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picking the wrong residential complex can quickly turn into a nightmare 💔💔 weak security, constant noise, poor maintenance, levy increases⚠️ our BANKERX SAFEHOUSE engine helps fix this!! ✅ source deep intelligence & detect risks for any estate here:

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Koshiek Karan

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28,207 просмотров • 2 месяцев назад •via X (Twitter)

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RIP Bradley Cooper 💔💔💔💔 Today, we said our goodbyes to a truly sweet gentleman, an old soul with so much love to give. Bradley came to us diagnosed with cancer, along with his best friend Bobby, the St. Bernard. While Bobby was young and found his forever home, poor Bradley needed palliative care. Thanks to his angel, MLHR Laura, Bradley spent his final days surrounded by love. Sadly, his illness progressed quickly. This morning, weak and in pain, he was given pain relief by the vet and was able to spend his last moments at his favorite place, the beach. Sand on his paws, sun on his face, and surrounded by kindness 💔💔 Bradley experienced joy and so much love ❤️ Bradley never received the care he deserved before coming to us. His previous owner neglected him, letting him and Bobby suffer, something that makes our hearts ache and our anger rise 😡 If only he had cared for Bradley as he should have, perhaps Bradley would still be with us today. But today was about Bradley. Today was about love. Today was about making his last day beautiful, full of comfort, happiness, and dignity. Mr. Bradley Cooper, you were never just a dog, you were a cuddle monster, a legend, and a beloved member of the MLHR family ❤️ We will love you forever. We are so sorry this world let you down, but we are so grateful for the time we had with you, and for the joy and love you brought into our lives. Rest in peace, sweet Bradley Cooper. You will never be forgotten. ❤️❤️❤️ Please if you can donate towards so many animals that need to feel the love our beautiful Bradley did 💔💔 ❤️❤️❤️💔💔💔💔
2:04

RIP Bradley Cooper 💔💔💔💔 Today, we said our goodbyes to a truly sweet gentleman, an old soul with so much love to give. Bradley came to us diagnosed with cancer, along with his best friend Bobby, the St. Bernard. While Bobby was young and found his forever home, poor Bradley needed palliative care. Thanks to his angel, MLHR Laura, Bradley spent his final days surrounded by love. Sadly, his illness progressed quickly. This morning, weak and in pain, he was given pain relief by the vet and was able to spend his last moments at his favorite place, the beach. Sand on his paws, sun on his face, and surrounded by kindness 💔💔 Bradley experienced joy and so much love ❤️ Bradley never received the care he deserved before coming to us. His previous owner neglected him, letting him and Bobby suffer, something that makes our hearts ache and our anger rise 😡 If only he had cared for Bradley as he should have, perhaps Bradley would still be with us today. But today was about Bradley. Today was about love. Today was about making his last day beautiful, full of comfort, happiness, and dignity. Mr. Bradley Cooper, you were never just a dog, you were a cuddle monster, a legend, and a beloved member of the MLHR family ❤️ We will love you forever. We are so sorry this world let you down, but we are so grateful for the time we had with you, and for the joy and love you brought into our lives. Rest in peace, sweet Bradley Cooper. You will never be forgotten. ❤️❤️❤️ Please if you can donate towards so many animals that need to feel the love our beautiful Bradley did 💔💔 ❤️❤️❤️💔💔💔💔

