knife and murdered Carlson. Wyoming: An alleged cartel weapons trafficker remains at large after being a no-show in court on Friday. Ricardo Paez-Quinones was originally arrested after being caught smuggling around 18,000 small arms rounds in Carbon County last month. Paez-Quinones, being an illegal immigrant that was previously deported twice, was indicted by a grand jury following his initial arrest. AC: Despite the original prosecutor arguing that the individual was very likely to be a flight risk due to his connections to organized crime, U.S. Chief Magistrate Judge Scott Klosterman released him from custody on a $20,000 bond. Because this bond was unsecured, he did not have to pay a dime up front for his release. He simply walked free to become a fugitive after being allowed to do so by the judge, who knew that most of the suspect's family lived in Mexico, and that he was a twice-deported illegal alien. Oregon: Details regarding the discovery of a suspicious device have been released by local authorities. Last week, a suspicious package was discovered by an employee of a local mechanic shop in La Grande. After authorities were alerted to the device, a local Explosive Ordnance Disposal (EOD) team confirmed that the device was an Improvised Explosive Device (IED) that was fashioned as a crude pipe bomb with ball bearings added for additional shrapnel. AC: This story did not gain much traction when it first came to light, however additional details (and photo evidence) has confirmed that this device was located on the sidewalk immediately adjacent to Calvary Chapel. This context indicates that this small-town news story is likely related to the general increase in risks to religious institutions around the nation. -----END TEARLINE----- Analyst Comments: The blackout in Europe is very likely the largest power outage to strike the continent in recent memory, and the effects are very widespread. When power goes out in one neighborhood minor inconvenience is the result, but when a outage strikes on a continental scale, very serious impacts are observed. Portuguese grid officials have claimed that the outage was the result of "rare atmospheric phenomenon". This is comparatively common when severe solar weather causes electromagnetic variations in the Earth's ionosphere. However space weather for the past few days has been very mild, with no watches or warnings even being issued at all over the past few days. Power grid fluctuations occurring with this little solar activity are completely unheard of, making these space weather claims dubious at best. Due to the language barrier, it is possible that the references to "atmospheric" causes were not related to space weather, but rather actual weather. Hot weather can cause power lines to stretch and droop into other lines, the resulting shorting of which can cause exceptionally widespread outages if it occurs in the right place. This has been the cause of several very infamous power outages over the years (combined with mismanaged regulation of voltage, causing transmission lines to heat up and stretch even more). The next most likely theory that is circulating at the moment is that the outage was caused by multiple independent cyberattacks on the core communications functions of the European Network of Transmission System Operators for Electricity (ENTSO-e). At the moment there's no evidence available to the public that can confirm this for the time being. It also must be noted that almost two weeks ago, Spanish grid operator Red Electrica reached a milestone regarding their renewable energy sector. On April 16, the grid operator claimed that the Spanish electrical grid ran fully on solar, wind, and hydro power for the first time in history. This highlights the recent substantial efforts to further allegedly "carbon-neutral" standards and goals...efforts which in the wake of last month's outage at Heathrow Airport are drawing scrutiny. Of course, not every power outage can be blamed on one single root cause; there are usually long chains of causation for events like this. However, the recent major changes throughout the continent, among all sectors of energy production, certainly will be under major scrutiny as Europe's energy crisis at large starts to impact the average citizen more directly than it has in the past. In Canada, local authorities claim that the attack in Vancouver was not terrorism, however eyewitness statements overwhelmingly confirm this was an intentional terrorist attack. Locals reported the assailant deliberately waited for the event to draw to a close before conducting the attack. He waited until the traffic barriers were being removed as the event was winding down, at which point he threated his vehicle through the barriers that were being removed, to intentionally target the crowd that still remained. After the attack, the assailant exited his vehicle and was confronted/detained by those at the event. While it would be wise to confirm the details of the investigation into this event, enough information has been conveyed by event-goers to fill in the gaps with regards to risk assessment. In this case, it seems as though another mass-casualty event has taken place that would have been preventable had complacency not been a major contributing factor. Reports vary on the status of anti-vehicle barricades for this event. Some state that there were no barricades at all, but rather standard traffic cones which were used for traffic control purposes, while others claim the limited barriers that were emplaced were not sufficient in either traffic control or in preventing the attack itself. Whatever the barrier situation was at the time of the incident, clearly it was not sufficient either in deterring or stopping a major terror attack. Instead of waiting for crowds to disperse fully, traffic barriers being removed before the event was fully over was also likely a factor in attack planning. Much like previous incidents, the proximity to risk is a huge factor many people do not realize. Many people will evacuate a building that's on fire...only to stand 4 feet from the door. Or even more commonly, sprint out of the building just to immediately stop in the doorway, blocking the egress of those behind them. In this case, the exact same mentality could have been a major contributing factor for the success of this attack. If the event ended at midnight, and the traffic barriers and counterterrorism efforts were ceased only 10-15 minutes later, this would have obviously not been adequate to stop the threats that remained as crowds dispersed throughout the area. As such, constant vigilance and situational awareness are desperately needed at all times, especially if local authorities and event-goers alike are largely complacent. Terrorists are patient. Terrorists do not shuffle their feet and moan about their shift being too long. Terrorists can wait a long time and are dedicated to their goals. Terrorists will wait for the precise moment that they have the best possible chance for success, knowing that authorities have to be successful in preventing attacks at all times...while the terrorist only has to be successful once. Analyst: S2A1 Research: //END REPORT//

