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🚨UPDATE: XRP LEDGER MOVES TOWARD QUANTUM-RESISTANT SECURITY A recent Google research report highlighted $XRP Ledger’s progress, noting its deployment of post-quantum ML-DSA signatures. This could help defend against future quantum attacks. Testing is currently live on an AlphaNet instance. Quantum vulnerability remains a key industry concern. Per reports, few...

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53,124 просмотров • 5 месяцев назад •via X (Twitter)

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🚨 JUST IN: Google says 500,000 qubits could crack a crypto key in 9 minutes. #Ripple's answer: the $XRP Ledger goes fully post-quantum by 2028. The first major blockchain with an actual deadline. The part nobody noticed: → Only 0.03% of $XRP supply is exposed to quantum attack → Bitcoin: 35% → The NSA wants US systems quantum-safe by 2027. XRPL beats the federal government to it. Q-Day contingency already live. NIST algorithms already testing on AlphaNet. While other chains debate it, #XRPL put a date on it.
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🚨 JUST IN: Google says 500,000 qubits could crack a crypto key in 9 minutes. #Ripple's answer: the $XRP Ledger goes fully post-quantum by 2028. The first major blockchain with an actual deadline. The part nobody noticed: → Only 0.03% of $XRP supply is exposed to quantum attack → Bitcoin: 35% → The NSA wants US systems quantum-safe by 2027. XRPL beats the federal government to it. Q-Day contingency already live. NIST algorithms already testing on AlphaNet. While other chains debate it, #XRPL put a date on it.

RippleXity

150,274 просмотров • 1 месяц назад

🚨 CRYPTO: ALGORAND SURGES 16% IN 24 HOURS AFTER GOOGLE QUANTUM AI PAPER CITES $ALGO 32 TIMES AS POST-QUANTUM PIONEER Algorand ( $ALGO ) has jumped 16% in 24 hours to $0.1053 after Google Quantum AI's landmark paper on blockchain quantum vulnerabilities cited the network 32 times, more than any other chain besides Bitcoin and Ethereum. Google described Algorand as "the perfect example of real-world deployment of post-quantum cryptography on an otherwise quantum-vulnerable blockchain." The paper highlighted Algorand's live FALCON digital signatures for smart contracts, state proofs, native key rotation, and multi-layered post-quantum security infrastructure. Trading volume spiked 162% in 24 hours and futures open interest jumped 55% to $58.9 million. The rally is especially dramatic given ALGO hit an all-time low of $0.08 just days earlier following a 25% Foundation workforce cut, CTO departure, and board reshuffle. The token is now up ~20% on the week as the quantum narrative provided a lifeline to a battered community.
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🚨 CRYPTO: ALGORAND SURGES 16% IN 24 HOURS AFTER GOOGLE QUANTUM AI PAPER CITES $ALGO 32 TIMES AS POST-QUANTUM PIONEER Algorand ( $ALGO ) has jumped 16% in 24 hours to $0.1053 after Google Quantum AI's landmark paper on blockchain quantum vulnerabilities cited the network 32 times, more than any other chain besides Bitcoin and Ethereum. Google described Algorand as "the perfect example of real-world deployment of post-quantum cryptography on an otherwise quantum-vulnerable blockchain." The paper highlighted Algorand's live FALCON digital signatures for smart contracts, state proofs, native key rotation, and multi-layered post-quantum security infrastructure. Trading volume spiked 162% in 24 hours and futures open interest jumped 55% to $58.9 million. The rally is especially dramatic given ALGO hit an all-time low of $0.08 just days earlier following a 25% Foundation workforce cut, CTO departure, and board reshuffle. The token is now up ~20% on the week as the quantum narrative provided a lifeline to a battered community.

BSCN

39,134 просмотров • 5 месяцев назад

🚨 CRYPTO: CARDANO RANKED SECOND MOST QUANTUM-READY BLOCKCHAIN IN GOOGLE RESEARCH ASSESSMENT Cardano Community ( $ADA ) has been ranked the second most quantum-ready blockchain, according to analysis tied to Google Quantum AI's latest research, placing it ahead of Bitcoin and XRP Ledger in post-quantum preparedness. The ranking highlights Cardano's Nightstream initiative, a lattice-based cryptography project announced by founder Charles Hoskinson at Consensus Hong Kong in February 2026, developed with researchers linked to Google and Microsoft. Nightstream is designed to be fast, scalable, and efficient on AI chips, targeting quantum resistance well before the projected 2030s deadline for large-scale quantum computing threats. The assessment comes as Google's paper revealed a 20x reduction in resources needed to break the elliptic curve cryptography protecting most blockchains, with Ethereum actively running post-quantum testnets and Bitcoin having no coordinated migration plan. Quantum-resistant tokens surged in the 24 hours following the paper's release.
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🚨 CRYPTO: CARDANO RANKED SECOND MOST QUANTUM-READY BLOCKCHAIN IN GOOGLE RESEARCH ASSESSMENT Cardano Community ( $ADA ) has been ranked the second most quantum-ready blockchain, according to analysis tied to Google Quantum AI's latest research, placing it ahead of Bitcoin and XRP Ledger in post-quantum preparedness. The ranking highlights Cardano's Nightstream initiative, a lattice-based cryptography project announced by founder Charles Hoskinson at Consensus Hong Kong in February 2026, developed with researchers linked to Google and Microsoft. Nightstream is designed to be fast, scalable, and efficient on AI chips, targeting quantum resistance well before the projected 2030s deadline for large-scale quantum computing threats. The assessment comes as Google's paper revealed a 20x reduction in resources needed to break the elliptic curve cryptography protecting most blockchains, with Ethereum actively running post-quantum testnets and Bitcoin having no coordinated migration plan. Quantum-resistant tokens surged in the 24 hours following the paper's release.

BSCN

33,392 просмотров • 5 месяцев назад

What a day! 🤯 Algorand was mentioned 32 times by Google in its whitepaper on quantum risks, highlighting its leading work in PQC! Not sure everyone realizes how BIG this is, massive credibility for $ALGO and huge recognition for the team! 👏 Algorand has been one of the few blockchains/DLTs taking the quantum threat seriously for years, as it's not a question of if but when. Post-quantum implementation takes time and resources, it needs to be anticipated! The past few months have been incredible for $ALGO on that front, as it became one of the first major chains to execute a post-quantum transaction on mainnet using NIST-selected Falcon signatures! Not to mention the great news from a few days ago, with Chris Peikert officially joining Algorand Foundation from AT after the merge! So exciting, as Chris is literally one of the world's leading experts in post-quantum cryptography! What a chance for Algorand to have him and some of the best experts in PQC on its team! SO BULLISH 🔥🔥
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What a day! 🤯 Algorand was mentioned 32 times by Google in its whitepaper on quantum risks, highlighting its leading work in PQC! Not sure everyone realizes how BIG this is, massive credibility for $ALGO and huge recognition for the team! 👏 Algorand has been one of the few blockchains/DLTs taking the quantum threat seriously for years, as it's not a question of if but when. Post-quantum implementation takes time and resources, it needs to be anticipated! The past few months have been incredible for $ALGO on that front, as it became one of the first major chains to execute a post-quantum transaction on mainnet using NIST-selected Falcon signatures! Not to mention the great news from a few days ago, with Chris Peikert officially joining Algorand Foundation from AT after the merge! So exciting, as Chris is literally one of the world's leading experts in post-quantum cryptography! What a chance for Algorand to have him and some of the best experts in PQC on its team! SO BULLISH 🔥🔥

Ⱥlex | france.algo 🇫🇷

25,162 просмотров • 5 месяцев назад

InterLink’s Early Vision for NIST-Standardised Post-Quantum Cryptography 🔐✨ The next five years may bring a much clearer answer to a question that has long been difficult to judge: Is a digital asset truly secure? 🤔 For InterLink, the answer may increasingly depend on one critical factor: whether it is quantum-resistant and aligned with NIST standards 🧬🔒 Why this matters now ⚠️ Two fast-moving technologies are reshaping digital security: • AI is improving the ability to discover weaknesses in systems 🤖 • Quantum computing is advancing towards the point where today’s cryptographic foundations could become vulnerable ⚛️ For InterLink, this is not just a theoretical discussion. It is a reminder that blockchain networks, wallets, and custody systems must prepare now for the post-quantum era ⏳🛡️ Why NIST is central to InterLink’s approach 📘🏛️ Many in the InterLink community already know NIST. NIST, part of the U.S. Department of Commerce, plays a major role in defining and evaluating security standards, including those for post-quantum cryptography. Its work matters because it helps shape what “secure” will mean in a quantum-capable future 📊🔍 In practical terms, InterLink’s long-term security vision is closely tied to whether its cryptographic design can withstand post-quantum threats 🚀 The risk for blockchain networks and digital assets 🔎💥 Recent research and experiments from major organisations, including Google, have highlighted a growing concern: what was once considered extremely difficult, using quantum computing to threaten cryptographic systems, is no longer something that can be ignored 🧪⚠️ That does not mean current systems are broken today. It does mean that networks which fail to prepare for post-quantum threats could face serious risks later 📉 For InterLink, this is exactly why early research matters 🧠✨ If sufficiently powerful quantum computers become available, some current cryptographic methods may become vulnerable. For any network storing value, identity, NFTs, or permissions, that is a major issue 💳🖼️🧾 InterLink’s early work on post-quantum readiness 🧠🔐 InterLink Foundation has already been researching: ✅ digital signatures ✍️ ✅ cryptographic algorithms 🔣 ✅ migration mechanisms for future security upgrades 🔄 One of the most notable areas of work is the ability to generate new private keys from an existing seed phrase 🌱➡️🔑 This matters because it offers a pathway to improve security without forcing users to abandon access to their assets 🙌 Address Alias: preserving continuity during migration 🪪🔗 Another important InterLink mechanism is Address Alias. This is designed to let users: ✓ retain their existing wallet addresses 🧾 ✓ preserve associated tokens and NFTs 🖼️💰 ✓ migrate to a new cryptographic security architecture 🔐➡️🛠️ That is a practical and user-friendly design choice. Security upgrades are often hard to adopt when they break continuity. InterLink’s approach aims to solve that problem 🌉 Bringing post-quantum protection into smart contracts 🛡️📜 InterLink is also implementing SLH-DSA-SHA2-128s (FIPS 205) within IRC smart contracts. This adds another layer of protection for: • vaults 🏦 • high-value assets 💎 • long-term storage 📦 • sensitive on-chain operations ⚙️ The goal is not only to protect wallets, but also to strengthen the systems that govern custody and transaction security across the network 🧱🔒 Testing on the Taj Mahal Testnet 🧪🛰️ These experiments are currently being conducted on the InterLink Taj Mahal Testnet. According to InterLink, the experimental implementations have passed the NIST-based simulation tests carried out so far ✅📈 That is an encouraging early signal, although broader testing and real-world validation will remain important as development continues 🔍 Looking ahead to 2027 🚀🌍 InterLink’s stated goal is to fully integrate this architecture into the Open Mainnet in 2027. If achieved, that would bring InterLink closer to a future where security is defined not only by current best practice, but by resilience against quantum-era threats 🛡️⚛️ The bigger takeaway 🌍✨ The key lesson is simple: In the quantum era, security will not only mean protecting your private will mean asking whether the cryptography behind that key was built to survive the next generation of computing 🔐⏭️ For InterLink, this is a strategic direction with long-term significance 📌 Final thought 💡 Post-quantum readiness is no longer just a technical topic for specialists. For InterLink, it is becoming part of the broader conversation about long-term digital asset security 🧠🔒 NIST-aligned cryptography, practical migration paths, and user-preserving design may soon define the networks people trust most 🌟 InterLink Labs 👤 + 🌐 KV Reina | InterLink Labs InterLink Foundation #InterLink #ITLG #ITL #WeAreTheFirst10MLinkers Join me on InterLink 😁 Start mining now and use my invitation link: 💰 My code is: 111222777888 💰 Please DM me once you have used my code. 👍
0:11

InterLink’s Early Vision for NIST-Standardised Post-Quantum Cryptography 🔐✨ The next five years may bring a much clearer answer to a question that has long been difficult to judge: Is a digital asset truly secure? 🤔 For InterLink, the answer may increasingly depend on one critical factor: whether it is quantum-resistant and aligned with NIST standards 🧬🔒 Why this matters now ⚠️ Two fast-moving technologies are reshaping digital security: • AI is improving the ability to discover weaknesses in systems 🤖 • Quantum computing is advancing towards the point where today’s cryptographic foundations could become vulnerable ⚛️ For InterLink, this is not just a theoretical discussion. It is a reminder that blockchain networks, wallets, and custody systems must prepare now for the post-quantum era ⏳🛡️ Why NIST is central to InterLink’s approach 📘🏛️ Many in the InterLink community already know NIST. NIST, part of the U.S. Department of Commerce, plays a major role in defining and evaluating security standards, including those for post-quantum cryptography. Its work matters because it helps shape what “secure” will mean in a quantum-capable future 📊🔍 In practical terms, InterLink’s long-term security vision is closely tied to whether its cryptographic design can withstand post-quantum threats 🚀 The risk for blockchain networks and digital assets 🔎💥 Recent research and experiments from major organisations, including Google, have highlighted a growing concern: what was once considered extremely difficult, using quantum computing to threaten cryptographic systems, is no longer something that can be ignored 🧪⚠️ That does not mean current systems are broken today. It does mean that networks which fail to prepare for post-quantum threats could face serious risks later 📉 For InterLink, this is exactly why early research matters 🧠✨ If sufficiently powerful quantum computers become available, some current cryptographic methods may become vulnerable. For any network storing value, identity, NFTs, or permissions, that is a major issue 💳🖼️🧾 InterLink’s early work on post-quantum readiness 🧠🔐 InterLink Foundation has already been researching: ✅ digital signatures ✍️ ✅ cryptographic algorithms 🔣 ✅ migration mechanisms for future security upgrades 🔄 One of the most notable areas of work is the ability to generate new private keys from an existing seed phrase 🌱➡️🔑 This matters because it offers a pathway to improve security without forcing users to abandon access to their assets 🙌 Address Alias: preserving continuity during migration 🪪🔗 Another important InterLink mechanism is Address Alias. This is designed to let users: ✓ retain their existing wallet addresses 🧾 ✓ preserve associated tokens and NFTs 🖼️💰 ✓ migrate to a new cryptographic security architecture 🔐➡️🛠️ That is a practical and user-friendly design choice. Security upgrades are often hard to adopt when they break continuity. InterLink’s approach aims to solve that problem 🌉 Bringing post-quantum protection into smart contracts 🛡️📜 InterLink is also implementing SLH-DSA-SHA2-128s (FIPS 205) within IRC smart contracts. This adds another layer of protection for: • vaults 🏦 • high-value assets 💎 • long-term storage 📦 • sensitive on-chain operations ⚙️ The goal is not only to protect wallets, but also to strengthen the systems that govern custody and transaction security across the network 🧱🔒 Testing on the Taj Mahal Testnet 🧪🛰️ These experiments are currently being conducted on the InterLink Taj Mahal Testnet. According to InterLink, the experimental implementations have passed the NIST-based simulation tests carried out so far ✅📈 That is an encouraging early signal, although broader testing and real-world validation will remain important as development continues 🔍 Looking ahead to 2027 🚀🌍 InterLink’s stated goal is to fully integrate this architecture into the Open Mainnet in 2027. If achieved, that would bring InterLink closer to a future where security is defined not only by current best practice, but by resilience against quantum-era threats 🛡️⚛️ The bigger takeaway 🌍✨ The key lesson is simple: In the quantum era, security will not only mean protecting your private will mean asking whether the cryptography behind that key was built to survive the next generation of computing 🔐⏭️ For InterLink, this is a strategic direction with long-term significance 📌 Final thought 💡 Post-quantum readiness is no longer just a technical topic for specialists. For InterLink, it is becoming part of the broader conversation about long-term digital asset security 🧠🔒 NIST-aligned cryptography, practical migration paths, and user-preserving design may soon define the networks people trust most 🌟 InterLink Labs 👤 + 🌐 KV Reina | InterLink Labs InterLink Foundation #InterLink #ITLG #ITL #WeAreTheFirst10MLinkers Join me on InterLink 😁 Start mining now and use my invitation link: 💰 My code is: 111222777888 💰 Please DM me once you have used my code. 👍