My Lovely Horse Rescue

12,435 просмотров • 2 месяцев назад

Check out mistral.​rs, our #Rust-based open source inference engine allowing for fast #LLM serving for a variety of architectures including X-LoRA mixture-of-expert (MoE) models, Llama-3, Mistral/Mixtral, Gemma & many others. Built on the Hugging Face #Candle framework for #Rust w/ custom CUDA kernels in the backend (as well as support for Metal, Apple Accelerate, and Intel MKL for CPU use), you can easily create a REST API OpenAI compatible server or run via Python bindings. Key features include: ✅Prefix caching, continuous batching ✅Flash Attention V2 ✅Device offloading ✅GGUF or Hugging Face models ✅2, 3, 4, 5, 6 and 8 bit quantization ✅X-LoRA MoE non-granular scalings for fast inference ✅Grammar support ✅Continuous batching ✅LoRA support with weight merging ✅LlamaIndex 🦙 integration ...and much more. Incorporation into our GraphReasoning multi-agent modeling framework & LlamaIndex 🦙 allows you to combine in-context learning with adversarial agentic strategies, to dive deep into complex scientific analyses, such as to predict material behaviors, generate hypotheses, analyze papers and data, develop new research concepts, and much more. Check out mistral.​rs: Join our Discord here: Rust Trending Rust Language
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Check out mistral.​rs, our #Rust-based open source inference engine allowing for fast #LLM serving for a variety of architectures including X-LoRA mixture-of-expert (MoE) models, Llama-3, Mistral/Mixtral, Gemma & many others. Built on the Hugging Face #Candle framework for #Rust w/ custom CUDA kernels in the backend (as well as support for Metal, Apple Accelerate, and Intel MKL for CPU use), you can easily create a REST API OpenAI compatible server or run via Python bindings. Key features include: ✅Prefix caching, continuous batching ✅Flash Attention V2 ✅Device offloading ✅GGUF or Hugging Face models ✅2, 3, 4, 5, 6 and 8 bit quantization ✅X-LoRA MoE non-granular scalings for fast inference ✅Grammar support ✅Continuous batching ✅LoRA support with weight merging ✅LlamaIndex 🦙 integration ...and much more. Incorporation into our GraphReasoning multi-agent modeling framework & LlamaIndex 🦙 allows you to combine in-context learning with adversarial agentic strategies, to dive deep into complex scientific analyses, such as to predict material behaviors, generate hypotheses, analyze papers and data, develop new research concepts, and much more. Check out mistral.​rs: Join our Discord here: Rust Trending Rust Language

Markus J. Buehler

73,581 просмотров • 2 лет назад

SAFETY ADVISORY: We are advising residents of an increase in residential break and enters across our region. The video shared here is from a recent incident and is being posted to raise community awareness. We encourage all residents to remain vigilant and to report any suspicious people, vehicles, or activity to police immediately. Please note suspect descriptions, vehicle make model and licence plate when possible. Timely reporting supports ongoing investigations and helps us identify patterns and persons of interest. Homeowners are also reminded to invest in basic home‑security measures, including securing all doors and windows, using exterior lighting, and securing valuables out of sight. If you have a home security camera, please consider registering your system with CamSafe, our voluntary camera registry. This allows officers to quickly identify nearby cameras that may assist in solving neighbourhood crimes. You can register your camera here: If you have information about any of these incidents, you may also contact Crime Stoppers at 1‑800‑222‑TIPS (8477). You can remain anonymous. Thank you for your cooperation as we work together to keep our community safe.
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SAFETY ADVISORY: We are advising residents of an increase in residential break and enters across our region. The video shared here is from a recent incident and is being posted to raise community awareness. We encourage all residents to remain vigilant and to report any suspicious people, vehicles, or activity to police immediately. Please note suspect descriptions, vehicle make model and licence plate when possible. Timely reporting supports ongoing investigations and helps us identify patterns and persons of interest. Homeowners are also reminded to invest in basic home‑security measures, including securing all doors and windows, using exterior lighting, and securing valuables out of sight. If you have a home security camera, please consider registering your system with CamSafe, our voluntary camera registry. This allows officers to quickly identify nearby cameras that may assist in solving neighbourhood crimes. You can register your camera here: If you have information about any of these incidents, you may also contact Crime Stoppers at 1‑800‑222‑TIPS (8477). You can remain anonymous. Thank you for your cooperation as we work together to keep our community safe.