//The Wire//2300Z April 28, 2025// //PRIORITY// //BLUF: VEHICLE RAMMING ATTACK KILLS 11X IN VANCOUVER, CAN. MAJOR BLACKOUT UNDERWAY IN SOUTHERN EUROPE. GROUND STOP ISSUED FOR NEWARK DUE TO RADIO COMMS OUTAGE. CEASEFIRE IN UKRAINE TO BEGIN ON MAY 8TH. LIKELY CARTEL ARMS SMUGGLER REMAINS FUGITIVE AFTER BEING RELEASED BY JUDGE. SOPHISTICATED IED FOUND AT CHURCH IN OREGON.// -----BEGIN TEARLINE----- -International Events- Canada: A vehicle ramming attack was conducted at the Lapu Lapu Filipino Heritage festival in Vancouver on Saturday night. Authorities state that the attacker intentionally drove his vehicle into a large crowd of people gathered at the intersection of Frasier and E 41st Avenue, killing 11x people and wounding dozens more. Local authorities have identified the attacker as Kai-Ji Adam Lo, who was arrested at the scene. Local police stated that the attacker was very well known to police, and had been the result of many emergency responses involving mental health incidents. Europe: This morning, a large-scale electrical power outage was reported throughout Spain, before rapidly cascading to include Portugal, France, Belgium, and the Netherlands. A few hours after the outage began, French utilities started to come back online. Spain and Portugal appear to be hardest hit, with a total blackout affecting much of the two countries. Portugal's grid operator has not given a timeline for a return of power, and has indicated that the delay might be significant. Grid operators in Spain stated that it will take most of the day to restore power throughout the blackout zones, though as night has fallen much of the region remains without electricity. A state of emergency has been declared throughout Spain, and officials in the provinces of Andalusia, Extremadura, and Madrid (plus the city proper) have requested federal authorities declare the crisis a Civil Protection Level 3, so as to maintain order throughout the night in major cities as the outage persists. AC: This level of emergency declaration is usually only reserved for wartime as it involves a declaration of martial law, and a widespread deployment of military forces. Checkpoints and ID checks are also a part of this plan, along with the restriction of travel, curfews, etc. Ukraine: President Putin has announced that a general ceasefire will take place from May 8-10 along all fronts. AC: Neither American nor Ukrainian leadership has commented on the ceasefire announcement yet, nor have there been any indications as to if Ukraine will be participating in the 72-hour cessation of hostilities. Red Sea/HOA: An aviation mishap was reported onboard the USS HARRY S TRUMAN (CVN 75). During routine aviation operations, one F/A-18 aircraft was lost overboard while being towed by aircraft handlers. The tractor towing the aircraft was lost overboard as well. No casualties were reported as a result of this incident. AC: Warfare is dangerous business, and it would seem that this proverbial "business is getting out of control" for the TRUMAN. This deployment has been rough so far for the entire strike group, as military forces globally experience the follow-on effects of an increased optempo, stressed maintenance schedules, and even complacency. On this one deployment to the Red Sea, one of her escorts shot down one of her own aircraft in a friendly-fire incident (Dec, 2024), she collided with a merchant vessel resulting in damage to her fantail (Feb, 2025), and now an entire aircraft was lost overboard. This is important in the context that she is on her second Captain (the first skipper was fired after the collision) during this deployment...a deployment which was extended a few weeks ago amid rising tensions with the Iranians. -HomeFront- California: Over the weekend, vandals set fire to a utility pole in Sacramento, causing internet connectivity loss throughout the eastern and central parts of the city for much of the day on Saturday. New Jersey: This afternoon a ground stop was issued for all aviation traffic departing Newark following a reported loss of radio capabilities at the tower. AC: Since this is the busiest air traffic control sector in the United States, this is a big deal. Details are sketchy at best, but pilots report a loss of radio communication with the tower at Newark for unknown reasons. Some unconfirmed reports suggest Newark tower lost radar at some point as well. Either way (and as serious as this incident is), this has happened before. Illinois: A woman was murdered on the Green Line in Chicago last Thursday, after a brief altercation. Witnesses state that Willie Holmes initially started an altercation with a stranger (identified as Emily Carlson) while transiting on an L train, prompting the victim's boyfriend to confront the assailant. Holmes then produced a knife and murdered Carlson. Wyoming: An alleged cartel weapons trafficker remains at large after being a no-show in court on Friday. Ricardo Paez-Quinones was originally arrested after being caught smuggling around 18,000 small arms rounds in Carbon County last month. Paez-Quinones, being an illegal immigrant that was previously deported twice, was indicted by a grand jury following his initial arrest. AC: Despite the original prosecutor arguing that the individual was very likely to be a flight risk due to his connections to organized crime, U.S. Chief Magistrate Judge Scott Klosterman released him from custody on a $20,000 bond. Because this bond was unsecured, he did not have to pay a dime up front for his release. He simply walked free to become a fugitive after being allowed to do so by the judge, who knew that most of the