Tekkaus® | InterLink • MOD • T2 Community Builder

22,550 просмотров • 1 месяц назад

The largest theft in history has already happened. The people behind it just cannot open what they stole yet. Right now, intelligence agencies and criminal groups are quietly copying the world's encrypted data, bank records, medical files, state secrets, private messages, and storing every byte untouched. They cannot read any of it. They are collecting it anyway, because they know the key is about to be invented. The strategy has a name, harvest now, decrypt later, and in 2026 it stopped being theory. Washington declared this the Year of Quantum Security in January, backed by the FBI, the NSA, and NIST. Canada ordered every federal agency to file a migration plan by April. Europe set its deadline for December. Governments do not impose operational deadlines on a someday problem. They do it when the clock is already running. Here is what moved the clock. Every password, every transfer, every secret on Earth is protected by one assumption, that a certain math problem is too hard to solve. Quantum computers solve exactly that problem. For years the machine that could do it looked decades away. Then in late 2025 Google's Willow chip cracked the hardest part of building one, and in March 2026 Google's own researchers estimated that breaking the encryption behind Bitcoin might take fewer than 500,000 qubits, down from 20 million, and could run in minutes. The day this becomes real has a name, Q-Day, and the latest estimates place it between 2030 and 2033. Now make it concrete. Roughly 6.5 million Bitcoin, about a third of every coin that will ever exist, worth close to 500 billion dollars, sit in addresses that have already exposed the very key a quantum computer needs. That includes the coins of Satoshi, the anonymous creator. On Q-Day they become, in the researchers' own word, trivially stealable. It would not look like a crash or a whale selling. It would look like half a trillion dollars of the most secure money ever built simply walking out the door. The asset designed to trust no one and no institution turns out to rest on a single unverified bet, that one math problem stays hard forever. This is what sits beneath the entire digital world. A bank balance, a Bitcoin, a classified cable, all of it is real only because of a proof you supposedly cannot forge. Quantum breaks the proof. Everything we call secure is true only until someone finally checks, and for the first time the check is visible on the horizon. You cannot know whether your data has already been copied. You cannot know the exact day the key arrives. The trust holding up the digital age is a clock counting down to a zero no one can see. The honest counter matters. No machine on Earth can break this encryption today, and serious cryptographers still argue the real threat is a decade or more away. The timeline is far from certain. Quantum-safe codes already exist, the migration has started, and Bitcoin can move its coins to safety before Q-Day if it acts in time. The danger is not that everything breaks tomorrow. It is that anything which must stay secret into the 2030s, a state secret, an identity, a private key, is being stolen today and is already on the clock. The breach is not coming. It is already here, sitting in storage, perfectly encrypted, waiting for a machine that does not exist yet to read it out loud. Research and opinion, not investment advice.
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The largest theft in history has already happened. The people behind it just cannot open what they stole yet. Right now, intelligence agencies and criminal groups are quietly copying the world's encrypted data, bank records, medical files, state secrets, private messages, and storing every byte untouched. They cannot read any of it. They are collecting it anyway, because they know the key is about to be invented. The strategy has a name, harvest now, decrypt later, and in 2026 it stopped being theory. Washington declared this the Year of Quantum Security in January, backed by the FBI, the NSA, and NIST. Canada ordered every federal agency to file a migration plan by April. Europe set its deadline for December. Governments do not impose operational deadlines on a someday problem. They do it when the clock is already running. Here is what moved the clock. Every password, every transfer, every secret on Earth is protected by one assumption, that a certain math problem is too hard to solve. Quantum computers solve exactly that problem. For years the machine that could do it looked decades away. Then in late 2025 Google's Willow chip cracked the hardest part of building one, and in March 2026 Google's own researchers estimated that breaking the encryption behind Bitcoin might take fewer than 500,000 qubits, down from 20 million, and could run in minutes. The day this becomes real has a name, Q-Day, and the latest estimates place it between 2030 and 2033. Now make it concrete. Roughly 6.5 million Bitcoin, about a third of every coin that will ever exist, worth close to 500 billion dollars, sit in addresses that have already exposed the very key a quantum computer needs. That includes the coins of Satoshi, the anonymous creator. On Q-Day they become, in the researchers' own word, trivially stealable. It would not look like a crash or a whale selling. It would look like half a trillion dollars of the most secure money ever built simply walking out the door. The asset designed to trust no one and no institution turns out to rest on a single unverified bet, that one math problem stays hard forever. This is what sits beneath the entire digital world. A bank balance, a Bitcoin, a classified cable, all of it is real only because of a proof you supposedly cannot forge. Quantum breaks the proof. Everything we call secure is true only until someone finally checks, and for the first time the check is visible on the horizon. You cannot know whether your data has already been copied. You cannot know the exact day the key arrives. The trust holding up the digital age is a clock counting down to a zero no one can see. The honest counter matters. No machine on Earth can break this encryption today, and serious cryptographers still argue the real threat is a decade or more away. The timeline is far from certain. Quantum-safe codes already exist, the migration has started, and Bitcoin can move its coins to safety before Q-Day if it acts in time. The danger is not that everything breaks tomorrow. It is that anything which must stay secret into the 2030s, a state secret, an identity, a private key, is being stolen today and is already on the clock. The breach is not coming. It is already here, sitting in storage, perfectly encrypted, waiting for a machine that does not exist yet to read it out loud. Research and opinion, not investment advice.

Shanaka Anslem Perera ⚡

185,548 просмотров • 2 месяцев назад

XRP HAS HAD A MASSIVE 2026 SO FAR ripple:native has emerged as one of the most institutionally-adopted digital assets of 2026, with five spot ETFs trading in the US and cumulative inflows topping $1.50 billion by early March. The funds locked over 769 million XRP tokens across combined custody arrangements and recorded zero net outflow days in their first month. JPMorgan has forecast first-year inflows of $4 to $8.4 billion. Goldman Sachs disclosed a $153.8 million spot XRP ETF position in its Q4 2025 13F filing, making it the single largest known institutional holder. The allocation is distributed across Bitwise, Franklin Templeton's XRPZ, Grayscale's GXRP, and 21Shares' TOXR, accounting for roughly 73% of the top 30 institutional holdings combined. Ripple itself entered 2026 at a $50 billion private valuation, placing it among the ten most valuable private companies globally and the only blockchain-focused firm in that group. The company has logged over $95 billion in cumulative transaction volume and holds more than 75 regulatory licenses worldwide. November's $500 million strategic funding round drew Citadel Securities, Fortress, Pantera, Galaxy Digital, Brevan Howard, and Marshall Wace, and Ripple announced a Mastercard and Gemini partnership for stablecoin-powered credit card payments the same day. XRPL adoption metrics have moved sharply alongside the institutional flows. Daily transactions hit 3 million on March 15, a threefold jump from mid-2025 averages, driven by AMM pool activity, tokenized assets, and ethereum:0x8292bb45bf1ee4d140127049757c2e0ff06317ed denominated settlement flows. Real-world asset tokenization on the ledger has grown to over $474 million with represented value approaching $1.5 billion. The ledger has now processed more than 4 billion transactions since its inception. Technical milestones have been steady through Q1. RippleX shipped a critical node stability patch (rippled 3.1.2) on March 13, an AI-driven security overhaul on March 26, and a four-phase quantum-resistance roadmap targeting 2028 with Phase 2 underway. Lending Protocol and Single Asset Vaults are under amendment voting. XRP Community Day was held February 11-12 and the 2026 RippleX roadmap is shifting toward distributed funding and governance models. Price has not kept pace with the institutional flows. XRP trades around $1.36 today, off a $3.65 high in July 2025 and well below the Trump-election-driven rally that pushed it 400% above pre-election levels. Standard Chartered's Geoffrey Kendrick has forecast $8 in 2026, citing ETF flows and CLARITY Act regulatory clarity. Ripple CEO Brad Garlinghouse (Brad Garlinghouse) has predicted XRP capturing 14% of SWIFT volume within five years.
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XRP HAS HAD A MASSIVE 2026 SO FAR ripple:native has emerged as one of the most institutionally-adopted digital assets of 2026, with five spot ETFs trading in the US and cumulative inflows topping $1.50 billion by early March. The funds locked over 769 million XRP tokens across combined custody arrangements and recorded zero net outflow days in their first month. JPMorgan has forecast first-year inflows of $4 to $8.4 billion. Goldman Sachs disclosed a $153.8 million spot XRP ETF position in its Q4 2025 13F filing, making it the single largest known institutional holder. The allocation is distributed across Bitwise, Franklin Templeton's XRPZ, Grayscale's GXRP, and 21Shares' TOXR, accounting for roughly 73% of the top 30 institutional holdings combined. Ripple itself entered 2026 at a $50 billion private valuation, placing it among the ten most valuable private companies globally and the only blockchain-focused firm in that group. The company has logged over $95 billion in cumulative transaction volume and holds more than 75 regulatory licenses worldwide. November's $500 million strategic funding round drew Citadel Securities, Fortress, Pantera, Galaxy Digital, Brevan Howard, and Marshall Wace, and Ripple announced a Mastercard and Gemini partnership for stablecoin-powered credit card payments the same day. XRPL adoption metrics have moved sharply alongside the institutional flows. Daily transactions hit 3 million on March 15, a threefold jump from mid-2025 averages, driven by AMM pool activity, tokenized assets, and ethereum:0x8292bb45bf1ee4d140127049757c2e0ff06317ed denominated settlement flows. Real-world asset tokenization on the ledger has grown to over $474 million with represented value approaching $1.5 billion. The ledger has now processed more than 4 billion transactions since its inception. Technical milestones have been steady through Q1. RippleX shipped a critical node stability patch (rippled 3.1.2) on March 13, an AI-driven security overhaul on March 26, and a four-phase quantum-resistance roadmap targeting 2028 with Phase 2 underway. Lending Protocol and Single Asset Vaults are under amendment voting. XRP Community Day was held February 11-12 and the 2026 RippleX roadmap is shifting toward distributed funding and governance models. Price has not kept pace with the institutional flows. XRP trades around $1.36 today, off a $3.65 high in July 2025 and well below the Trump-election-driven rally that pushed it 400% above pre-election levels. Standard Chartered's Geoffrey Kendrick has forecast $8 in 2026, citing ETF flows and CLARITY Act regulatory clarity. Ripple CEO Brad Garlinghouse (Brad Garlinghouse) has predicted XRP capturing 14% of SWIFT volume within five years.

BSCN

13,418 просмотров • 4 месяцев назад

What I’m about to say about $QUBIC is INSANE!! Every cycle of hype and crisis in the world brings a new critical need. We’ve already seen it with: - DeFi (banking without banks) - Metaverse (new forms of human interaction) - RWA (tokenization of real-world assets) - Privacy (ZKP, Monero, etc.) - Stablecoins (digitized dollar) - AI (LLMs and automation) - Quantum Technology (post-classical computing) And now: Computational Energy + Decentralized AGI The next incalculable frontier is energy for data processing. Whoever turns mining power into abundant, real-use compute infrastructure will dominate the next cycle. Sovereign nations will no longer accept depending exclusively on American (or Chinese) Big Tech for critical AI, defense, and intelligence. Digital sovereignty has become a matter of national security. $QUBIC is perfectly positioned for this. Through Aigarth (its evolutionary “AI Garden”), the network runs on Useful Proof-of-Work: miners’ energy (CPU/GPU) isn’t wasted on useless hashes - it trains and evolves a decentralized AGI in real time. It’s becoming the world’s largest dedicated decentralized supercomputer. While nations seek alternatives to avoid becoming hostages to monopolies, QUBIC delivers accessible, resilient, and sovereign AGI - any country can run its own decentralized intelligence without relying on vulnerable centralized data centers. An adoption explosion is coming. QUBIC has the potential to become one of the most valuable assets on the planet by solving compute abundance + computational sovereignty. Other projects will try to follow (we already see echoes in ideas from figures like Elon Musk about open AGI). But by the time they wake up to the mathematical, structural, and philosophical problems QUBIC has been tackling for years, the network will be light-years ahead. This is not just price speculation. It’s a real-utility asset - proof of those who truly understand the future of distributed computing. Remember Palantir? At its 2020 IPO, valuation was ~$22B. Today it sits in the $340–365 billion range after exploding with AI + defense contracts. The lesson? AI applied to security and intelligence creates insane value. But there’s a serious problem: **centralized data centers are easy targets. We saw this clearly in the recent Middle East conflicts (2026): Iranian attacks on AWS, Oracle, and other data centers in the Gulf exposed the fragility of concentrated infrastructure. Anything that can be physically destroyed or cut off by sanctions/cyberattacks compromises national sovereignty. QUBIC is different: a globally distributed network powered by decentralized hashpower - extremely hard to “turn off.” An AGI resilient by design. Perfect for nations seeking true technological independence. QUBIC goes far beyond its whitepaper. It’s a civilizational thesis: abundant, sovereign, future-aligned computing. Those who understand this early aren’t just positioning financially - they’re positioning historically. #QUBIC #Aigarth #DecentralizedAI #UsefulPoW ---
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What I’m about to say about $QUBIC is INSANE!! Every cycle of hype and crisis in the world brings a new critical need. We’ve already seen it with: - DeFi (banking without banks) - Metaverse (new forms of human interaction) - RWA (tokenization of real-world assets) - Privacy (ZKP, Monero, etc.) - Stablecoins (digitized dollar) - AI (LLMs and automation) - Quantum Technology (post-classical computing) And now: Computational Energy + Decentralized AGI The next incalculable frontier is energy for data processing. Whoever turns mining power into abundant, real-use compute infrastructure will dominate the next cycle. Sovereign nations will no longer accept depending exclusively on American (or Chinese) Big Tech for critical AI, defense, and intelligence. Digital sovereignty has become a matter of national security. $QUBIC is perfectly positioned for this. Through Aigarth (its evolutionary “AI Garden”), the network runs on Useful Proof-of-Work: miners’ energy (CPU/GPU) isn’t wasted on useless hashes - it trains and evolves a decentralized AGI in real time. It’s becoming the world’s largest dedicated decentralized supercomputer. While nations seek alternatives to avoid becoming hostages to monopolies, QUBIC delivers accessible, resilient, and sovereign AGI - any country can run its own decentralized intelligence without relying on vulnerable centralized data centers. An adoption explosion is coming. QUBIC has the potential to become one of the most valuable assets on the planet by solving compute abundance + computational sovereignty. Other projects will try to follow (we already see echoes in ideas from figures like Elon Musk about open AGI). But by the time they wake up to the mathematical, structural, and philosophical problems QUBIC has been tackling for years, the network will be light-years ahead. This is not just price speculation. It’s a real-utility asset - proof of those who truly understand the future of distributed computing. Remember Palantir? At its 2020 IPO, valuation was ~$22B. Today it sits in the $340–365 billion range after exploding with AI + defense contracts. The lesson? AI applied to security and intelligence creates insane value. But there’s a serious problem: **centralized data centers are easy targets. We saw this clearly in the recent Middle East conflicts (2026): Iranian attacks on AWS, Oracle, and other data centers in the Gulf exposed the fragility of concentrated infrastructure. Anything that can be physically destroyed or cut off by sanctions/cyberattacks compromises national sovereignty. QUBIC is different: a globally distributed network powered by decentralized hashpower - extremely hard to “turn off.” An AGI resilient by design. Perfect for nations seeking true technological independence. QUBIC goes far beyond its whitepaper. It’s a civilizational thesis: abundant, sovereign, future-aligned computing. Those who understand this early aren’t just positioning financially - they’re positioning historically. #QUBIC #Aigarth #DecentralizedAI #UsefulPoW ---