Durham Regional Police

44,904 просмотров • 6 месяцев назад

SonarQube has been catching my bugs and security issues for years. The only friction was having to leave Cursor or Windsurf to view the results. Their new MCP Server fixes that by bringing verification directly into the coding environment 🔥 This is actually perfect timing 🧵 ↓ Because we write more code than ever thanks to AI, yet productivity still doesn’t keep up. Google’s 2025 DORA Report shows the tension: → AI usage +90% → Bugs +9% → Review time +91% → PR size +154% (report here: The problem isn’t generating code. It’s verifying it quickly and reliably. And this is what SonarQube's new MCP Server brings instantly: - Live scanning → trigger SonarQube checks inside Cursor, Windsurf, Claude Code… basically any MCP-compatible IDE - Immediate surfacing → security, reliability, and maintainability issues in seconds - Smooth UI handoff → jump to the dashboard only when you need the full picture - AI-native workflow → Sonar’s long-standing rule engine integrated into your daily loop Why it’s great: • Removes constant tab-switching • Faster write → check → fix cycles • Lets the IDE handle speed while SonarQube handles structure • Feels like code quality finally meets AI-native development Setup is super simple: → Enable SonarQube's MCP Server in Cursor → Add your SonarQube instance → Open your repo → Run the scan directly inside the IDE I then pointed it to a JS component I’m building in Streamlit (psst, it’s called Streamlit ChartJS ;)) → Immediate results: security flags, reliability concerns, maintainability smells, and dependency risks ✅ Then I prompted: "Show me the full breakdown." → Cursor opens the SonarQube UI with rule details, severities, fix guidance, and project-wide quality signals! Exactly on point.
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SonarQube has been catching my bugs and security issues for years. The only friction was having to leave Cursor or Windsurf to view the results. Their new MCP Server fixes that by bringing verification directly into the coding environment 🔥 This is actually perfect timing 🧵 ↓ Because we write more code than ever thanks to AI, yet productivity still doesn’t keep up. Google’s 2025 DORA Report shows the tension: → AI usage +90% → Bugs +9% → Review time +91% → PR size +154% (report here: The problem isn’t generating code. It’s verifying it quickly and reliably. And this is what SonarQube's new MCP Server brings instantly: - Live scanning → trigger SonarQube checks inside Cursor, Windsurf, Claude Code… basically any MCP-compatible IDE - Immediate surfacing → security, reliability, and maintainability issues in seconds - Smooth UI handoff → jump to the dashboard only when you need the full picture - AI-native workflow → Sonar’s long-standing rule engine integrated into your daily loop Why it’s great: • Removes constant tab-switching • Faster write → check → fix cycles • Lets the IDE handle speed while SonarQube handles structure • Feels like code quality finally meets AI-native development Setup is super simple: → Enable SonarQube's MCP Server in Cursor → Add your SonarQube instance → Open your repo → Run the scan directly inside the IDE I then pointed it to a JS component I’m building in Streamlit (psst, it’s called Streamlit ChartJS ;)) → Immediate results: security flags, reliability concerns, maintainability smells, and dependency risks ✅ Then I prompted: "Show me the full breakdown." → Cursor opens the SonarQube UI with rule details, severities, fix guidance, and project-wide quality signals! Exactly on point.

Charly Wargnier

22,702 просмотров • 7 месяцев назад

Here's a demo on a project I've been developing and working on for the past 9 months. Called NightBeacon. Using it now in production, getting released fully this week. Our own internally trained models on our own infrastructure (no third party). Trained on our analysts knowledge and behavior (TP/FPs retrain model to be smarter with context). Handles emails (including tonality), attachments, various malicious filetypes (DLL/exe/svg/lnk/etc). Can send it full evtx exports, packet dumps, zip files, whatever. Universal log handler can parse any log from any source, EDR, SIEM, etc. Deep-Scan / sandbox detonation + shellcode emulation with IOC extraction automatically. Automatic playbook generation, full AI-based recommendations custom to the attack. Synthetic training data layer - meaning when it trains on a specific attack at a customer, generates training data based on the customers data but never has any of the actual data or information about the customer in it. No customer information. For areas its weak at, bubbles up and automatically kicks off research to become smarter on a specific topic. Supports GenAI based rulesets (to improve confidence), over 900+ YARA rules, full MITRE ATT&CK integration. Integrated into our SOAR - enriches data, creates playbooks for analysts, MTTR reduces substantially, false positives reduced, true positive escalations. Not using our MDR service? Can integrate into your EDR or SIEM for automatic enrichment and escalation of attacks. Built to help respond faster. More accurately. Be intelligent based on our analysts intelligence. Stop attackers much much faster. Coming soon.. #BinaryDefense
1:44

Here's a demo on a project I've been developing and working on for the past 9 months. Called NightBeacon. Using it now in production, getting released fully this week. Our own internally trained models on our own infrastructure (no third party). Trained on our analysts knowledge and behavior (TP/FPs retrain model to be smarter with context). Handles emails (including tonality), attachments, various malicious filetypes (DLL/exe/svg/lnk/etc). Can send it full evtx exports, packet dumps, zip files, whatever. Universal log handler can parse any log from any source, EDR, SIEM, etc. Deep-Scan / sandbox detonation + shellcode emulation with IOC extraction automatically. Automatic playbook generation, full AI-based recommendations custom to the attack. Synthetic training data layer - meaning when it trains on a specific attack at a customer, generates training data based on the customers data but never has any of the actual data or information about the customer in it. No customer information. For areas its weak at, bubbles up and automatically kicks off research to become smarter on a specific topic. Supports GenAI based rulesets (to improve confidence), over 900+ YARA rules, full MITRE ATT&CK integration. Integrated into our SOAR - enriches data, creates playbooks for analysts, MTTR reduces substantially, false positives reduced, true positive escalations. Not using our MDR service? Can integrate into your EDR or SIEM for automatic enrichment and escalation of attacks. Built to help respond faster. More accurately. Be intelligent based on our analysts intelligence. Stop attackers much much faster. Coming soon.. #BinaryDefense