suspect's family lived in Mexico, and that he was a twice-deported illegal alien. Oregon: Details regarding the discovery of a suspicious device have been released by local authorities. Last week, a suspicious package was discovered by an employee of a local mechanic shop in La Grande. After authorities were alerted to the device, a local Explosive Ordnance Disposal (EOD) team confirmed that the device was an Improvised Explosive Device (IED) that was fashioned as a crude pipe bomb with ball bearings added for additional shrapnel. AC: This story did not gain much traction when it first came to light, however additional details (and photo evidence) has confirmed that this device was located on the sidewalk immediately adjacent to Calvary Chapel. This context indicates that this small-town news story is likely related to the general increase in risks to religious institutions around the nation. -----END TEARLINE----- Analyst Comments: The blackout in Europe is very likely the largest power outage to strike the continent in recent memory, and the effects are very widespread. When power goes out in one neighborhood minor inconvenience is the result, but when a outage strikes on a continental scale, very serious impacts are observed. Portuguese grid officials have claimed that the outage was the result of "rare atmospheric phenomenon". This is comparatively common when severe solar weather causes electromagnetic variations in the Earth's ionosphere. However space weather for the past few days has been very mild, with no watches or warnings even being issued at all over the past few days. Power grid fluctuations occurring with this little solar activity are completely unheard of, making these space weather claims dubious at best. Due to the language barrier, it is possible that the references to "atmospheric" causes were not related to space weather, but rather actual weather. Hot weather can cause power lines to stretch and droop into other lines, the resulting shorting of which can cause exceptionally widespread outages if it occurs in the right place. This has been the cause of several very infamous power outages over the years (combined with mismanaged regulation of voltage, causing transmission lines to heat up and stretch even more). The next most likely theory that is circulating at the moment is that the outage was caused by multiple independent cyberattacks on the core communications functions of the European Network of Transmission System Operators for Electricity (ENTSO-e). At the moment there's no evidence available to the public that can confirm this for the time being. It also must be noted that almost two weeks ago, Spanish grid operator Red Electrica reached a milestone regarding their renewable energy sector. On April 16, the grid operator claimed that the Spanish electrical grid ran fully on solar, wind, and hydro power for the first time in history. This highlights the recent substantial efforts to further allegedly "carbon-neutral" standards and goals...efforts which in the wake of last month's outage at Heathrow Airport are drawing scrutiny. Of course, not every power outage can be blamed on one single root cause; there are usually long chains of causation for events like this. However, the recent major changes throughout the continent, among all sectors of energy production, certainly will be under major scrutiny as Europe's energy crisis at large starts to impact the average citizen more directly than it has in the past. In Canada, local authorities claim that the attack in Vancouver was not terrorism, however eyewitness statements overwhelmingly confirm this was an intentional terrorist attack. Locals reported the assailant deliberately waited for the event to draw to a close before conducting the attack. He waited until the traffic barriers were being removed as the event was winding down, at which point he threated his vehicle through the barriers that were being removed, to intentionally target the crowd that still remained. After the attack, the assailant exited his vehicle and was confronted/detained by those at the event. While it would be wise to confirm the details of the investigation into this event, enough information has been conveyed by event-goers to fill in the gaps with regards to risk assessment. In this case, it seems as though another mass-casualty event has taken place that would have been preventable had complacency not been a major contributing factor. Reports vary on the status of anti-vehicle barricades for this event. Some state that there were no barricades at all, but rather standard traffic cones which were used for traffic control purposes, while others claim the limited barriers that were emplaced were not sufficient in either traffic control or in preventing the attack itself. Whatever the barrier situation was at the time of the incident, clearly it was not sufficient either in deterring or stopping a major terror attack. Instead of waiting for crowds to disperse fully, traffic barriers being removed before the event was fully over was also likely a factor in attack planning. Much like previous incidents, the proximity to risk is a huge factor many people do not realize. Many people will evacuate a building that's on fire...only to stand 4 feet from the door. Or even more commonly, sprint out of the building just to immediately stop in the doorway, blocking the egress of those behind them. In this case, the exact same mentality could have been a major contributing factor for the success of this attack. If the event ended at midnight, and the traffic barriers and counterterrorism efforts were ceased only 10-15 minutes later, this would have obviously not been adequate to stop the threats that remained as crowds dispersed throughout the area. As such, constant vigilance and situational awareness are desperately needed at all times, especially if local authorities and event-goers alike are largely complacent. Terrorists are patient. Terrorists do not shuffle their feet and moan about their shift being too long. Terrorists can wait a long time and are dedicated to their goals. Terrorists will wait for the precise moment that they have the best possible chance for success, knowing that authorities have to be successful in preventing attacks at all times...while the terrorist only has to be successful once. Analyst: S2A1 Research: //END REPORT//

S2 Underground

16,431 views • 1 year ago