BCharles

13,925 просмотров • 4 месяцев назад

🚨OPERATIONAL UPDATE: ISRAEL U.S. WAR WITH THE ISLAMIC REPUBLIC - Reporting Window: 3/11 to 3/12 • Iran widened pressure on the Gulf energy system, with tankers hit near Basra, a container vessel struck near the UAE, and fuel infrastructure targeted in Bahrain and Oman, sending oil back above $100. • Israel expanded its campaign inside Iran, striking IRGC command infrastructure, missile production sites, and drone launch networks in and around Tehran. • Hezbollah launched one of its largest rocket barrages of the war, triggering heavy Israeli strikes on command centers and weapons infrastructure in Beirut’s southern suburbs. • Iranian proxies and aligned forces continued attacks on U.S. positions across the region, bringing the total number of incidents targeting American sites or personnel to at least 25 since the war began. The central story of the last 24 hours is that the conflict is increasingly moving beyond the battlefield and into the systems that keep the region functioning. Iran continues to pressure shipping, energy infrastructure, and U.S. positions across the Middle East, while Israel is pushing deeper into the regime’s military and security architecture. The result is a war that now looks less like a contained exchange of strikes and more like a widening struggle over the region’s economic stability, military balance, and internal political control. ━━━━━━━━━━━━━━━━━━ *⃣ PERSIAN GULF: IRAN CONTINUES TO PRESSURE THE ENERGY SYSTEM The Persian Gulf remained the most strategically significant theater over the last 24 hours. Multiple reports confirmed additional attacks affecting shipping and energy infrastructure across the region. Two oil tankers were reported burning in Iraqi waters near Basra after earlier strikes on vessels in the Gulf, while another container ship was reportedly hit near the UAE. Fuel and logistics infrastructure also came under pressure. Bahraini authorities reported that Iranian aggression targeted fuel tanks at a facility in Muharraq near Bahrain International Airport, while additional reports indicated that oil storage facilities at Oman’s Port of Salalah were struck. These attacks reinforce a clear pattern: Iran may not be able to fully close the Strait of Hormuz, but it is demonstrating that it can disrupt the broader logistical network surrounding the Gulf’s energy system. The market reaction was immediate. Oil prices moved back above $100 despite coordinated moves by the United States and its partners to release large volumes from strategic petroleum reserves. The International Energy Agency and several governments have moved to inject supply into the market, but these measures are temporary buffers. As long as shipping through the Gulf remains at risk, the global energy market will continue to price in disruption. ━━━━━━━━━━━━━━━━━━ *⃣ TEHRAN: THE CAMPAIGN IS NOW HITTING THE REGIME’S CORE SECURITY NETWORK The latest strike waves inside Iran appear to be moving beyond general bombardment and toward a systematic dismantling of the regime’s security infrastructure. Israeli strikes reportedly targeted the IRGC Air Force headquarters in Tehran, ballistic missile storage and production facilities, Basij paramilitary command centers, and a compound at Imam Hossein University that functions as an operational hub for the Revolutionary Guards. Additional strikes were reported against Iranian intelligence ministry facilities and internal security infrastructure, indicating that the campaign is beginning to focus not only on missile capability but on the regime’s ability to control events inside the country. Separate strikes in western Iran reportedly hit drone launch teams preparing attacks toward Israel, suggesting that launch infrastructure is now being targeted dynamically as it emerges rather than only through preplanned strikes against fixed installations. Satellite imagery also confirmed damage to Iranian F-14 fighter aircraft at Isfahan’s 8th Tactical Air Base, further degrading an already aging Iranian air force that has struggled to contest Israeli and U.S. air superiority throughout the conflict. Taken together, the targeting pattern suggests that the coalition is increasingly focusing on the regime’s operational nervous system: command networks, launch infrastructure, and internal security forces that allow the government to coordinate and sustain military operations. ━━━━━━━━━━━━━━━━━━ *⃣ LEBANON: ISRAEL IS NOW TARGETING HEZBOLLAH’S OPERATIONAL COMMAND STRUCTURE The northern front also escalated sharply over the last 24 hours. Hezbollah launched one of its largest barrages of the war, firing large numbers of rockets and drones toward northern Israel in coordinated strikes linked to Iran’s broader regional campaign. Israel’s response focused heavily on Hezbollah’s command and operational infrastructure rather than simply retaliating against launch sites. Israeli aircraft struck multiple facilities in Beirut’s southern suburbs (Dahieh), including command centers, operational headquarters, and weapons storage sites linked to Hezbollah’s Radwan forces, the elite unit responsible for cross-border operations against Israel. Additional strikes targeted missile launch infrastructure and militant positions across southern Lebanon, as well as logistical sites used to support ongoing rocket attacks. The concentration of strikes in Dahieh is significant. The area functions as Hezbollah’s central military and intelligence hub, and repeated attacks there suggest Israel is attempting to disrupt the group’s command-and-control structure rather than merely suppress individual launch cells. This shift indicates that the northern theater may be entering a new phase where Israel seeks to systematically degrade Hezbollah’s operational leadership and coordination networks, not just reduce the immediate rocket threat. ━━━━━━━━━━━━━━━━━━ *⃣ REGIONAL SPILLOVER: U.S. POSITIONS AND GLOBAL SECURITY CONCERNS Regional spillover continues to grow. Iranian proxies and aligned groups have carried out repeated attacks targeting American facilities or sites hosting U.S. personnel across the Middle East. Analysts now count at least 25 attacks targeting U.S. sites or locations housing American personnel since the war began. One of the most significant recent incidents involved a drone strike on a large U.S. diplomatic facility near Baghdad International Airport. The attack caused damage but did not produce casualties, and U.S. officials suspect it was carried out by Iranian-aligned militias operating in Iraq. Beyond the Middle East itself, intelligence warnings suggest the conflict could reach further. U.S. authorities have warned about potential Iranian retaliation targeting American interests abroad, including scenarios involving drone launches from maritime platforms. Cyber activity linked to Iran has also been detected in Europe, including an attempted attack on a nuclear research facility in Poland that officials say bears multiple indicators of Iranian involvement. These developments show that while the war’s kinetic center remains in the Middle East, the broader confrontation between Iran and its adversaries is beginning to manifest across multiple domains: military, cyber, and economic. ━━━━━━━━━━━━━━━━━━ *⃣ WHAT MATTERS MOST RIGHT NOW The key takeaway from the past 24 hours is that the war is continuing to widen in practice even as some political messaging suggests it could be nearing a conclusion. Iran is still capable of imposing meaningful costs through attacks on shipping, energy infrastructure, and proxy operations across the region. Israel, meanwhile, is expanding its strike campaign into deeper layers of Iran’s military and security architecture while escalating pressure on Hezbollah in Lebanon. Neither side appears close to a decisive breakthrough. Iran’s leadership structure remains intact despite heavy strikes, and its network of proxies continues to generate pressure across multiple fronts. At the same time, Israel and the United States retain overwhelming military superiority and appear committed to degrading Iran’s ability to sustain a prolonged conflict. For now, the trajectory remains clear: the war is evolving from a direct exchange of strikes into a broader contest over the region’s economic stability, military balance, and political future. --------------------------------- END REPORT
0:17

🚨OPERATIONAL UPDATE: ISRAEL U.S. WAR WITH THE ISLAMIC REPUBLIC - Reporting Window: 3/11 to 3/12 • Iran widened pressure on the Gulf energy system, with tankers hit near Basra, a container vessel struck near the UAE, and fuel infrastructure targeted in Bahrain and Oman, sending oil back above $100. • Israel expanded its campaign inside Iran, striking IRGC command infrastructure, missile production sites, and drone launch networks in and around Tehran. • Hezbollah launched one of its largest rocket barrages of the war, triggering heavy Israeli strikes on command centers and weapons infrastructure in Beirut’s southern suburbs. • Iranian proxies and aligned forces continued attacks on U.S. positions across the region, bringing the total number of incidents targeting American sites or personnel to at least 25 since the war began. The central story of the last 24 hours is that the conflict is increasingly moving beyond the battlefield and into the systems that keep the region functioning. Iran continues to pressure shipping, energy infrastructure, and U.S. positions across the Middle East, while Israel is pushing deeper into the regime’s military and security architecture. The result is a war that now looks less like a contained exchange of strikes and more like a widening struggle over the region’s economic stability, military balance, and internal political control. ━━━━━━━━━━━━━━━━━━ *⃣ PERSIAN GULF: IRAN CONTINUES TO PRESSURE THE ENERGY SYSTEM The Persian Gulf remained the most strategically significant theater over the last 24 hours. Multiple reports confirmed additional attacks affecting shipping and energy infrastructure across the region. Two oil tankers were reported burning in Iraqi waters near Basra after earlier strikes on vessels in the Gulf, while another container ship was reportedly hit near the UAE. Fuel and logistics infrastructure also came under pressure. Bahraini authorities reported that Iranian aggression targeted fuel tanks at a facility in Muharraq near Bahrain International Airport, while additional reports indicated that oil storage facilities at Oman’s Port of Salalah were struck. These attacks reinforce a clear pattern: Iran may not be able to fully close the Strait of Hormuz, but it is demonstrating that it can disrupt the broader logistical network surrounding the Gulf’s energy system. The market reaction was immediate. Oil prices moved back above $100 despite coordinated moves by the United States and its partners to release large volumes from strategic petroleum reserves. The International Energy Agency and several governments have moved to inject supply into the market, but these measures are temporary buffers. As long as shipping through the Gulf remains at risk, the global energy market will continue to price in disruption. ━━━━━━━━━━━━━━━━━━ *⃣ TEHRAN: THE CAMPAIGN IS NOW HITTING THE REGIME’S CORE SECURITY NETWORK The latest strike waves inside Iran appear to be moving beyond general bombardment and toward a systematic dismantling of the regime’s security infrastructure. Israeli strikes reportedly targeted the IRGC Air Force headquarters in Tehran, ballistic missile storage and production facilities, Basij paramilitary command centers, and a compound at Imam Hossein University that functions as an operational hub for the Revolutionary Guards. Additional strikes were reported against Iranian intelligence ministry facilities and internal security infrastructure, indicating that the campaign is beginning to focus not only on missile capability but on the regime’s ability to control events inside the country. Separate strikes in western Iran reportedly hit drone launch teams preparing attacks toward Israel, suggesting that launch infrastructure is now being targeted dynamically as it emerges rather than only through preplanned strikes against fixed installations. Satellite imagery also confirmed damage to Iranian F-14 fighter aircraft at Isfahan’s 8th Tactical Air Base, further degrading an already aging Iranian air force that has struggled to contest Israeli and U.S. air superiority throughout the conflict. Taken together, the targeting pattern suggests that the coalition is increasingly focusing on the regime’s operational nervous system: command networks, launch infrastructure, and internal security forces that allow the government to coordinate and sustain military operations. ━━━━━━━━━━━━━━━━━━ *⃣ LEBANON: ISRAEL IS NOW TARGETING HEZBOLLAH’S OPERATIONAL COMMAND STRUCTURE The northern front also escalated sharply over the last 24 hours. Hezbollah launched one of its largest barrages of the war, firing large numbers of rockets and drones toward northern Israel in coordinated strikes linked to Iran’s broader regional campaign. Israel’s response focused heavily on Hezbollah’s command and operational infrastructure rather than simply retaliating against launch sites. Israeli aircraft struck multiple facilities in Beirut’s southern suburbs (Dahieh), including command centers, operational headquarters, and weapons storage sites linked to Hezbollah’s Radwan forces, the elite unit responsible for cross-border operations against Israel. Additional strikes targeted missile launch infrastructure and militant positions across southern Lebanon, as well as logistical sites used to support ongoing rocket attacks. The concentration of strikes in Dahieh is significant. The area functions as Hezbollah’s central military and intelligence hub, and repeated attacks there suggest Israel is attempting to disrupt the group’s command-and-control structure rather than merely suppress individual launch cells. This shift indicates that the northern theater may be entering a new phase where Israel seeks to systematically degrade Hezbollah’s operational leadership and coordination networks, not just reduce the immediate rocket threat. ━━━━━━━━━━━━━━━━━━ *⃣ REGIONAL SPILLOVER: U.S. POSITIONS AND GLOBAL SECURITY CONCERNS Regional spillover continues to grow. Iranian proxies and aligned groups have carried out repeated attacks targeting American facilities or sites hosting U.S. personnel across the Middle East. Analysts now count at least 25 attacks targeting U.S. sites or locations housing American personnel since the war began. One of the most significant recent incidents involved a drone strike on a large U.S. diplomatic facility near Baghdad International Airport. The attack caused damage but did not produce casualties, and U.S. officials suspect it was carried out by Iranian-aligned militias operating in Iraq. Beyond the Middle East itself, intelligence warnings suggest the conflict could reach further. U.S. authorities have warned about potential Iranian retaliation targeting American interests abroad, including scenarios involving drone launches from maritime platforms. Cyber activity linked to Iran has also been detected in Europe, including an attempted attack on a nuclear research facility in Poland that officials say bears multiple indicators of Iranian involvement. These developments show that while the war’s kinetic center remains in the Middle East, the broader confrontation between Iran and its adversaries is beginning to manifest across multiple domains: military, cyber, and economic. ━━━━━━━━━━━━━━━━━━ *⃣ WHAT MATTERS MOST RIGHT NOW The key takeaway from the past 24 hours is that the war is continuing to widen in practice even as some political messaging suggests it could be nearing a conclusion. Iran is still capable of imposing meaningful costs through attacks on shipping, energy infrastructure, and proxy operations across the region. Israel, meanwhile, is expanding its strike campaign into deeper layers of Iran’s military and security architecture while escalating pressure on Hezbollah in Lebanon. Neither side appears close to a decisive breakthrough. Iran’s leadership structure remains intact despite heavy strikes, and its network of proxies continues to generate pressure across multiple fronts. At the same time, Israel and the United States retain overwhelming military superiority and appear committed to degrading Iran’s ability to sustain a prolonged conflict. For now, the trajectory remains clear: the war is evolving from a direct exchange of strikes into a broader contest over the region’s economic stability, military balance, and political future. --------------------------------- END REPORT

Inside_Israel_Intel

30,124 просмотров • 6 месяцев назад

I told you to claim your free 16GB NVIDIA GPU for learning Local LLMs. Now I’m going to show you how to double its inference speed without touching the hardware. Google Colab gives you an enterprise grade NVIDIA Tesla T4 GPU for free, roughly 4 hours every single day. It is the absolute perfect sandbox for learning AI engineering, testing inference flags, and pushing massive context windows. The local AI timeline is moving way too fast. If you aren't using Multi Token Prediction (MTP) yet, you are leaving massive performance on the table. I just pushed DeepMind’s Gemma 4 26B to 64.9 t/s on this exact free tier. Let's look at the raw benchmark data running on an Ubuntu Linux environment with the latest compiled llama.cpp binaries and quantized GGUFs from Unsloth via HuggingFace: # Qwen 3.5 9B (Dense): Base: [ Prompt: 626.7 t/s | Generation: 21.0 t/s ] With MTP: [ Prompt: 539.1 t/s | Generation: 24.8 t/s ] # Gemma 4 26B QAT (MoE): Base: [ Prompt: 634.2 t/s | Generation: 48.3 t/s ] With MTP: [ Prompt: 572.1 t/s | Generation: 64.9 t/s ] If you are paying attention, this single Colab notebook reveals 3 massive observations about the current state of local LLMs: # 1. The MTP Speedup (Software Overclocking) Standard autoregressive decoding guesses one token at a time. MTP acts like a highly optimized, built in speculative decoder. It predicts multiple future tokens at once and the main model verifies them in parallel. The result? Zero accuracy loss and a massive throughput increase. Gemma jumped from 48 to 65 t/s just by flipping a flag. # 2. The MoE Paradox (Bigger is Faster) How does a 26B parameter model absolutely destroy a 9B model in raw speed on the exact same hardware? Architecture. Qwen 3.5 9B is a dense model. it activates all 9 billion parameters for every single token. Gemma 4 26B is a Mixture of Experts (MoE) model. It routes data efficiently, activating only 4B parameters per token. You get the reasoning capabilities of a 26B model with the compute cost of a 4B model. 3. Thinking Efficiency When I ran the exact same complex prompt on both models, the larger MoE spent significantly fewer "thinking" tokens to arrive at the correct answer. A smarter model doesn't just give better answers; it gets to the point faster, saving you compute cycles and preserving your context window. # Want to run this yourself? Here are the exact llama.cpp CLI commands. For Qwen (MTP is baked into the main model): ./llama-cli -m Qwen3.5-9B-UD-Q4_K_XL.gguf -p "Explain quantum computing." -n 2000 -c 8000 -ngl 99 -fa on --spec-type draft-mtp --spec-draft-n-max 4 --spec-draft-p-min 0.7 For Gemma (Using a separate lightweight draft model): ./llama-cli -m gemma-4-26B-A4B-it-qat-UD-Q4_K_XL.gguf --model-draft mtp-gemma-4-26B-A4B-it.gguf -p "Explain quantum computing." -n 2000 -c 8000 -ngl 99 -fa on --spec-type draft-mtp --spec-draft-n-max 4 --spec-draft-p-min 0.7 Stop waiting for a $3,000 rig. Boot up Colab, pull these models, and start building your stack. I’ve put together a completely free, cell by cell Google Colab notebook that automates this entire workflow so you can test it yourself in 5 minutes and learn. Link to the notebook is in the comments below. Experiemt with different MTP parameters, context windows and post your results in the comments.
0:12