Dave Kennedy

12,905 просмотров • 4 месяцев назад

‼️Erika Kirk’s Drect CIA Connection EXPOSED: Dr. Peter Pry Was CIA, Not Homeland Security — And Erika Kirk Interviewed Him MULTIPLE Times 👀 New information confirms that Dr. Peter Vincent Pry was not Homeland Security — he was a career CIA Intelligence Officer for over 20 years. Pry spent a decade inside the CIA analyzing Soviet, Russian, Iran and China nuclear strategy before moving into congressional roles, where he continued operating with full intelligence community access. He even received an official CIA certificate of recognition for his service. Erika Frantzve (now Erika Kirk) interviewed this longtime CIA operative on her “Wake Up America” podcast at least twice. She gave a high-level CIA asset a platform while running a charity tied to Romania — the same charity now facing serious questions about grooming and trafficking networks involving underage girls and possible U.S. government connections. When you combine Erika’s repeated access to a senior CIA figure like Pry, her mother’s documented intelligence and defense ties, and the growing evidence surrounding Charlie Kirk’s assassination, the picture becomes much darker. Erika wasn’t some random conservative activist. She had direct lines into the intelligence community. This is why so many people believe she played a role in what happened to Charlie. ⚠️If you value our work and want to help us financially, your support is what helps us stay independent and keep the lights on. DONATE Here: CC: Erika Kirk any comment?
0:56

‼️Erika Kirk’s Drect CIA Connection EXPOSED: Dr. Peter Pry Was CIA, Not Homeland Security — And Erika Kirk Interviewed Him MULTIPLE Times 👀 New information confirms that Dr. Peter Vincent Pry was not Homeland Security — he was a career CIA Intelligence Officer for over 20 years. Pry spent a decade inside the CIA analyzing Soviet, Russian, Iran and China nuclear strategy before moving into congressional roles, where he continued operating with full intelligence community access. He even received an official CIA certificate of recognition for his service. Erika Frantzve (now Erika Kirk) interviewed this longtime CIA operative on her “Wake Up America” podcast at least twice. She gave a high-level CIA asset a platform while running a charity tied to Romania — the same charity now facing serious questions about grooming and trafficking networks involving underage girls and possible U.S. government connections. When you combine Erika’s repeated access to a senior CIA figure like Pry, her mother’s documented intelligence and defense ties, and the growing evidence surrounding Charlie Kirk’s assassination, the picture becomes much darker. Erika wasn’t some random conservative activist. She had direct lines into the intelligence community. This is why so many people believe she played a role in what happened to Charlie. ⚠️If you value our work and want to help us financially, your support is what helps us stay independent and keep the lights on. DONATE Here: CC: Erika Kirk any comment?

Project Constitution

20,694 просмотров • 28 дней назад

I held a meeting with our negotiating team. It is important that we are in communication with the American side virtually 24/7. At the moment, the partners’ priority and all attention are focused on the situation around Iran, and because of this the meeting that had been planned for this week is being postponed at the proposal of the American side. However, Ukraine is ready for a meeting at any moment, in a format that can help and that will be realistic in terms of ending the war. The team reported on the plans of the Russian side, as far as it is known to us, primarily thanks to our intelligence services. I instructed the team to once again communicate with the American negotiators in order, first, to reiterate our readiness for strategic joint work for security and, in particular, protection against strike drones, and second, to once again confirm our readiness to work substantively toward ending Russia’s war against Ukraine. We see that the Russians are now trying to manipulate the situation in the Middle East and the Gulf region in favor of their aggression, and also to effectively turn the Iranian regime’s strikes against its neighbors and American bases into a second front of Russia’s war against Ukraine and, more broadly, against the entire West. This must not be allowed. Evil must not be given opportunities for coordination, but the protection of life must be clearly coordinated. This is exactly what we are working for. Thank you to everyone who helps!
0:28

I held a meeting with our negotiating team. It is important that we are in communication with the American side virtually 24/7. At the moment, the partners’ priority and all attention are focused on the situation around Iran, and because of this the meeting that had been planned for this week is being postponed at the proposal of the American side. However, Ukraine is ready for a meeting at any moment, in a format that can help and that will be realistic in terms of ending the war. The team reported on the plans of the Russian side, as far as it is known to us, primarily thanks to our intelligence services. I instructed the team to once again communicate with the American negotiators in order, first, to reiterate our readiness for strategic joint work for security and, in particular, protection against strike drones, and second, to once again confirm our readiness to work substantively toward ending Russia’s war against Ukraine. We see that the Russians are now trying to manipulate the situation in the Middle East and the Gulf region in favor of their aggression, and also to effectively turn the Iranian regime’s strikes against its neighbors and American bases into a second front of Russia’s war against Ukraine and, more broadly, against the entire West. This must not be allowed. Evil must not be given opportunities for coordination, but the protection of life must be clearly coordinated. This is exactly what we are working for. Thank you to everyone who helps!