I told you to claim your free 16GB NVIDIA GPU for learning Local LLMs. Now I’m going to show you how to double its inference speed without touching the hardware. Google Colab gives you an enterprise grade NVIDIA Tesla T4 GPU for free, roughly 4 hours every single day. It is the absolute perfect sandbox for learning AI engineering, testing inference flags, and pushing massive context windows. The local AI timeline is moving way too fast. If you aren't using Multi Token Prediction (MTP) yet, you are leaving massive performance on the table. I just pushed DeepMind’s Gemma 4 26B to 64.9 t/s on this exact free tier. Let's look at the raw benchmark data running on an Ubuntu Linux environment with the latest compiled llama.cpp binaries and quantized GGUFs from Unsloth via HuggingFace: # Qwen 3.5 9B (Dense): Base: [ Prompt: 626.7 t/s | Generation: 21.0 t/s ] With MTP: [ Prompt: 539.1 t/s | Generation: 24.8 t/s ] # Gemma 4 26B QAT (MoE): Base: [ Prompt: 634.2 t/s | Generation: 48.3 t/s ] With MTP: [ Prompt: 572.1 t/s | Generation: 64.9 t/s ] If you are paying attention, this single Colab notebook reveals 3 massive observations about the current state of local LLMs: # 1. The MTP Speedup (Software Overclocking) Standard autoregressive decoding guesses one token at a time. MTP acts like a highly optimized, built in speculative decoder. It predicts multiple future tokens at once and the main model verifies them in parallel. The result? Zero accuracy loss and a massive throughput increase. Gemma jumped from 48 to 65 t/s just by flipping a flag. # 2. The MoE Paradox (Bigger is Faster) How does a 26B parameter model absolutely destroy a 9B model in raw speed on the exact same hardware? Architecture. Qwen 3.5 9B is a dense model. it activates all 9 billion parameters for every single token. Gemma 4 26B is a Mixture of Experts (MoE) model. It routes data efficiently, activating only 4B parameters per token. You get the reasoning capabilities of a 26B model with the compute cost of a 4B model. 3. Thinking Efficiency When I ran the exact same complex prompt on both models, the larger MoE spent significantly fewer "thinking" tokens to arrive at the correct answer. A smarter model doesn't just give better answers; it gets to the point faster, saving you compute cycles and preserving your context window. # Want to run this yourself? Here are the exact llama.cpp CLI commands. For Qwen (MTP is baked into the main model): ./llama-cli -m Qwen3.5-9B-UD-Q4_K_XL.gguf -p "Explain quantum computing." -n 2000 -c 8000 -ngl 99 -fa on --spec-type draft-mtp --spec-draft-n-max 4 --spec-draft-p-min 0.7 For Gemma (Using a separate lightweight draft model): ./llama-cli -m gemma-4-26B-A4B-it-qat-UD-Q4_K_XL.gguf --model-draft mtp-gemma-4-26B-A4B-it.gguf -p "Explain quantum computing." -n 2000 -c 8000 -ngl 99 -fa on --spec-type draft-mtp --spec-draft-n-max 4 --spec-draft-p-min 0.7 Stop waiting for a $3,000 rig. Boot up Colab, pull these models, and start building your stack. I’ve put together a completely free, cell by cell Google Colab notebook that automates this entire workflow so you can test it yourself in 5 minutes and learn. Link to the notebook is in the comments below. Experiemt with different MTP parameters, context windows and post your results in the comments.

Alok

170,442 просмотров • 2 месяцев назад

Monthly WINR Protocol Development Update: To begin with, the WINR Protocol has distributed $900,000 to token holders, generated more than $500,000 in pure profit for liquidity providers on WLP, acquired more than 5,000 users, and has almost 9% of the supply burned. In the upcoming months, the WINR Protocol, which has been in production for years, will introduce a range of new products and deployments. These developments will represent the practical and technical evolution to V2 of the protocol. Here are the latest updates and further details as they progress: Progress on WINR Bonanza, Casino Hold'em, and Blackjack is nearing completion. These games are in the final stages of testing. Additional games, including a new type of crash game, have been finalized and are set to debut with the JustBet v2 launch. Take a look at the gameplay videos for a preview. These games achieve the long-term goal of providing a full-suite WINR Game Engine SDK, which can be used to build games with complex logic on-chain with modular smart contract infrastructure. For example, any grid slot game that dominates the iGaming industry could easily be developed on-chain using the WINR Bonanza SDK. - Permissionless Frontend Operator SDK Dashboard Release: March is poised to be a milestone month with the launch of the Frontend Operator SDK dashboards. These dashboards will enable any WINR Labs game to be seamlessly deployed on frontends, marking a significant advancement in protocol accessibility and integration for future games developed by independent iGaming developers. The frontend operator can deploy any game they choose through a few simple steps while utilizing 10,000 WINR per game via the WINR Game Factory smart contract. Each operator is assigned a unique smart contract address(es) for every game they deploy, allowing their revenue to be tracked independently. The deployment process includes instructions on integrating the game as a package into the operator's frontend. In subsequent phases, the games will transition through WINR Chain, streamlining user onboarding steps like wallet connection and token bridging to Arbitrum. This abstraction will make it easy for any web2/web3 platform on any chain to seamlessly integrate WINR-based games with just a few clicks. The new budget system changes how the revenue is calculated on the protocol and will see daylight with frontend operator, Solana, and Fantom deployments. This model was first tested with a lightweight version on and gave a lot of actionable feedback. Shifting from the existing bribe model, which in practice distributes almost half of the edge of the games in volume to WINR holders, the brand-new budget system checks the profitability of WLP. It distributes a larger part of the profit to game providers, frontend operators, and, most importantly, WINR holders. Any time a game's budget is in profit, a part of every loss is distributed to stakeholders. Here is an example: 1. The WINR Bonanza Game has a 10,000 budget for a frontend operator. 2. Let's assume the bet amount was $50, and Bonanza paid back $10 on that spin. That leaves $40 of pure profit. 3. This is distributed amongst 50% to WLP, 20% to frontend operators, 20% to WINR holders, and 10% to game providers. 4. To achieve this, V2 of WINR Liquidity Engine (WLP) will have a buffer for purchasing and selling, working in epochs to determine the above distribution and math. - Solana Deployment and Expansions: Solana audits are in their final phase, and frontend tests are ongoing. Solana launch will be alongside the V2 launch of @JustBetOfficial, with a chain switch available on the top bar. The VRF system WINR developed already is seeing requests from builders around the Solana ecosystem, and this will over time add an extra layer of income to the protocol. Solana's bankroll, at first, will be a lighter version of WLP but will inherit the above-mentioned budgeting system to generate income immediately upon launch. - Fantom Deployment and Expansions: Fantom's upcoming Sonic upgrade, with its 200ms finality and fast block production is a perfect chain for WINR Protocol to expand. Through the partnership with WINR Protocol will tap into a brand new user base on Fantom. The bankroll on Fantom will consist of FTM and stables. The launch is planned for late March or early April. This expansion aims to open up new markets and collaborations with fresh teams. which operates independently, will integrate a broad spectrum of WINR technologies, including WINR Account Abstraction, WINR VRF, and WINR games, marking a pivotal step in WINR Protocol’s journey of horizontal expansion. - XAI VRF Deployment Progress Update: The WINR Account Abstraction Wallet and WINR Verifiable Random Function (VRF) deployment on the XAI 🎮⛓️ is well underway, with the majority of the work completed. This step forward showcases WINR's expansion beyond gambling and trading, highlighting the protocol's adaptability and commitment to broadening decentralized services. The process to automize and permissionlessly let game developers start using WINR VRF by paying (and burning) fees in WINR will launch alongside WINR VRF deployment on XAI and expand to further chains to help DApp builders with the tooling they need. This process will work very similarly to frontend operators, where DApp builders will be able to easily deploy their VRF contract, pay the WINR fees, and enjoy the fastest random number generation transaction, as showcased on @JustBetOfficial for some time. - JustBet v2 Development Update: Set to launch in March, the last testing phase with long-time community members of JustBet V2 is underway. Boasting a completely refreshed look, JustBet v2 aims to captivate more users with its modern features, a significant upgrade from the classic JustBet designed in 2019. Expect dynamic animations and a user experience that rivals traditional web2 casinos, setting a new standard for online gambling platforms and serving once again as proof of concept for all the new WINR features and infrastructure set to launch over the coming months. As always, WINR Labs simultaneously develops protocol infrastructure and platform to best address the needs of one and only goal: horizontal expansion. Easter eggs: Upcoming Gitbook update with all the technical information of WINR V2. CEX listing. Detailed product pages on WINR web. Pyth competitions. WIP-4 and WIP-5 are ready to deploy. And an 🪂
0:18

Monthly WINR Protocol Development Update: To begin with, the WINR Protocol has distributed $900,000 to token holders, generated more than $500,000 in pure profit for liquidity providers on WLP, acquired more than 5,000 users, and has almost 9% of the supply burned. In the upcoming months, the WINR Protocol, which has been in production for years, will introduce a range of new products and deployments. These developments will represent the practical and technical evolution to V2 of the protocol. Here are the latest updates and further details as they progress: Progress on WINR Bonanza, Casino Hold'em, and Blackjack is nearing completion. These games are in the final stages of testing. Additional games, including a new type of crash game, have been finalized and are set to debut with the JustBet v2 launch. Take a look at the gameplay videos for a preview. These games achieve the long-term goal of providing a full-suite WINR Game Engine SDK, which can be used to build games with complex logic on-chain with modular smart contract infrastructure. For example, any grid slot game that dominates the iGaming industry could easily be developed on-chain using the WINR Bonanza SDK. - Permissionless Frontend Operator SDK Dashboard Release: March is poised to be a milestone month with the launch of the Frontend Operator SDK dashboards. These dashboards will enable any WINR Labs game to be seamlessly deployed on frontends, marking a significant advancement in protocol accessibility and integration for future games developed by independent iGaming developers. The frontend operator can deploy any game they choose through a few simple steps while utilizing 10,000 WINR per game via the WINR Game Factory smart contract. Each operator is assigned a unique smart contract address(es) for every game they deploy, allowing their revenue to be tracked independently. The deployment process includes instructions on integrating the game as a package into the operator's frontend. In subsequent phases, the games will transition through WINR Chain, streamlining user onboarding steps like wallet connection and token bridging to Arbitrum. This abstraction will make it easy for any web2/web3 platform on any chain to seamlessly integrate WINR-based games with just a few clicks. The new budget system changes how the revenue is calculated on the protocol and will see daylight with frontend operator, Solana, and Fantom deployments. This model was first tested with a lightweight version on and gave a lot of actionable feedback. Shifting from the existing bribe model, which in practice distributes almost half of the edge of the games in volume to WINR holders, the brand-new budget system checks the profitability of WLP. It distributes a larger part of the profit to game providers, frontend operators, and, most importantly, WINR holders. Any time a game's budget is in profit, a part of every loss is distributed to stakeholders. Here is an example: 1. The WINR Bonanza Game has a 10,000 budget for a frontend operator. 2. Let's assume the bet amount was $50, and Bonanza paid back $10 on that spin. That leaves $40 of pure profit. 3. This is distributed amongst 50% to WLP, 20% to frontend operators, 20% to WINR holders, and 10% to game providers. 4. To achieve this, V2 of WINR Liquidity Engine (WLP) will have a buffer for purchasing and selling, working in epochs to determine the above distribution and math. - Solana Deployment and Expansions: Solana audits are in their final phase, and frontend tests are ongoing. Solana launch will be alongside the V2 launch of @JustBetOfficial, with a chain switch available on the top bar. The VRF system WINR developed already is seeing requests from builders around the Solana ecosystem, and this will over time add an extra layer of income to the protocol. Solana's bankroll, at first, will be a lighter version of WLP but will inherit the above-mentioned budgeting system to generate income immediately upon launch. - Fantom Deployment and Expansions: Fantom's upcoming Sonic upgrade, with its 200ms finality and fast block production is a perfect chain for WINR Protocol to expand. Through the partnership with WINR Protocol will tap into a brand new user base on Fantom. The bankroll on Fantom will consist of FTM and stables. The launch is planned for late March or early April. This expansion aims to open up new markets and collaborations with fresh teams. which operates independently, will integrate a broad spectrum of WINR technologies, including WINR Account Abstraction, WINR VRF, and WINR games, marking a pivotal step in WINR Protocol’s journey of horizontal expansion. - XAI VRF Deployment Progress Update: The WINR Account Abstraction Wallet and WINR Verifiable Random Function (VRF) deployment on the XAI 🎮⛓️ is well underway, with the majority of the work completed. This step forward showcases WINR's expansion beyond gambling and trading, highlighting the protocol's adaptability and commitment to broadening decentralized services. The process to automize and permissionlessly let game developers start using WINR VRF by paying (and burning) fees in WINR will launch alongside WINR VRF deployment on XAI and expand to further chains to help DApp builders with the tooling they need. This process will work very similarly to frontend operators, where DApp builders will be able to easily deploy their VRF contract, pay the WINR fees, and enjoy the fastest random number generation transaction, as showcased on @JustBetOfficial for some time. - JustBet v2 Development Update: Set to launch in March, the last testing phase with long-time community members of JustBet V2 is underway. Boasting a completely refreshed look, JustBet v2 aims to captivate more users with its modern features, a significant upgrade from the classic JustBet designed in 2019. Expect dynamic animations and a user experience that rivals traditional web2 casinos, setting a new standard for online gambling platforms and serving once again as proof of concept for all the new WINR features and infrastructure set to launch over the coming months. As always, WINR Labs simultaneously develops protocol infrastructure and platform to best address the needs of one and only goal: horizontal expansion. Easter eggs: Upcoming Gitbook update with all the technical information of WINR V2. CEX listing. Detailed product pages on WINR web. Pyth competitions. WIP-4 and WIP-5 are ready to deploy. And an 🪂

WINR

37,919 просмотров • 2 лет назад

🚨 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.
2:50

🚨 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 просмотров • 5 месяцев назад