Volodymyr Zelenskyy / Володимир Зеленський

330,875 просмотров • 4 месяцев назад

🚨 HEART-WRENCHING BREAKING: A MOTHER'S WORST NIGHTMARE UNFOLDS IN MEERUT.... 😭💔 Imagine this: A dedicated young teacher, Riya, steps out innocently to buy jewelry for her family. Parched from the summer heat, she reaches for what she believes is a simple bottle of cold Bisleri water from a nearby shop a sealed one straight from the deep freezer. One innocent sip... and her entire world shattered in unimaginable agony. Instead of refreshing water, the bottle was filled with deadly concentrated acid. Riya's screams of pure terror echoed through the shop as the corrosive poison burned through her throat, chest, and insides. Now she lies fighting for her life in the ICU, her body writhing in excruciating pain, battling between life and death. A bright young woman's future stolen in seconds by sheer negligence. The CCTV footage is absolutely devastating watch her joyful moment turn into a living hell as she clutches her burning throat, eyes wide with shock and betrayal. The shopkeeper insists the bottle was factory-sealed from the company. Police have arrested him. Legal Update: This monstrous act of gross negligence can be charged as Culpable Homicide not amounting to Murder (Section 304 IPC) along with rash and negligent acts causing grievous hurt. Cases will likely be filed against the shopkeeper, and investigations may extend to the supplier and distributor if any tampering or shocking lapse in safety is found. How can something as basic as a water bottle become a weapon of destruction? This is every parent's, every teacher's nightmare. Riya deserves justice. Share this far and wide we cannot let such horrifying negligence go unnoticed.🙏🔥
0:22

🚨 HEART-WRENCHING BREAKING: A MOTHER'S WORST NIGHTMARE UNFOLDS IN MEERUT.... 😭💔 Imagine this: A dedicated young teacher, Riya, steps out innocently to buy jewelry for her family. Parched from the summer heat, she reaches for what she believes is a simple bottle of cold Bisleri water from a nearby shop a sealed one straight from the deep freezer. One innocent sip... and her entire world shattered in unimaginable agony. Instead of refreshing water, the bottle was filled with deadly concentrated acid. Riya's screams of pure terror echoed through the shop as the corrosive poison burned through her throat, chest, and insides. Now she lies fighting for her life in the ICU, her body writhing in excruciating pain, battling between life and death. A bright young woman's future stolen in seconds by sheer negligence. The CCTV footage is absolutely devastating watch her joyful moment turn into a living hell as she clutches her burning throat, eyes wide with shock and betrayal. The shopkeeper insists the bottle was factory-sealed from the company. Police have arrested him. Legal Update: This monstrous act of gross negligence can be charged as Culpable Homicide not amounting to Murder (Section 304 IPC) along with rash and negligent acts causing grievous hurt. Cases will likely be filed against the shopkeeper, and investigations may extend to the supplier and distributor if any tampering or shocking lapse in safety is found. How can something as basic as a water bottle become a weapon of destruction? This is every parent's, every teacher's nightmare. Riya deserves justice. Share this far and wide we cannot let such horrifying negligence go unnoticed.🙏🔥

Mr Tiwaree

665,027 просмотров • 11 дней назад

💔I'm losing the words to explain to you what life is like - living under constant terror and the existential fear of death that hangs over us all in #Gaza, never allowing for a moment's peace. Every day I write so that you do not forget us, to remind you we are here, desperate to survive. This survival is unfortunately down to you, my friends, because no one else wants to help us. You have given us every cherished day so far, and I pray that I will have more days to experience life with my family and enjoy the joy in life that I miss so badly. You are all we have, my friends.. Please help if you can, I am being suppressed when I use the wrong words, and I'm worried about the dropping support for us which could have devastating effects on us all. I will work to my very last breath to help the poor and desperate people and animals who are relying on me, my friends. Please help me to do this, however you can.. 🙏 Our Cruelty Free Kitchen 🫂🙏🇵🇸 Our Water Project 💧🙏 My Cat Shelter + Family Survival Fund 🐾🐈🥺🫂 My PayPal 🙏🇵🇸🥺🫂🚨🆘️ 🐾🐈
1:11