🚨 OPERATIONAL UPDATE: TALKS ADVANCE, PRESSURE HOLDS - Reporting Window: Last 24 Hours *⃣ If you find these reports useful, PLEASE consider sharing them, this is how more people get access to clear, open source breakdowns of what’s actually happening. Diplomacy is now fully underway, but the underlying structure of the war has not changed. U.S. and Iranian officials are actively engaged in talks in Islamabad, while Israel continues operations in Lebanon and regional pressure points remain unresolved. Negotiations are real, but they are happening alongside continued military activity, not in place of it. ━━━━━━━━━━━━━━━━━━ 🧠 MY ASSESSMENT The disconnect in this phase of the war is no longer just military. It is perceptual. Iran is negotiating like a peer power. It is not operating like one. The regime has taken real damage across leadership, infrastructure, and military capability. That much is clear from weeks of sustained strikes and the cumulative effect they’ve had on its systems. At the same time, the United States and Israel retain clear escalation dominance, including the ability to threaten core Iranian infrastructure on a scale that would put the regime itself at risk. And yet, Iran continues to negotiate from a maximalist position. That is not because it holds superior leverage. It is because the leverage it does have is concentrated in disruption, not control. Hormuz remains the clearest example. Iran does not need to shut it permanently to create pressure. It only needs to make it unstable enough to raise global economic costs and force urgency into negotiations. The same applies to its proxy network. Hezbollah does not need to win in Lebanon. It only needs to remain active enough to prevent a clean separation of fronts. So the reality is more specific than either extreme. Iran is not negotiating from strength. But it is not negotiating without leverage. It is negotiating from a weakened position, using time, disruption, and regional pressure to offset what it has lost militarily. That is what makes this phase unstable. The United States is trying to convert military advantage into a negotiated outcome. Iran is trying to convert limited leverage into constraints on that outcome. Israel is continuing to act where it is not constrained. Those dynamics do not resolve cleanly. They drag. And the longer they drag, the more the outcome depends not just on capability, but on tolerance for escalation and time. Now let's break down all the different theaters contributing to this assessment: ━━━━━━━━━━━━━━━━━━ 🇵🇰 ISLAMABAD TALKS: REAL, HIGH-STAKES, BUT FAR APART The most significant development in this window is the shift to direct U.S.–Iran engagement in Pakistan. Senior delegations are now physically present in Islamabad under heavy security, with Pakistan acting as the central intermediary trying to convert a temporary ceasefire into something more durable. But the gap between the two sides remains wide: • Iran’s reported framework focuses on sanctions relief, security guarantees, and preserving proxy influence • The U.S. framework demands nuclear dismantlement, missile limits, and a permanently open Hormuz Both sides are treating these as opening positions, not final terms. At the same time, Iranian negotiators are still pushing to include Lebanon in ceasefire guarantees, a condition that continues to complicate progress. ━━━━━━━━━━━━━━━━━━ 🇱🇧 LEBANON REMAINS ACTIVE Despite the diplomatic push, Lebanon remains an active combat zone. Israeli strikes continued across southern Lebanon in this window, including deadly strikes in Nabatieh and surrounding areas. Reporting indicates: • More than two dozen killed in a single strike event, including members of Lebanese security forces • Additional strikes on urban areas, shops, and infrastructure • Continued clashes on the ground, with IDF personnel wounded in exchanges along the border At the same time, Hezbollah fire has not stopped entirely, with intermittent launches toward northern Israel continuing. The key continuity point holds: Lebanon is not covered by the ceasefire structure being negotiated in Pakistan, and it is not behaving like it is. ━━━━━━━━━━━━━━━━━━ ⚓ HORMUZ: STILL UNRESOLVED The Strait of Hormuz remains the central strategic lever. U.S. officials are signaling active efforts to secure the waterway, including naval movements and mine-clearing operations, though some claims remain unverified. At the same time, Iran continues to threaten rapid retaliation against U.S. vessels operating in the area. This is the same unresolved issue sitting underneath the negotiations: • The ceasefire depends on Hormuz being open and stable • That condition has not yet been fully met • Both sides are still signaling willingness to escalate if it breaks down ━━━━━━━━━━━━━━━━━━ 🌍 REGIONAL PRESSURE AND SPILLOVER The regional layer of the war remains active even as talks proceed. Recent reporting highlights: • Continued Iranian-linked pressure on Gulf infrastructure, which has already disrupted Saudi industrial capacity in recent days • Pakistan increasing its own military posture, including sending fighter jets to Saudi Arabia as part of broader defense coordination • European pressure, particularly from France, to expand the ceasefire framework to include Lebanon This reinforces the broader pattern: The war is no longer confined to one front, and it cannot be easily paused in one place without consequences elsewhere. ━━━━━━━━━━━━━━━━━━ 🇮🇷 INTERNAL IRAN DYNAMICS Additional reporting in this window provides a clearer picture inside Iran. • Iran’s current Supreme Leader, Mojtaba Khamenei, remains seriously injured from earlier strikes but is still actively governing through remote coordination • The regime continues to maintain tight control domestically, including extended internet blackouts • There are increasing indications of information control and narrative shaping as negotiations proceed Separately, reporting suggests the regime has encouraged civilians to position themselves near key infrastructure as a deterrence tactic, reinforcing a pattern of using civilian presence as part of its defensive posture. ━━━━━━━━━━━━━━━━━━ 📌 WHAT MATTERS MOST RIGHT NOW • Direct U.S.–Iran talks are now fully underway in Pakistan, but positions remain far apart • Lebanon remains an active battlefield, with continued Israeli strikes and ongoing casualties • Hormuz is still not fully stabilized, leaving the entire diplomatic framework conditional • Regional actors are adjusting posture, including Gulf states and Pakistan, signaling continued instability • Iran continues to operate from a constrained but still functional position, both militarily and internally
0:32

🚨 OPERATIONAL UPDATE: TALKS ADVANCE, PRESSURE HOLDS - Reporting Window: Last 24 Hours *⃣ If you find these reports useful, PLEASE consider sharing them, this is how more people get access to clear, open source breakdowns of what’s actually happening. Diplomacy is now fully underway, but the underlying structure of the war has not changed. U.S. and Iranian officials are actively engaged in talks in Islamabad, while Israel continues operations in Lebanon and regional pressure points remain unresolved. Negotiations are real, but they are happening alongside continued military activity, not in place of it. ━━━━━━━━━━━━━━━━━━ 🧠 MY ASSESSMENT The disconnect in this phase of the war is no longer just military. It is perceptual. Iran is negotiating like a peer power. It is not operating like one. The regime has taken real damage across leadership, infrastructure, and military capability. That much is clear from weeks of sustained strikes and the cumulative effect they’ve had on its systems. At the same time, the United States and Israel retain clear escalation dominance, including the ability to threaten core Iranian infrastructure on a scale that would put the regime itself at risk. And yet, Iran continues to negotiate from a maximalist position. That is not because it holds superior leverage. It is because the leverage it does have is concentrated in disruption, not control. Hormuz remains the clearest example. Iran does not need to shut it permanently to create pressure. It only needs to make it unstable enough to raise global economic costs and force urgency into negotiations. The same applies to its proxy network. Hezbollah does not need to win in Lebanon. It only needs to remain active enough to prevent a clean separation of fronts. So the reality is more specific than either extreme. Iran is not negotiating from strength. But it is not negotiating without leverage. It is negotiating from a weakened position, using time, disruption, and regional pressure to offset what it has lost militarily. That is what makes this phase unstable. The United States is trying to convert military advantage into a negotiated outcome. Iran is trying to convert limited leverage into constraints on that outcome. Israel is continuing to act where it is not constrained. Those dynamics do not resolve cleanly. They drag. And the longer they drag, the more the outcome depends not just on capability, but on tolerance for escalation and time. Now let's break down all the different theaters contributing to this assessment: ━━━━━━━━━━━━━━━━━━ 🇵🇰 ISLAMABAD TALKS: REAL, HIGH-STAKES, BUT FAR APART The most significant development in this window is the shift to direct U.S.–Iran engagement in Pakistan. Senior delegations are now physically present in Islamabad under heavy security, with Pakistan acting as the central intermediary trying to convert a temporary ceasefire into something more durable. But the gap between the two sides remains wide: • Iran’s reported framework focuses on sanctions relief, security guarantees, and preserving proxy influence • The U.S. framework demands nuclear dismantlement, missile limits, and a permanently open Hormuz Both sides are treating these as opening positions, not final terms. At the same time, Iranian negotiators are still pushing to include Lebanon in ceasefire guarantees, a condition that continues to complicate progress. ━━━━━━━━━━━━━━━━━━ 🇱🇧 LEBANON REMAINS ACTIVE Despite the diplomatic push, Lebanon remains an active combat zone. Israeli strikes continued across southern Lebanon in this window, including deadly strikes in Nabatieh and surrounding areas. Reporting indicates: • More than two dozen killed in a single strike event, including members of Lebanese security forces • Additional strikes on urban areas, shops, and infrastructure • Continued clashes on the ground, with IDF personnel wounded in exchanges along the border At the same time, Hezbollah fire has not stopped entirely, with intermittent launches toward northern Israel continuing. The key continuity point holds: Lebanon is not covered by the ceasefire structure being negotiated in Pakistan, and it is not behaving like it is. ━━━━━━━━━━━━━━━━━━ ⚓ HORMUZ: STILL UNRESOLVED The Strait of Hormuz remains the central strategic lever. U.S. officials are signaling active efforts to secure the waterway, including naval movements and mine-clearing operations, though some claims remain unverified. At the same time, Iran continues to threaten rapid retaliation against U.S. vessels operating in the area. This is the same unresolved issue sitting underneath the negotiations: • The ceasefire depends on Hormuz being open and stable • That condition has not yet been fully met • Both sides are still signaling willingness to escalate if it breaks down ━━━━━━━━━━━━━━━━━━ 🌍 REGIONAL PRESSURE AND SPILLOVER The regional layer of the war remains active even as talks proceed. Recent reporting highlights: • Continued Iranian-linked pressure on Gulf infrastructure, which has already disrupted Saudi industrial capacity in recent days • Pakistan increasing its own military posture, including sending fighter jets to Saudi Arabia as part of broader defense coordination • European pressure, particularly from France, to expand the ceasefire framework to include Lebanon This reinforces the broader pattern: The war is no longer confined to one front, and it cannot be easily paused in one place without consequences elsewhere. ━━━━━━━━━━━━━━━━━━ 🇮🇷 INTERNAL IRAN DYNAMICS Additional reporting in this window provides a clearer picture inside Iran. • Iran’s current Supreme Leader, Mojtaba Khamenei, remains seriously injured from earlier strikes but is still actively governing through remote coordination • The regime continues to maintain tight control domestically, including extended internet blackouts • There are increasing indications of information control and narrative shaping as negotiations proceed Separately, reporting suggests the regime has encouraged civilians to position themselves near key infrastructure as a deterrence tactic, reinforcing a pattern of using civilian presence as part of its defensive posture. ━━━━━━━━━━━━━━━━━━ 📌 WHAT MATTERS MOST RIGHT NOW • Direct U.S.–Iran talks are now fully underway in Pakistan, but positions remain far apart • Lebanon remains an active battlefield, with continued Israeli strikes and ongoing casualties • Hormuz is still not fully stabilized, leaving the entire diplomatic framework conditional • Regional actors are adjusting posture, including Gulf states and Pakistan, signaling continued instability • Iran continues to operate from a constrained but still functional position, both militarily and internally

Inside_Israel_Intel

15,357 просмотров • 5 месяцев назад

Israel Has Hit Nearly Everything It Planned To. Now What?... 🚨 OPERATIONAL UPDATE: ISRAEL U.S. WAR WITH IRAN - Reporting Window: Last 24 Hours Israel has now largely completed its preplanned strategic strike package inside Iran, while Iran’s response continues to degrade in scale but not in intent. At the same time, the northern front is heating back up, and regional actors are positioning for what comes next rather than what comes now. ✈️ STRATEGIC AIR CAMPAIGN OVER IRAN Israel has effectively finished its target list. The IDF now confirms that nearly all “vital and strategic” targets have been struck. Over the past 24 hours, operations focused on depth and completeness rather than expansion. Strikes hit a wide geographic spread including Tehran, Shiraz, Kermanshah, and Ahvaz, with particular emphasis on military-industrial infrastructure. Key targets included: *⃣ Approximately 20 weapons production and R&D fa cilities in Tehran *⃣ Mehrabad Airport and adjacent regime-linked infrastructure *⃣ A chemical supply node tied to SPND, Iran’s weapons development apparatus At the same time, Israel continued its shift into economic warfare. The destruction of major components of Mobarakeh Steel, Iran’s largest industrial complex, is not tactical. It is strategic degradation of long-term national capacity. What changed here is straightforward. This is no longer a shaping campaign. This is a completion phase. Israel has moved from identifying targets to executing them, and now toward locking in the strategic outcome. 🚀 IRANIAN MISSILE ACTIVITY Iran is still responding, but the character of that response has changed. In the latest barrage, roughly 10 ballistic missiles were launched in the opening wave. That makes it one of the larger salvos in recent weeks, but still far below earlier peak volumes. Most were intercepted, and physical damage was limited, though civilian impact remains real, particularly through panic, injuries, and indirect casualties. The important distinction is this: Iran still has the stockpile, but not the operational tempo. Its retaliation doctrine remains intact. It continues to mirror categories of targets struck inside Iran, expanding at times to civilian and economic infrastructure in Israel and across the Gulf. But the scale is no longer overwhelming. It is calibrated. 🔥 NORTHERN FRONT: LEBANON ESCALATION While Iran slows, the northern front is doing the opposite. Hezbollah resumed intense rocket fire into northern Israel, including a direct hit in Kiryat Shmona that caused multiple injuries. In response, Israeli operations intensified significantly. In the last 24 hours: *⃣ Over 40 Hezbollah fighters were killed *⃣ A senior Hezbollah commander was eliminated in Beirut *⃣ The IDF began systematically destroying homes used for launch positions and surveillance This marks a clear doctrinal shift. Israel is no longer just responding to fire. It is shaping the battlefield, likely toward a buffer-zone model similar to early phases of Gaza operations. 🌍 REGIONAL AND GLOBAL DIPLOMATIC MOVEMENT Diplomatic activity is accelerating for one reason. The military phase is stabilizing. President Trump again stated that the war is nearing completion, though notably without offering a clear timeline or exit structure. That ambiguity is now a central feature of the conflict’s political layer. At the same time: *⃣ Pakistan has emerged as a potential mediator between the U.S. and Iran *⃣ Gulf and European states are pushing for de-escalation frameworks *⃣ Discussions are increasingly focused on maritime security and the Strait of Hormuz The UAE, in particular, has highlighted the scale of Iranian regional attacks, reporting hundreds of intercepted missiles and drones while framing Iran’s actions as violations of sovereignty and international law. This is no longer just about the battlefield. It is about shaping the post-war order. ⚠️ INTERNAL IRAN PRESSURE Inside Iran, pressure is building across multiple fronts. The economy is entering a wartime shock phase, with inflation rising sharply and essential goods becoming harder to access. At the same time, the regime continues internal crackdowns, including executions tied to earlier protests. There are also signs of instability at higher levels. The reported assassination attempt on former foreign minister Kamal Kharazi adds another layer of uncertainty, whether internal or externally driven. Public trust is eroding. Information control is weakening. The internal environment is becoming more volatile, not less. 🧭 THE BIG PICTURE What changed in the last 24 hours is not the scale of the war. It is the clarity of its trajectory. Israel has largely completed its strategic objectives inside Iran. Iran continues to respond, but at a reduced and more controlled pace. The center of gravity is shifting away from large-scale strikes and toward political positioning. At the same time, the Lebanon front is emerging as the most active and unpredictable theater. 🧠 MY ASSESSMENT This is the phase most observers misread. The war is not ending because Iran has collapsed or because stability has been achieved. It is moving toward an endpoint because the core objectives have been demonstrated. Israel and the United States have shown that they can penetrate Iran at will, dismantle critical infrastructure, and do so without being pulled into a prolonged ground conflict. That changes the strategic equation. Even if the regime remains in place, the message is now unmistakable. Military dominance does not require occupation. Deterrence no longer depends on long wars. And that lesson will not be lost on Iran, Hezbollah, the Houthis, or any actor watching how this conflict unfolded.
0:11

Israel Has Hit Nearly Everything It Planned To. Now What?... 🚨 OPERATIONAL UPDATE: ISRAEL U.S. WAR WITH IRAN - Reporting Window: Last 24 Hours Israel has now largely completed its preplanned strategic strike package inside Iran, while Iran’s response continues to degrade in scale but not in intent. At the same time, the northern front is heating back up, and regional actors are positioning for what comes next rather than what comes now. ✈️ STRATEGIC AIR CAMPAIGN OVER IRAN Israel has effectively finished its target list. The IDF now confirms that nearly all “vital and strategic” targets have been struck. Over the past 24 hours, operations focused on depth and completeness rather than expansion. Strikes hit a wide geographic spread including Tehran, Shiraz, Kermanshah, and Ahvaz, with particular emphasis on military-industrial infrastructure. Key targets included: *⃣ Approximately 20 weapons production and R&D fa cilities in Tehran *⃣ Mehrabad Airport and adjacent regime-linked infrastructure *⃣ A chemical supply node tied to SPND, Iran’s weapons development apparatus At the same time, Israel continued its shift into economic warfare. The destruction of major components of Mobarakeh Steel, Iran’s largest industrial complex, is not tactical. It is strategic degradation of long-term national capacity. What changed here is straightforward. This is no longer a shaping campaign. This is a completion phase. Israel has moved from identifying targets to executing them, and now toward locking in the strategic outcome. 🚀 IRANIAN MISSILE ACTIVITY Iran is still responding, but the character of that response has changed. In the latest barrage, roughly 10 ballistic missiles were launched in the opening wave. That makes it one of the larger salvos in recent weeks, but still far below earlier peak volumes. Most were intercepted, and physical damage was limited, though civilian impact remains real, particularly through panic, injuries, and indirect casualties. The important distinction is this: Iran still has the stockpile, but not the operational tempo. Its retaliation doctrine remains intact. It continues to mirror categories of targets struck inside Iran, expanding at times to civilian and economic infrastructure in Israel and across the Gulf. But the scale is no longer overwhelming. It is calibrated. 🔥 NORTHERN FRONT: LEBANON ESCALATION While Iran slows, the northern front is doing the opposite. Hezbollah resumed intense rocket fire into northern Israel, including a direct hit in Kiryat Shmona that caused multiple injuries. In response, Israeli operations intensified significantly. In the last 24 hours: *⃣ Over 40 Hezbollah fighters were killed *⃣ A senior Hezbollah commander was eliminated in Beirut *⃣ The IDF began systematically destroying homes used for launch positions and surveillance This marks a clear doctrinal shift. Israel is no longer just responding to fire. It is shaping the battlefield, likely toward a buffer-zone model similar to early phases of Gaza operations. 🌍 REGIONAL AND GLOBAL DIPLOMATIC MOVEMENT Diplomatic activity is accelerating for one reason. The military phase is stabilizing. President Trump again stated that the war is nearing completion, though notably without offering a clear timeline or exit structure. That ambiguity is now a central feature of the conflict’s political layer. At the same time: *⃣ Pakistan has emerged as a potential mediator between the U.S. and Iran *⃣ Gulf and European states are pushing for de-escalation frameworks *⃣ Discussions are increasingly focused on maritime security and the Strait of Hormuz The UAE, in particular, has highlighted the scale of Iranian regional attacks, reporting hundreds of intercepted missiles and drones while framing Iran’s actions as violations of sovereignty and international law. This is no longer just about the battlefield. It is about shaping the post-war order. ⚠️ INTERNAL IRAN PRESSURE Inside Iran, pressure is building across multiple fronts. The economy is entering a wartime shock phase, with inflation rising sharply and essential goods becoming harder to access. At the same time, the regime continues internal crackdowns, including executions tied to earlier protests. There are also signs of instability at higher levels. The reported assassination attempt on former foreign minister Kamal Kharazi adds another layer of uncertainty, whether internal or externally driven. Public trust is eroding. Information control is weakening. The internal environment is becoming more volatile, not less. 🧭 THE BIG PICTURE What changed in the last 24 hours is not the scale of the war. It is the clarity of its trajectory. Israel has largely completed its strategic objectives inside Iran. Iran continues to respond, but at a reduced and more controlled pace. The center of gravity is shifting away from large-scale strikes and toward political positioning. At the same time, the Lebanon front is emerging as the most active and unpredictable theater. 🧠 MY ASSESSMENT This is the phase most observers misread. The war is not ending because Iran has collapsed or because stability has been achieved. It is moving toward an endpoint because the core objectives have been demonstrated. Israel and the United States have shown that they can penetrate Iran at will, dismantle critical infrastructure, and do so without being pulled into a prolonged ground conflict. That changes the strategic equation. Even if the regime remains in place, the message is now unmistakable. Military dominance does not require occupation. Deterrence no longer depends on long wars. And that lesson will not be lost on Iran, Hezbollah, the Houthis, or any actor watching how this conflict unfolded.