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💔I'm losing the words to explain to you what life is like - living under constant terror and the existential fear of death that hangs over us all in #Gaza, never allowing for a moment's peace. Every day I write so that you do not forget us, to remind you we are here, desperate to survive. This survival is unfortunately down to you, my friends, because no one else wants to help us. You have given us every cherished day so far, and I pray that I will have more days to experience life with my family and enjoy the joy in life that I miss so badly. You are all we have, my friends.. Please help if you can, I am being suppressed when I use the wrong words, and I'm worried about the dropping support for us which could have devastating effects on us all. I will work to my very last breath to help the poor and desperate people and animals who are relying on me, my friends. Please help me to do this, however you can.. 🙏 Our Cruelty Free Kitchen 🫂🙏🇵🇸 Our Water Project 💧🙏 My Cat Shelter + Family Survival Fund 🐾🐈🥺🫂 My PayPal 🙏🇵🇸🥺🫂🚨🆘️ 🐾🐈

♥️🇵🇸🇵🇸❤️A lover ♥️of homeless cats😻❤️🌱🌱👍🤗

13,077 просмотров • 1 год назад

BREAKING EXCLUSIVE:🚨 WORLD WAR III WARNING 🚨 🕵️‍♂️ Tonight, I spoke with a covert intelligence insider — and what they revealed should shake EVERYONE awake. 🔴 POLAND DRONE INCIDENT: We were told “Russian drones” penetrated Polish airspace and triggered Article 4 talks. But here’s the TRUTH: ⚠️ These drones were too small to fly 300 km into Poland. ⚠️ Russia immediately called for a full investigation — Poland has REFUSED. ⚠️ Some evidence points to Ukraine or NATO-linked operators staging this as a provocation. 🔥 NATO IS ESCALATING: Our source warns this looks EXACTLY like Nord Stream all over again: blame Russia first, investigate never. Russia has formally denied involvement — just like it did with Nord Stream — but Western media is running with the narrative. 🛡️ MOLDOVA IS NEXT: 📩 30,000 leaked Moldovan parliamentary emails show: ✅ Plans to limit Transnistrian polling stations (home to 350,000 ethnic Russians). ✅ Discussions of using judges loyal to the ruling PAS party to annul elections if results don’t go their way — a carbon copy of what we saw in Romania. ✅ Western funding via USAID & UKAID driving Romanian influence inside Moldova to pull it under NATO’s umbrella. 🇫🇷 FRENCH TROOPS IN MOLDOVA: Our source CONFIRMED that French soldiers are already on the ground. British involvement is under discussion. This is NATO inching right up to Russia’s door. 💣 WHAT THIS MEANS: This isn’t “deterrence.” This is preparation. Dmitry Peskov’s chilling words: “NATO is already de facto at war with Russia. There is no need to prove it.” And he warned: any country directly or indirectly supporting attacks on Russia could become a legitimate target. 📊 CONNECT THE DOTS: — Pipeline sabotage (Nord Stream, Druzhba) — Drone provocations in Poland, Romania, Latvia — French deployments in Moldova — Calls for NATO “peacekeepers” in Ukraine This is a slow-motion escalation toward a HOT WAR — one that could see NATO capitals targeted if the West keeps pushing. 🔥 WHY THIS MATTERS: This isn’t just geopolitics. This is about YOUR FAMILY. YOUR CITY. YOUR FUTURE. Once the first missile flies, there is no going back. 📢 WHAT WE MUST DEMAND: ⚠️ Full, independent investigations into ALL provocations. ⚠️ No NATO troops in Ukraine. ⚠️ No election manipulation in Moldova. ⚠️ A return to PEACE NEGOTIATIONS before it’s too late. 💥 We are standing on the edge of history. World War III isn’t coming. It’s already here — just without the headline. 🚨 DO NOT BE SILENT. SHARE THIS. ASK QUESTIONS. HOLD LEADERS TO ACCOUNT. The time to wake up is NOW — because when the sirens sound, it’s too late.
59:20