Inside_Israel_Intel

129,155 просмотров • 5 месяцев назад

President Zelenskyy is in Canada today. His visit is primarily about air defense for Ukraine and how Ukraine can survive the winter. This is the right priority: the sky above Ukrainian cities is currently more important than any concepts. But I would look at this visit more broadly. Canada is currently restructuring its defense policy toward Europe, and Ukraine can take a significantly more important place in this restructuring than is visible from the list of aid packages. We are talking about the Canada–EU–Ukraine triangle. This is not an alternative to NATO, but rather an additional mechanism within Euro-Atlantic security. Why is this happening right now? There are four reasons: the lasting confrontation with Russia, growing threats in the Arctic and North Atlantic, Europe's need to take care of its own defense, and uncertainty regarding the duration, terms and conditions that the US will remain a guarantor of security. I will start with Canada. In 2025, PM Carney said that about 75 cents out of every dollar of Canadian capital defense spending goes to American suppliers. Therefore, Canada is now setting a course toward diversification. At the same time, there are no intentions to sever ties with Washington. Canadian defense-industrial strategy explicitly emphasizes strong relations with the United States. The second Canadian motive is the Arctic. Seven out of eight Arctic states are now in NATO. Russia remains the main military threat in the region, while China is increasingly taking an active interest in resources and routes. But for Ottawa, the North is also a matter of sovereignty. At the Canadian-Nordic Summit in Oslo in March, leaders specifically emphasized the territorial integrity and sovereignty of states. Against the backdrop of disputes surrounding Greenland and talk about a "51st state," a closer security partnership with Europe gives Canada more political support in these matters. And thirdly, let's be honest: in terms of military capabilities, Canada is not a giant. It only plans to reach 2% of GDP on defense this fiscal year. Canada's strength lies in geography and coalitions: in the fact that, together with the US, it secures NORAD while simultaneously building bridges to Europe. And why does Europe need Canada? Because Europe's need is not just weapons, but also the ability to move troops, equipment, and resources across the Atlantic. The JFC Norfolk command, which is responsible for maritime communications between North America and Europe, as of December 2025 also covers Denmark, Finland, and Sweden. The Atlantic, the North, and the East of Europe in NATO planning are increasingly becoming a single space. Canada in this scheme is the other shore of the Atlantic. The most interesting thing is that elements of the Canada-EU-Ukraine triangle are already working. SAFE is the first of them. This is a European concessional loan mechanism for joint defense procurement, worth EUR 150 billion. The main condition is that the money must work for the European defense industry. Therefore, at least 65% of the component value in a contract must be European. Under SAFE rules, items produced in Ukraine count as European, on equal footing with products from EU countries, Norway, or Iceland. Canada was also admitted to the mechanism, becoming the first non-European country to join. Joint production is the second one. In May, the defense ministries of Ukraine and Canada signed an agreement to produce Ukrainian reconnaissance drones in Canada for the Armed Forces of Ukraine through the Airlogix-Sentinel joint venture. Ukraine provides battle-tested technology; Canada provides manufacturing capacity and funding. This is no longer aid, it's a manufacturing partnership. The third one: money. The NATO Ankara Declaration recorded that European allies and Canada are already funding the vast majority of security assistance to Ukraine. The threats facing all three sides are also shared. The most vivid example is underwater infrastructure. According to Reuters that cites two Western officials, in the spring, Britain, Norway, and the US tracked Russian GUGI submersibles that were practicing the use of means for covertly disabling cables near Svalbard. For Canada, this concerns trans-Atlantic communications and Arctic surveillance. For the EU: cables, ports, and energy grids. For Ukraine: energy infrastructure and the Black Sea infrastructure. What does Ukraine bring to this arrangement? We bring experience that neither Canada nor most European armies possess: high-intensity warfare against Russia, mass deployment of drones, electronic warfare, intelligence, and protecting infrastructure under constant attack. Chatham House, in a May report, directly proposes integrating Ukraine into NATO's Eastern Sentry, as well as into the EU's Eastern Flank Watch and Drone Defense Initiative, arguing that Ukrainian solutions could make the defense of the continent against drones more cost-effective. Ukraine, without a full-fledged navy, forced the Russian Black Sea Fleet to withdraw its main forces from Sevastopol, Crimea. This experience is directly relevant to both the Baltic and the North Atlantic. Shared maritime situational awareness from the Black Sea to the Arctic (Canadian space capabilities, European surveillance programs, and Ukrainian practical experience) would allow monitoring the Russian navy, shadow tankers, and underwater infrastructure as a single theater. Cooperation between Canada and the EU can reduce dependence on unstable supply chains. Canada possesses significant reserves of critical materials, important among other things for the defense industry, whereas the EU depends on China for critical raw materials. Combining Canadian resources, European manufacturing capacity, and Ukrainian technology could create a distinct trans-Atlantic supply chain. Energy cooperation should be long-term. Canada does not yet have sufficient infrastructure on its Atlantic coast to quickly replace Russian energy resources in Europe. However, it can gradually become one of the sources of the EU's energy security. This applies not only to LNG, but also to critical materials, nuclear fuel, and the protection of energy infrastructure. The role of the United Kingdom should not be underestimated, as well. It plays a significant role in the security of the North Atlantic, the GIUK gap, the protection of underwater infrastructure, and the development of the Atlantic Bastion concept, fitting naturally into a broader security system beyond the Canada–EU–Ukraine format. However, this specific triangle holds distinct significance because it combines Canada, European institutions, and Ukraine's gradual integration into the European defense market. Thus, Ukrainian president's visit to Canada does not create a triangle in itself. But it shows that there are elements that are already working: SAFE, where Ukrainian content is counted toward European content; JFC Norfolk, which stitches the Atlantic to the North and East of Europe; Ukrainian drones manufactured in Canada; and funding, the main share of which is already borne by Europe and Canada. The potential for deepening cooperation within the triangle lies in joint projects: air defense and counter-drone measures, maritime situational awareness from the Black Sea to the North Atlantic, protection of underwater infrastructure, and raw material supply chains.
0:18

President Zelenskyy is in Canada today. His visit is primarily about air defense for Ukraine and how Ukraine can survive the winter. This is the right priority: the sky above Ukrainian cities is currently more important than any concepts. But I would look at this visit more broadly. Canada is currently restructuring its defense policy toward Europe, and Ukraine can take a significantly more important place in this restructuring than is visible from the list of aid packages. We are talking about the Canada–EU–Ukraine triangle. This is not an alternative to NATO, but rather an additional mechanism within Euro-Atlantic security. Why is this happening right now? There are four reasons: the lasting confrontation with Russia, growing threats in the Arctic and North Atlantic, Europe's need to take care of its own defense, and uncertainty regarding the duration, terms and conditions that the US will remain a guarantor of security. I will start with Canada. In 2025, PM Carney said that about 75 cents out of every dollar of Canadian capital defense spending goes to American suppliers. Therefore, Canada is now setting a course toward diversification. At the same time, there are no intentions to sever ties with Washington. Canadian defense-industrial strategy explicitly emphasizes strong relations with the United States. The second Canadian motive is the Arctic. Seven out of eight Arctic states are now in NATO. Russia remains the main military threat in the region, while China is increasingly taking an active interest in resources and routes. But for Ottawa, the North is also a matter of sovereignty. At the Canadian-Nordic Summit in Oslo in March, leaders specifically emphasized the territorial integrity and sovereignty of states. Against the backdrop of disputes surrounding Greenland and talk about a "51st state," a closer security partnership with Europe gives Canada more political support in these matters. And thirdly, let's be honest: in terms of military capabilities, Canada is not a giant. It only plans to reach 2% of GDP on defense this fiscal year. Canada's strength lies in geography and coalitions: in the fact that, together with the US, it secures NORAD while simultaneously building bridges to Europe. And why does Europe need Canada? Because Europe's need is not just weapons, but also the ability to move troops, equipment, and resources across the Atlantic. The JFC Norfolk command, which is responsible for maritime communications between North America and Europe, as of December 2025 also covers Denmark, Finland, and Sweden. The Atlantic, the North, and the East of Europe in NATO planning are increasingly becoming a single space. Canada in this scheme is the other shore of the Atlantic. The most interesting thing is that elements of the Canada-EU-Ukraine triangle are already working. SAFE is the first of them. This is a European concessional loan mechanism for joint defense procurement, worth EUR 150 billion. The main condition is that the money must work for the European defense industry. Therefore, at least 65% of the component value in a contract must be European. Under SAFE rules, items produced in Ukraine count as European, on equal footing with products from EU countries, Norway, or Iceland. Canada was also admitted to the mechanism, becoming the first non-European country to join. Joint production is the second one. In May, the defense ministries of Ukraine and Canada signed an agreement to produce Ukrainian reconnaissance drones in Canada for the Armed Forces of Ukraine through the Airlogix-Sentinel joint venture. Ukraine provides battle-tested technology; Canada provides manufacturing capacity and funding. This is no longer aid, it's a manufacturing partnership. The third one: money. The NATO Ankara Declaration recorded that European allies and Canada are already funding the vast majority of security assistance to Ukraine. The threats facing all three sides are also shared. The most vivid example is underwater infrastructure. According to Reuters that cites two Western officials, in the spring, Britain, Norway, and the US tracked Russian GUGI submersibles that were practicing the use of means for covertly disabling cables near Svalbard. For Canada, this concerns trans-Atlantic communications and Arctic surveillance. For the EU: cables, ports, and energy grids. For Ukraine: energy infrastructure and the Black Sea infrastructure. What does Ukraine bring to this arrangement? We bring experience that neither Canada nor most European armies possess: high-intensity warfare against Russia, mass deployment of drones, electronic warfare, intelligence, and protecting infrastructure under constant attack. Chatham House, in a May report, directly proposes integrating Ukraine into NATO's Eastern Sentry, as well as into the EU's Eastern Flank Watch and Drone Defense Initiative, arguing that Ukrainian solutions could make the defense of the continent against drones more cost-effective. Ukraine, without a full-fledged navy, forced the Russian Black Sea Fleet to withdraw its main forces from Sevastopol, Crimea. This experience is directly relevant to both the Baltic and the North Atlantic. Shared maritime situational awareness from the Black Sea to the Arctic (Canadian space capabilities, European surveillance programs, and Ukrainian practical experience) would allow monitoring the Russian navy, shadow tankers, and underwater infrastructure as a single theater. Cooperation between Canada and the EU can reduce dependence on unstable supply chains. Canada possesses significant reserves of critical materials, important among other things for the defense industry, whereas the EU depends on China for critical raw materials. Combining Canadian resources, European manufacturing capacity, and Ukrainian technology could create a distinct trans-Atlantic supply chain. Energy cooperation should be long-term. Canada does not yet have sufficient infrastructure on its Atlantic coast to quickly replace Russian energy resources in Europe. However, it can gradually become one of the sources of the EU's energy security. This applies not only to LNG, but also to critical materials, nuclear fuel, and the protection of energy infrastructure. The role of the United Kingdom should not be underestimated, as well. It plays a significant role in the security of the North Atlantic, the GIUK gap, the protection of underwater infrastructure, and the development of the Atlantic Bastion concept, fitting naturally into a broader security system beyond the Canada–EU–Ukraine format. However, this specific triangle holds distinct significance because it combines Canada, European institutions, and Ukraine's gradual integration into the European defense market. Thus, Ukrainian president's visit to Canada does not create a triangle in itself. But it shows that there are elements that are already working: SAFE, where Ukrainian content is counted toward European content; JFC Norfolk, which stitches the Atlantic to the North and East of Europe; Ukrainian drones manufactured in Canada; and funding, the main share of which is already borne by Europe and Canada. The potential for deepening cooperation within the triangle lies in joint projects: air defense and counter-drone measures, maritime situational awareness from the Black Sea to the North Atlantic, protection of underwater infrastructure, and raw material supply chains.