BREAKING EXCLUSIVE:🚨 WORLD WAR III WARNING 🚨 🕵️‍♂️ Tonight, I spoke with a covert intelligence insider — and what they revealed should shake EVERYONE awake. 🔴 POLAND DRONE INCIDENT: We were told “Russian drones” penetrated Polish airspace and triggered Article 4 talks. But here’s the TRUTH: ⚠️ These drones were too small to fly 300 km into Poland. ⚠️ Russia immediately called for a full investigation — Poland has REFUSED. ⚠️ Some evidence points to Ukraine or NATO-linked operators staging this as a provocation. 🔥 NATO IS ESCALATING: Our source warns this looks EXACTLY like Nord Stream all over again: blame Russia first, investigate never. Russia has formally denied involvement — just like it did with Nord Stream — but Western media is running with the narrative. 🛡️ MOLDOVA IS NEXT: 📩 30,000 leaked Moldovan parliamentary emails show: ✅ Plans to limit Transnistrian polling stations (home to 350,000 ethnic Russians). ✅ Discussions of using judges loyal to the ruling PAS party to annul elections if results don’t go their way — a carbon copy of what we saw in Romania. ✅ Western funding via USAID & UKAID driving Romanian influence inside Moldova to pull it under NATO’s umbrella. 🇫🇷 FRENCH TROOPS IN MOLDOVA: Our source CONFIRMED that French soldiers are already on the ground. British involvement is under discussion. This is NATO inching right up to Russia’s door. 💣 WHAT THIS MEANS: This isn’t “deterrence.” This is preparation. Dmitry Peskov’s chilling words: “NATO is already de facto at war with Russia. There is no need to prove it.” And he warned: any country directly or indirectly supporting attacks on Russia could become a legitimate target. 📊 CONNECT THE DOTS: — Pipeline sabotage (Nord Stream, Druzhba) — Drone provocations in Poland, Romania, Latvia — French deployments in Moldova — Calls for NATO “peacekeepers” in Ukraine This is a slow-motion escalation toward a HOT WAR — one that could see NATO capitals targeted if the West keeps pushing. 🔥 WHY THIS MATTERS: This isn’t just geopolitics. This is about YOUR FAMILY. YOUR CITY. YOUR FUTURE. Once the first missile flies, there is no going back. 📢 WHAT WE MUST DEMAND: ⚠️ Full, independent investigations into ALL provocations. ⚠️ No NATO troops in Ukraine. ⚠️ No election manipulation in Moldova. ⚠️ A return to PEACE NEGOTIATIONS before it’s too late. 💥 We are standing on the edge of history. World War III isn’t coming. It’s already here — just without the headline. 🚨 DO NOT BE SILENT. SHARE THIS. ASK QUESTIONS. HOLD LEADERS TO ACCOUNT. The time to wake up is NOW — because when the sirens sound, it’s too late.

Jim Ferguson

125,163 просмотров • 10 месяцев назад

🫂My friends, today we ran the kitchen again, and we made a dish of yellow lentils after asking everyone what dish they wanted most. It is an incredibly joyful experience to help others, especially as all other moments of our lives are filled with so much fear and terror. It’s been so long since the borders were opened last that there’s very little nutritious proper food that can be found, and we are doing our best to give people food that has good vitamins and nutrition to help their health, especially the children who need it to grow. The situation here is miserable, my friends, and everyone is exhausted and terrified all of the time. My heart breaks for the families living in tents for entire years of their lives, barely surviving bombs that drop randomly at all hours of the day, and there is constant noise in the sky that makes me miss the sounds of birds in the sky and the peace of quiet during the night. Every day my heart breaks more when I see the #animals and the poor #cats who are suffering terribly. 💔 Your support for us is the only thing that keeps us going through these miserable times, my friends, and for that, we are very grateful. I hope that one day soon this war will come to an end, and we can live in peace, and I can go back to tending my beloved cats like I did before and we can experience a moment where we are not constantly fearing for our lives. Please keep us in your thoughts and your hearts, dearest friends, and I’d be very grateful if you could donate and share my post..🫂 🚨🙏🇵🇸 🫂💚🌱 🐾🐈🙏 🚨🫂🙏 🚨 🫂🙏💚🌱🇵🇸
0:51

🫂My friends, today we ran the kitchen again, and we made a dish of yellow lentils after asking everyone what dish they wanted most. It is an incredibly joyful experience to help others, especially as all other moments of our lives are filled with so much fear and terror. It’s been so long since the borders were opened last that there’s very little nutritious proper food that can be found, and we are doing our best to give people food that has good vitamins and nutrition to help their health, especially the children who need it to grow. The situation here is miserable, my friends, and everyone is exhausted and terrified all of the time. My heart breaks for the families living in tents for entire years of their lives, barely surviving bombs that drop randomly at all hours of the day, and there is constant noise in the sky that makes me miss the sounds of birds in the sky and the peace of quiet during the night. Every day my heart breaks more when I see the #animals and the poor #cats who are suffering terribly. 💔 Your support for us is the only thing that keeps us going through these miserable times, my friends, and for that, we are very grateful. I hope that one day soon this war will come to an end, and we can live in peace, and I can go back to tending my beloved cats like I did before and we can experience a moment where we are not constantly fearing for our lives. Please keep us in your thoughts and your hearts, dearest friends, and I’d be very grateful if you could donate and share my post..🫂 🚨🙏🇵🇸 🫂💚🌱 🐾🐈🙏 🚨🫂🙏 🚨 🫂🙏💚🌱🇵🇸