Anton Gerashchenko

28,148 просмотров • 4 дней назад

Why is Congresswoman Pramila Jayapal — chair of the Democratic Party's Progressive Caucus — peddling a false narrative about Cuban healthcare being better than the U.S.? From my research on my book PHARMA, I know what she says is WRONG. But she keeps repeating it and I am sure many progressives believe it. No legacy journalist is calling her out so let me do the job. Most recently, she stood at a Capitol Hill press conference on July 1 — flanked by Reps. Delia Ramírez, Jonathan Jackson, and Ro Khanna, under a banner reading "Demanding an End to the Blockade Against Cuba and International Medical Solidarity" — and told the crowd that Cuba, despite all its difficulties, had done admirable work preventing “maternal mortality, neonatal mortality, and cancer,”in her words, "areas in which we in the United States are still struggling to make progress." It wasn't an ad-lib. It was a return engagement. In an April interview after her own delegation trip to Havana, Jayapal said Cuba has "the lowest infant mortality, maternal mortality — sort of the opposite of what the United States has." When the reporter mentioned Cuba's higher life expectancy, she agreed with that too. The Washington Post's editorial board flagged it then as a flawed diagnosis. She said it again in front of National Nurses United two months later. So it's worth actually running the numbers, one at a time. Maternal mortality. The U.S. rate was 18.6 deaths per 100,000 live births in 2023, and it fell further to 17.9 in 2024. Cuba's own Ministry of Public Health reported its maternal mortality rate at 40.6 per 100,000 in 2024 and rising to 44.1 in 2025 — better than two-and-a-half times the American rate, and climbing. There is no version of the current data where Cuba is "the opposite" of the U.S. on this metric. It's far worse. Neonatal/infant mortality. Cuba's official infant mortality rate did fall to a low of 4.0 per 1,000 live births in 2018 — a genuinely low number, and one Cuba has kept touting. But two things complicate that figure. First, a peer-reviewed study in Health Policy and Planning found evidence that Cuban physicians have been pressured to reclassify early neonatal deaths as late fetal deaths (effectively, miscarriages) to hit government mortality targets — a known method of statistical manipulation, flagged by demographers going back to the 1990s. Corrected for that, researchers put Cuba's real infant mortality rate somewhere between 7.45 and 11.16 per 1,000, not the sub-5 figure the government published. Second, and more damning for Jayapal's live claim: Cuba's own current numbers show infant mortality at 9.9 per 1,000 as of the end of 2025 — up 148% from that 2018 low, and now well above the U.S. rate. Havana's maternity wards are reporting sewage leaks in neonatal units and adolescent pregnancy rates spiking past 20% in some provinces. Whatever Cuba was doing right in 2018, it isn't doing now, and the 2018 number itself was likely inflated by data manipulation to begin with. Cancer. This is the claim with the least data behind it and the most against it. The most recent regional analysis of Latin America and the Caribbean, using 2022 GLOBOCAN figures, found Cuba has the highest age-standardized cancer mortality rate in the entire region — 136.6 per 100,000 for men, 91.6 per 100,000 for women — ahead of Mexico, Argentina, Brazil, Chile, and Colombia. There is no dataset I could find, from PAHO, WHO, or IARC, showing Cuban cancer outcomes outperforming the United States. Cuba's president, Díaz-Canel, touring a Havana maternity hospital the same week Jayapal spoke, said the healthcare system currently can't get lifesaving treatment to more than 100,000 cancer patients, including 1,200 children, due to shortages. That's not a system beating American oncology. That's a system in collapse, by the Cuban government's own telling. The bigger problem with the claim. During my reporting for PHARMA I learned that Cuba's low mortality figures have functioned as propaganda for an authoritarian government for over 30 years — repeated uncritically by public health researchers, NGOs, and now members of Congress, because the story fits a preferred narrative about what a "resource-poor" country can accomplish with universal healthcare. But the country producing those numbers has no free press, no independent statistical audit, and a documented history of reclassifying deaths to hit targets. That's not a minor asterisk. It's the whole ballgame if you're going to hold a press conference built on the premise that Cuba is quietly outperforming America. Does Pramila Jayapal know she is selling a disproven story or does she not care so long as it fits her narrative that a communist universal healthcare system is better than the one in America?
0:10

Why is Congresswoman Pramila Jayapal — chair of the Democratic Party's Progressive Caucus — peddling a false narrative about Cuban healthcare being better than the U.S.? From my research on my book PHARMA, I know what she says is WRONG. But she keeps repeating it and I am sure many progressives believe it. No legacy journalist is calling her out so let me do the job. Most recently, she stood at a Capitol Hill press conference on July 1 — flanked by Reps. Delia Ramírez, Jonathan Jackson, and Ro Khanna, under a banner reading "Demanding an End to the Blockade Against Cuba and International Medical Solidarity" — and told the crowd that Cuba, despite all its difficulties, had done admirable work preventing “maternal mortality, neonatal mortality, and cancer,”in her words, "areas in which we in the United States are still struggling to make progress." It wasn't an ad-lib. It was a return engagement. In an April interview after her own delegation trip to Havana, Jayapal said Cuba has "the lowest infant mortality, maternal mortality — sort of the opposite of what the United States has." When the reporter mentioned Cuba's higher life expectancy, she agreed with that too. The Washington Post's editorial board flagged it then as a flawed diagnosis. She said it again in front of National Nurses United two months later. So it's worth actually running the numbers, one at a time. Maternal mortality. The U.S. rate was 18.6 deaths per 100,000 live births in 2023, and it fell further to 17.9 in 2024. Cuba's own Ministry of Public Health reported its maternal mortality rate at 40.6 per 100,000 in 2024 and rising to 44.1 in 2025 — better than two-and-a-half times the American rate, and climbing. There is no version of the current data where Cuba is "the opposite" of the U.S. on this metric. It's far worse. Neonatal/infant mortality. Cuba's official infant mortality rate did fall to a low of 4.0 per 1,000 live births in 2018 — a genuinely low number, and one Cuba has kept touting. But two things complicate that figure. First, a peer-reviewed study in Health Policy and Planning found evidence that Cuban physicians have been pressured to reclassify early neonatal deaths as late fetal deaths (effectively, miscarriages) to hit government mortality targets — a known method of statistical manipulation, flagged by demographers going back to the 1990s. Corrected for that, researchers put Cuba's real infant mortality rate somewhere between 7.45 and 11.16 per 1,000, not the sub-5 figure the government published. Second, and more damning for Jayapal's live claim: Cuba's own current numbers show infant mortality at 9.9 per 1,000 as of the end of 2025 — up 148% from that 2018 low, and now well above the U.S. rate. Havana's maternity wards are reporting sewage leaks in neonatal units and adolescent pregnancy rates spiking past 20% in some provinces. Whatever Cuba was doing right in 2018, it isn't doing now, and the 2018 number itself was likely inflated by data manipulation to begin with. Cancer. This is the claim with the least data behind it and the most against it. The most recent regional analysis of Latin America and the Caribbean, using 2022 GLOBOCAN figures, found Cuba has the highest age-standardized cancer mortality rate in the entire region — 136.6 per 100,000 for men, 91.6 per 100,000 for women — ahead of Mexico, Argentina, Brazil, Chile, and Colombia. There is no dataset I could find, from PAHO, WHO, or IARC, showing Cuban cancer outcomes outperforming the United States. Cuba's president, Díaz-Canel, touring a Havana maternity hospital the same week Jayapal spoke, said the healthcare system currently can't get lifesaving treatment to more than 100,000 cancer patients, including 1,200 children, due to shortages. That's not a system beating American oncology. That's a system in collapse, by the Cuban government's own telling. The bigger problem with the claim. During my reporting for PHARMA I learned that Cuba's low mortality figures have functioned as propaganda for an authoritarian government for over 30 years — repeated uncritically by public health researchers, NGOs, and now members of Congress, because the story fits a preferred narrative about what a "resource-poor" country can accomplish with universal healthcare. But the country producing those numbers has no free press, no independent statistical audit, and a documented history of reclassifying deaths to hit targets. That's not a minor asterisk. It's the whole ballgame if you're going to hold a press conference built on the premise that Cuba is quietly outperforming America. Does Pramila Jayapal know she is selling a disproven story or does she not care so long as it fits her narrative that a communist universal healthcare system is better than the one in America?

Gerald Posner

29,157 просмотров • 2 месяцев назад

🚨 It’s 1:00 a.m. in Iran. Here are my 15 key observations from Day 12 of nationwide protests [January 8]: 1️⃣ The largest anti-regime protests of the Islamic Republic’s 47-year history unfolded on Day 12. When aggregated nationwide, turnout reached multi-million levels. 2️⃣ Since the unrest began, protests have been reported in at least 111 cities across all 31 provinces, underscoring the truly national scope of the uprising. 3️⃣ Today’s protests followed the first-ever direct call by Crown Prince Reza Pahlavi, scheduled for 8:00 p.m. The response was widespread and visible across major cities. 4️⃣ Another nationwide call has already been issued for tomorrow at 8:00 p.m. Observers say the movement still has room to grow. 5️⃣ Analysts argue that the success of today’s call and dominant street slogans have effectively solidified Reza Pahlavi’s position as the central figure of the protests. 6️⃣ One of tonight’s largest demonstrations took place in Mashhad, Khamenei’s hometown and a city tightly controlled by his inner circle—a major symbolic blow. 7️⃣ In Tehran, protests expanded into more affluent neighborhoods like Vanak for the first time. Drivers joined in with continuous honking, while bazaar merchants went on strike in around 50 cities nationwide. 8️⃣ Student protests have erupted at 36 universities so far, with openly anti-regime slogans—an important escalation across generations. 9️⃣ Iranian human rights groups report at least 45 protesters killed, including 8 children, and hundreds injured. Yesterday alone saw 13 deaths, making it one of the bloodiest days so far. 🔟 Calls are growing—by both Iranian and non-Iranian activists—for world leaders to engage directly with Crown Prince Reza Pahlavi, including renewed attention to a potential meeting with Donald Trump and the provision of resources to help him better lead the uprising. 11. Trump, in a recent interview, reiterated warnings to the regime and said of Pahlavi: “I’ve watched him, he seems like a nice person—but I’m not sure this is the right moment, as president, to do something like that.” 12. State media, while forced to acknowledge unrest, are pushing a narrative of “small crowds” and emphasizing alleged attacks on security forces—a pattern analysts warn may signal preparation for harsher repression. 13. Meanwhile, rare pro-regime gatherings were staged, alongside headlines declaring “the defeat of counter-revolutionaries”—widely seen as damage control. 14. Social media (Instagram) ahead of protests showed unprecedented public coordination and solidarity: shop closures announced in advance, emotional farewell messages, and strong virtual participation even from those unable to attend. 15. Outlook: Protests are expected to continue in the coming days—especially tomorrow. The movement’s success will hinge on the public’s ability to neutralize the Islamic Republic’s repressive apparatus. So far, the regime appears not to have deployed its full coercive capacity, relying instead on mass arrests and widespread injuries. If protests advance to the point of overrunning security and state institutions, the regime may resort to large-scale lethal violence. The role of Israel and the United States is crucial to the success of the protests. So far, there are no clear signs that the regime’s repressive apparatus is cracking.
0:25

🚨 It’s 1:00 a.m. in Iran. Here are my 15 key observations from Day 12 of nationwide protests [January 8]: 1️⃣ The largest anti-regime protests of the Islamic Republic’s 47-year history unfolded on Day 12. When aggregated nationwide, turnout reached multi-million levels. 2️⃣ Since the unrest began, protests have been reported in at least 111 cities across all 31 provinces, underscoring the truly national scope of the uprising. 3️⃣ Today’s protests followed the first-ever direct call by Crown Prince Reza Pahlavi, scheduled for 8:00 p.m. The response was widespread and visible across major cities. 4️⃣ Another nationwide call has already been issued for tomorrow at 8:00 p.m. Observers say the movement still has room to grow. 5️⃣ Analysts argue that the success of today’s call and dominant street slogans have effectively solidified Reza Pahlavi’s position as the central figure of the protests. 6️⃣ One of tonight’s largest demonstrations took place in Mashhad, Khamenei’s hometown and a city tightly controlled by his inner circle—a major symbolic blow. 7️⃣ In Tehran, protests expanded into more affluent neighborhoods like Vanak for the first time. Drivers joined in with continuous honking, while bazaar merchants went on strike in around 50 cities nationwide. 8️⃣ Student protests have erupted at 36 universities so far, with openly anti-regime slogans—an important escalation across generations. 9️⃣ Iranian human rights groups report at least 45 protesters killed, including 8 children, and hundreds injured. Yesterday alone saw 13 deaths, making it one of the bloodiest days so far. 🔟 Calls are growing—by both Iranian and non-Iranian activists—for world leaders to engage directly with Crown Prince Reza Pahlavi, including renewed attention to a potential meeting with Donald Trump and the provision of resources to help him better lead the uprising. 11. Trump, in a recent interview, reiterated warnings to the regime and said of Pahlavi: “I’ve watched him, he seems like a nice person—but I’m not sure this is the right moment, as president, to do something like that.” 12. State media, while forced to acknowledge unrest, are pushing a narrative of “small crowds” and emphasizing alleged attacks on security forces—a pattern analysts warn may signal preparation for harsher repression. 13. Meanwhile, rare pro-regime gatherings were staged, alongside headlines declaring “the defeat of counter-revolutionaries”—widely seen as damage control. 14. Social media (Instagram) ahead of protests showed unprecedented public coordination and solidarity: shop closures announced in advance, emotional farewell messages, and strong virtual participation even from those unable to attend. 15. Outlook: Protests are expected to continue in the coming days—especially tomorrow. The movement’s success will hinge on the public’s ability to neutralize the Islamic Republic’s repressive apparatus. So far, the regime appears not to have deployed its full coercive capacity, relying instead on mass arrests and widespread injuries. If protests advance to the point of overrunning security and state institutions, the regime may resort to large-scale lethal violence. The role of Israel and the United States is crucial to the success of the protests. So far, there are no clear signs that the regime’s repressive apparatus is cracking.

Navid Mohebbi نوید محبی

266,937 просмотров • 8 месяцев назад

As we prepare to launch several projects, we're eager to provide a general update to our community. We are steadily approaching our end goal, thanks to the daily progress we're making toward our vision. Achieving our objectives will bring about a significant transformation in cross-chain interoperability and the flow of liquidity within protocols. This will address crucial challenges and drive mass adoption. Our future-focused approach and effective team collaboration keep us moving forward in an organized manner. Let’s delve deeper into the state of development of our current products and upcoming projects. Tao Bridge Starting with the Tao Bridge, which enables the #Bittensor community to unlock DeFi opportunities with their $TAO via a highly efficient blockchain like #MultiversX, known for its security, speed, and affordability. We deeply admire #Bittensor and believe a project like that is crucial for the future of not just the crypto space but also humanity, as it addresses the major challenges AI faces today: centralization, siloed and isolated work, which pose risks and hinder the technology's potential. We are committed to the vision of subnets and dynamic $TAO, convinced that this ecosystem is as groundbreaking as #Ethereum or #Bitcoin. We will continue to support #Bittensor wherever possible, and our bridge will also expand to other chains with Hatom V2. The TAO Bridge, deployed on and accessible through will launch on the Mainnet in 14 days, on March 27th. You can follow the countdown on the lending page at Given that our main priorities are security and stability, this period will be primarily focused on quality assurance to ensure a flawless Mainnet launch. The launch will also introduce TAO Liquid Staking at along with the integration of both $wTAO and $swTAO on the lending page. This allows #Bittensor users to leverage liquid stake, employ short or long strategies, among other DeFi strategies, or simply access stablecoin liquidity while maintaining exposure to their $TAO. Up to $1M will be distributed as additional incentives on top of the supply APYs at the launch of the $wTAO and $swTAO money markets, with $200K allocated for the first month specifically for bootstrapping. Initially, 70% of rewards will go to liquidity providers, and 30% to those using $HTM to boost their lending positions. This changes to a 50-50 split in the second month, and by the third month, all incentives are directed through the Booster. This approach encourages early participation and sustained engagement with $HTM. Introducing $TAO to #MultiversX will result in the creation of Liquidity Pools (LPs) on both AshSwap 🔥 and xExchange ⚡. These LPs will be incentivized by both entities, and Hatom will distribute extra rewards at launch. The goal is to make #MultiversX a one-stop hub for $TAO holders. Upon stabilizing the volumes, there will also be plans to integrate it on AshPerp 🔥. Furthermore, with the release of $USH, users will have the ability to mint it while retaining exposure to their $TAO. The TAO Bridge and TAO Liquid Staking smart contracts have been audited by Runtime Vеrification and @arda_project, while penetration testing and DevSecOps have been performed on our infrastructure by CertiK. We're excited to announce our exclusive partnership with TAONEW one of the top 5 validators on #Bittensor. TAONEW has been extremely helpful and supportive from day one. By sharing 50% of its service fee with its stakers, TAONEW enables Hatom to offer an optimized Staking APY to its users. Since our initial reference, #Bittensor has grown sevenfold, becoming the largest AI project in the crypto sphere. We reiterate our commitment to contribute to such technology and hope to address some of its current DeFi challenges. Syfy Moving forward, today marks a significant milestone, not only for our decentralized protocols but also for our development companies, which currently stand as the sole and primary contributors to the Hatom Labs and Soul Labs. We’re excited to unveil Syfy, the evolved identity of Hatom Labs and Soul Labs, now serving as the parent entity for our burgeoning development companies. Organization is crucial for scalability, which is why Syfy was established to cultivate an environment where our teams can collaborate more seamlessly, enhancing our effectiveness and efficiency. At the same time, we remain committed to upholding the financial independence of each project, supported by its own community of funding contributors. Feel free to explore our website at for more information! Additionally, don't forget to follow Syfy and explore their Genesis article highlighted in their initial post: Booster V2 The Booster V2 will introduce a range of new features and opportunities for $HTM holders: Optimized Position Boosting: Previously, boosting was done individually for each money market, necessitating $HTM token distribution and periodic rebalancing due to price fluctuations. With Booster V2, the system now considers the overall position, eliminating the need for manual rebalancing. Gas Fee Reduction: Booster V2 implements optimizations that result in reduced gas fees, making transactions more cost-effective for users. Incorporation of Governance: Users staking $HTM tokens gain voting rights directly within the Booster, allowing them to participate in governance decisions while maintaining their staked positions. (Note: Only $HTM tokens are considered for governance; LP tokens are not included.) Enhanced Boosting Mechanism: The Booster V2 enables LP Tokens to boost positions within the Booster, leveraging trading fees from swaps and farm incentives while boosting lending positions. Smart Contract Completion: The Booster smart contract has been completed and audited by @arda_project, ensuring security and reliability. Frontend Implementation: The frontend design for Booster V2 has been successfully implemented, providing users with an intuitive interface. Collaboration with xExchange: Exploration is ongoing for collaboration with xExchange ⚡ to enable LP creation, farming, and meta-staking within the Booster. Upon finalization of testing, we will launch the Booster V2 on the devnet to gather community feedback and begin preparations for the mainnet release. Soul Before delving into Soul Labs's developments, it's essential to summarize its core functionality briefly: Soul Labs seamlessly connects different lending protocols and blockchains, facilitating lending and borrowing across platforms like Aave, Compound Labs, and Hatom Labs, consolidating liquidity and users' borrowing capabilities. Utilizing LayerZero Labs and other messaging layers for cross-chain communication, Soul Labs bypasses asset bridging or synthetics, unlocking novel DeFi strategies and solidifying its position as the ultimate solution for cross-lending dilemmas. Soul V1 will be permissionless, holding censorship-resistant features, incorporating multiple redundancy mechanisms, and providing support for various DApps. We're thrilled to announce that, following the launch of the Tao Bridge in 2-3 weeks, we will introduce the Soul Labs website. This platform has been meticulously crafted over 250 days to not only provide a comprehensive overview of our vision but also to offer an engaging and captivating experience that promises to be memorable. Regarding the app, significant progress has been made on the V1 protocol, including: Smart Contract Development and Testing: • Completion of the initial phase of smart contract development. • Conducting advanced testing to ensure the system's robustness. • Establishment of a fully functional proof of concept. Successful deployment and testing on the #Goerli (#Ethereum Testnet) and #Mumbai (#Polygon Testnet), leveraging LayerZero Labs for seamless operation. Feature Enhancement and Protocol Optimization: • Enhanced testing procedures to bolster system resilience. • Integration of advanced features and significant code refactoring for optimization. • Incorporation of various communication methods, including LayerZero Labs, Formerly Axelar, now at @axelar, Chainlink CCIP), and wormholecrypto, into Soul Labs framework, enhancing its resilience and flexibility. This allows Soul Labs to maintain operation through alternative protocols if the primary one is temporarily paused. Website Development and Documentation: • Nearing the completion of the v1 app, with final touches being applied. • The preparation of comprehensive V1 documentation and the Yellow Paper, available upon Soul Labs's public launch, offering detailed insights into the platform's infrastructure and capabilities. USH Recognizing the critical need for stable liquidity within the ecosystem, we have positioned ourselves at the forefront of providing a solution by introducing $USH, the first native, decentralized, and over-collateralized stablecoin on #MultiversX. As market conditions have improved, we have observed a growing demand for stablecoins in the ecosystem, evidenced by the utilization rate in the Lending Protocol spiking to over 90% several times in recent months. Therefore, our goal is to tackle the current challenges faced by users by creating a robust product that will not only help them hedge against market volatility but also open up better opportunities to trade the markets and generate yield. We're happy to unveil the $USH website, now live with a sleek and intuitive user interface, designed for ease of use, which ensures that interacting with the protocol is straightforward and accessible for all. You can access it now through this link: For the technical side, we’re advancing steadily and we’ve accomplished the following milestones: Lending Protocol Facilitator: • Coded the first version to support multiple discount factors for different collaterals. • Implemented tracking of borrowing effectiveness to enable earnings forecasting for the module and support minting processes. Isolated Pools Facilitator: • Coded the first version of Isolated Pools Facilitator. • Use of $EGLD or $sEGLD as collateral, with positions stored always in $EGLD to benefit the protocol through Liquid Staking and lending interest. • Virtual account implementation for converting $sEGLD earnings into $USH, functioning like liquidation where users deposit $USH for a higher amount of $HsELGD. Staking Module • Coded the first version of the Staking Module that allows users to stake and unstake without any restrictions. We're currently focusing our efforts on the following tasks: • Implementation of HTM Booster in the discount model in the Lending Protocol. • Implementation of different depeg strategies and brainstorming further potential “soft” depeg mechanisms. • Research and implementation of rewards model for Staking Module. • Research and implementation of Boosted Vaults Facilitator. • Review and stress-test the first version of the code. Upon launch, $USH will be integrated into various protocols and AMMs across the ecosystem, further increasing both its utility and liquidity. The opportunities will be vast, enabling users to engage in a wide range of activities such as yield farming, staking, and arbitrage, all while leveraging a stable and reliable asset. Regarding the USH Airdrop campaign, it will continue until the official launch of $USH planned for late Q2-early Q3, rewarding all users who have actively participated in the initiative. Hatom V2 It is clear by now that we are driven to build a more robust, interoperable, and secure DeFi space, removing the current barriers that hinder users' capabilities to seamlessly interact with different blockchains. Through Hatom V2, we will introduce Hatom's cross-chain architecture, designed from the ground up for interoperability. This approach will elevate the protocol to unprecedented levels, enabling its deployment across various blockchains and facilitating seamless connections between them through Soul. By enhancing interoperability, Hatom V2 aims to foster a more inclusive and accessible ecosystem. This expansion will not only broaden the protocol's reach but also significantly increase its flexibility and utility, allowing users to interact with a diverse range of assets and products across different chains. We’re thrilled to share that we are currently crafting the V2 redesign of the Hatom webpage. Anticipate a jaw-dropping transformation that will truly astonish, blending cutting-edge design with an unparalleled user experience, elevating it to a dynamic, interactive hub, and making every interaction more engaging. Good things take time, but we are confident that the release of V2 website will take place in the second quarter of this year and will officially mark the start of our journey into the cross-chain landscape. We are excited about the future and we truly believe that this will mark the beginning of a new era for Hatom. It's crucial for us to develop rapidly without sacrificing the quality or the security of each product. We're strategically allocating resources to ensure smooth progress in every area of our work. As we push forward, we believe that the launch of Soul Labs will be the most important milestone due to its massive potential and disruptive technology. We would like to thank you all for the unwavering support you've shown over the past few months; it truly fuels our passion to push daily and make strides toward achieving our ambitious goals.
0:11

As we prepare to launch several projects, we're eager to provide a general update to our community. We are steadily approaching our end goal, thanks to the daily progress we're making toward our vision. Achieving our objectives will bring about a significant transformation in cross-chain interoperability and the flow of liquidity within protocols. This will address crucial challenges and drive mass adoption. Our future-focused approach and effective team collaboration keep us moving forward in an organized manner. Let’s delve deeper into the state of development of our current products and upcoming projects. Tao Bridge Starting with the Tao Bridge, which enables the #Bittensor community to unlock DeFi opportunities with their $TAO via a highly efficient blockchain like #MultiversX, known for its security, speed, and affordability. We deeply admire #Bittensor and believe a project like that is crucial for the future of not just the crypto space but also humanity, as it addresses the major challenges AI faces today: centralization, siloed and isolated work, which pose risks and hinder the technology's potential. We are committed to the vision of subnets and dynamic $TAO, convinced that this ecosystem is as groundbreaking as #Ethereum or #Bitcoin. We will continue to support #Bittensor wherever possible, and our bridge will also expand to other chains with Hatom V2. The TAO Bridge, deployed on and accessible through will launch on the Mainnet in 14 days, on March 27th. You can follow the countdown on the lending page at Given that our main priorities are security and stability, this period will be primarily focused on quality assurance to ensure a flawless Mainnet launch. The launch will also introduce TAO Liquid Staking at along with the integration of both $wTAO and $swTAO on the lending page. This allows #Bittensor users to leverage liquid stake, employ short or long strategies, among other DeFi strategies, or simply access stablecoin liquidity while maintaining exposure to their $TAO. Up to $1M will be distributed as additional incentives on top of the supply APYs at the launch of the $wTAO and $swTAO money markets, with $200K allocated for the first month specifically for bootstrapping. Initially, 70% of rewards will go to liquidity providers, and 30% to those using $HTM to boost their lending positions. This changes to a 50-50 split in the second month, and by the third month, all incentives are directed through the Booster. This approach encourages early participation and sustained engagement with $HTM. Introducing $TAO to #MultiversX will result in the creation of Liquidity Pools (LPs) on both AshSwap 🔥 and xExchange ⚡. These LPs will be incentivized by both entities, and Hatom will distribute extra rewards at launch. The goal is to make #MultiversX a one-stop hub for $TAO holders. Upon stabilizing the volumes, there will also be plans to integrate it on AshPerp 🔥. Furthermore, with the release of $USH, users will have the ability to mint it while retaining exposure to their $TAO. The TAO Bridge and TAO Liquid Staking smart contracts have been audited by Runtime Vеrification and @arda_project, while penetration testing and DevSecOps have been performed on our infrastructure by CertiK. We're excited to announce our exclusive partnership with TAONEW one of the top 5 validators on #Bittensor. TAONEW has been extremely helpful and supportive from day one. By sharing 50% of its service fee with its stakers, TAONEW enables Hatom to offer an optimized Staking APY to its users. Since our initial reference, #Bittensor has grown sevenfold, becoming the largest AI project in the crypto sphere. We reiterate our commitment to contribute to such technology and hope to address some of its current DeFi challenges. Syfy Moving forward, today marks a significant milestone, not only for our decentralized protocols but also for our development companies, which currently stand as the sole and primary contributors to the Hatom Labs and Soul Labs. We’re excited to unveil Syfy, the evolved identity of Hatom Labs and Soul Labs, now serving as the parent entity for our burgeoning development companies. Organization is crucial for scalability, which is why Syfy was established to cultivate an environment where our teams can collaborate more seamlessly, enhancing our effectiveness and efficiency. At the same time, we remain committed to upholding the financial independence of each project, supported by its own community of funding contributors. Feel free to explore our website at for more information! Additionally, don't forget to follow Syfy and explore their Genesis article highlighted in their initial post: Booster V2 The Booster V2 will introduce a range of new features and opportunities for $HTM holders: Optimized Position Boosting: Previously, boosting was done individually for each money market, necessitating $HTM token distribution and periodic rebalancing due to price fluctuations. With Booster V2, the system now considers the overall position, eliminating the need for manual rebalancing. Gas Fee Reduction: Booster V2 implements optimizations that result in reduced gas fees, making transactions more cost-effective for users. Incorporation of Governance: Users staking $HTM tokens gain voting rights directly within the Booster, allowing them to participate in governance decisions while maintaining their staked positions. (Note: Only $HTM tokens are considered for governance; LP tokens are not included.) Enhanced Boosting Mechanism: The Booster V2 enables LP Tokens to boost positions within the Booster, leveraging trading fees from swaps and farm incentives while boosting lending positions. Smart Contract Completion: The Booster smart contract has been completed and audited by @arda_project, ensuring security and reliability. Frontend Implementation: The frontend design for Booster V2 has been successfully implemented, providing users with an intuitive interface. Collaboration with xExchange: Exploration is ongoing for collaboration with xExchange ⚡ to enable LP creation, farming, and meta-staking within the Booster. Upon finalization of testing, we will launch the Booster V2 on the devnet to gather community feedback and begin preparations for the mainnet release. Soul Before delving into Soul Labs's developments, it's essential to summarize its core functionality briefly: Soul Labs seamlessly connects different lending protocols and blockchains, facilitating lending and borrowing across platforms like Aave, Compound Labs, and Hatom Labs, consolidating liquidity and users' borrowing capabilities. Utilizing LayerZero Labs and other messaging layers for cross-chain communication, Soul Labs bypasses asset bridging or synthetics, unlocking novel DeFi strategies and solidifying its position as the ultimate solution for cross-lending dilemmas. Soul V1 will be permissionless, holding censorship-resistant features, incorporating multiple redundancy mechanisms, and providing support for various DApps. We're thrilled to announce that, following the launch of the Tao Bridge in 2-3 weeks, we will introduce the Soul Labs website. This platform has been meticulously crafted over 250 days to not only provide a comprehensive overview of our vision but also to offer an engaging and captivating experience that promises to be memorable. Regarding the app, significant progress has been made on the V1 protocol, including: Smart Contract Development and Testing: • Completion of the initial phase of smart contract development. • Conducting advanced testing to ensure the system's robustness. • Establishment of a fully functional proof of concept. Successful deployment and testing on the #Goerli (#Ethereum Testnet) and #Mumbai (#Polygon Testnet), leveraging LayerZero Labs for seamless operation. Feature Enhancement and Protocol Optimization: • Enhanced testing procedures to bolster system resilience. • Integration of advanced features and significant code refactoring for optimization. • Incorporation of various communication methods, including LayerZero Labs, Formerly Axelar, now at @axelar, Chainlink CCIP), and wormholecrypto, into Soul Labs framework, enhancing its resilience and flexibility. This allows Soul Labs to maintain operation through alternative protocols if the primary one is temporarily paused. Website Development and Documentation: • Nearing the completion of the v1 app, with final touches being applied. • The preparation of comprehensive V1 documentation and the Yellow Paper, available upon Soul Labs's public launch, offering detailed insights into the platform's infrastructure and capabilities. USH Recognizing the critical need for stable liquidity within the ecosystem, we have positioned ourselves at the forefront of providing a solution by introducing $USH, the first native, decentralized, and over-collateralized stablecoin on #MultiversX. As market conditions have improved, we have observed a growing demand for stablecoins in the ecosystem, evidenced by the utilization rate in the Lending Protocol spiking to over 90% several times in recent months. Therefore, our goal is to tackle the current challenges faced by users by creating a robust product that will not only help them hedge against market volatility but also open up better opportunities to trade the markets and generate yield. We're happy to unveil the $USH website, now live with a sleek and intuitive user interface, designed for ease of use, which ensures that interacting with the protocol is straightforward and accessible for all. You can access it now through this link: For the technical side, we’re advancing steadily and we’ve accomplished the following milestones: Lending Protocol Facilitator: • Coded the first version to support multiple discount factors for different collaterals. • Implemented tracking of borrowing effectiveness to enable earnings forecasting for the module and support minting processes. Isolated Pools Facilitator: • Coded the first version of Isolated Pools Facilitator. • Use of $EGLD or $sEGLD as collateral, with positions stored always in $EGLD to benefit the protocol through Liquid Staking and lending interest. • Virtual account implementation for converting $sEGLD earnings into $USH, functioning like liquidation where users deposit $USH for a higher amount of $HsELGD. Staking Module • Coded the first version of the Staking Module that allows users to stake and unstake without any restrictions. We're currently focusing our efforts on the following tasks: • Implementation of HTM Booster in the discount model in the Lending Protocol. • Implementation of different depeg strategies and brainstorming further potential “soft” depeg mechanisms. • Research and implementation of rewards model for Staking Module. • Research and implementation of Boosted Vaults Facilitator. • Review and stress-test the first version of the code. Upon launch, $USH will be integrated into various protocols and AMMs across the ecosystem, further increasing both its utility and liquidity. The opportunities will be vast, enabling users to engage in a wide range of activities such as yield farming, staking, and arbitrage, all while leveraging a stable and reliable asset. Regarding the USH Airdrop campaign, it will continue until the official launch of $USH planned for late Q2-early Q3, rewarding all users who have actively participated in the initiative. Hatom V2 It is clear by now that we are driven to build a more robust, interoperable, and secure DeFi space, removing the current barriers that hinder users' capabilities to seamlessly interact with different blockchains. Through Hatom V2, we will introduce Hatom's cross-chain architecture, designed from the ground up for interoperability. This approach will elevate the protocol to unprecedented levels, enabling its deployment across various blockchains and facilitating seamless connections between them through Soul. By enhancing interoperability, Hatom V2 aims to foster a more inclusive and accessible ecosystem. This expansion will not only broaden the protocol's reach but also significantly increase its flexibility and utility, allowing users to interact with a diverse range of assets and products across different chains. We’re thrilled to share that we are currently crafting the V2 redesign of the Hatom webpage. Anticipate a jaw-dropping transformation that will truly astonish, blending cutting-edge design with an unparalleled user experience, elevating it to a dynamic, interactive hub, and making every interaction more engaging. Good things take time, but we are confident that the release of V2 website will take place in the second quarter of this year and will officially mark the start of our journey into the cross-chain landscape. We are excited about the future and we truly believe that this will mark the beginning of a new era for Hatom. It's crucial for us to develop rapidly without sacrificing the quality or the security of each product. We're strategically allocating resources to ensure smooth progress in every area of our work. As we push forward, we believe that the launch of Soul Labs will be the most important milestone due to its massive potential and disruptive technology. We would like to thank you all for the unwavering support you've shown over the past few months; it truly fuels our passion to push daily and make strides toward achieving our ambitious goals.

Hatom Labs

203,486 просмотров • 2 лет назад