♥️🇵🇸🇵🇸❤️A lover ♥️of homeless cats😻❤️🌱🌱👍🤗

20,317 просмотров • 1 год назад

🚨🏴󠁧󠁢󠁳󠁣󠁴󠁿🗣 Stop the Data Centre Monster in the Scottish Borders! A £2 billion industrial scale data centre is being pushed for a beautiful rural spot west of Duns, between Longformacus and Westruther in the Lammermuirs. Developers call it "Southside" and promise jobs and wind powered operations, but this proposal risks turning one of Scotland’s most stunning landscapes into a concrete eyesore. Campaigners from Save the Lammermuirs Stop the Data Centre are right to call it what it is a monster. At 24 metres high, these massive buildings would drain electricity, dominate the views, and fundamentally change the character of this peaceful rural area. Data centres typically create hundreds of temporary construction jobs, but only a small number of permanent operational jobs once built (often just 25 to 100 staff for maintenance and security). The developers’ claim of ~145 permanent local jobs is still very low for a £2 billion project that would industrialise a large rural site. Reports from the US highlight further serious concerns constant noise pollution from fans and generators disrupts sleep, causes stress, anxiety, headaches, and other health issues for nearby residents. Light pollution and habitat disruption harm wildlife affecting both nocturnal animals (like bats and owls) and daytime species (birds, insects, mammals) by interfering with natural behaviours, migration, breeding, and foraging. This is the wrong development in the wrong place no matter how much they talk about "green roofs" or blending in. AI needs infrastructure, but not by sacrificing irreplaceable countryside, dark skies, and wildlife habitats that locals and future generations cherish. We’ve seen this story before: big promises of economic revival that deliver noise, traffic, visual blight, and long term damage to tourism and quality of life, while the real profits flow elsewhere. What residents can do to reject this proposal: Attend the public consultations and make your voice heard loud and clear. Longformacus Village Hall: Thursday (this week), 13:00 to 19:00 Westruther Village Hall: 10 June, 13:00 to 19:00 Contact your Scottish Borders Council councillors and local MSPs immediately urge them to oppose any planning application. Join or support the Save the Lammermuirs Stop the Data Centre group. Share this widely, sign petitions if they appear, and rally your neighbours. This isn’t inevitable. Strong local opposition can stop irresponsible developments like this. Protect the Borders’ landscape, character, wildlife, and future say NO to the data centre monster. Comment below and tag your local councillors! The MP for the area is John Lamont MP 🇬🇧🏴󠁧󠁢󠁳󠁣󠁴󠁿 Links to the Facebook group, petition and planning documents are in the comments. I have also included a MP template letter you can copy and paste and add relevant information or you draft your own #SaveTheLammermuirs #StopTheDataCentre #ScottishBorders
0:33

🚨🏴󠁧󠁢󠁳󠁣󠁴󠁿🗣 Stop the Data Centre Monster in the Scottish Borders! A £2 billion industrial scale data centre is being pushed for a beautiful rural spot west of Duns, between Longformacus and Westruther in the Lammermuirs. Developers call it "Southside" and promise jobs and wind powered operations, but this proposal risks turning one of Scotland’s most stunning landscapes into a concrete eyesore. Campaigners from Save the Lammermuirs Stop the Data Centre are right to call it what it is a monster. At 24 metres high, these massive buildings would drain electricity, dominate the views, and fundamentally change the character of this peaceful rural area. Data centres typically create hundreds of temporary construction jobs, but only a small number of permanent operational jobs once built (often just 25 to 100 staff for maintenance and security). The developers’ claim of ~145 permanent local jobs is still very low for a £2 billion project that would industrialise a large rural site. Reports from the US highlight further serious concerns constant noise pollution from fans and generators disrupts sleep, causes stress, anxiety, headaches, and other health issues for nearby residents. Light pollution and habitat disruption harm wildlife affecting both nocturnal animals (like bats and owls) and daytime species (birds, insects, mammals) by interfering with natural behaviours, migration, breeding, and foraging. This is the wrong development in the wrong place no matter how much they talk about "green roofs" or blending in. AI needs infrastructure, but not by sacrificing irreplaceable countryside, dark skies, and wildlife habitats that locals and future generations cherish. We’ve seen this story before: big promises of economic revival that deliver noise, traffic, visual blight, and long term damage to tourism and quality of life, while the real profits flow elsewhere. What residents can do to reject this proposal: Attend the public consultations and make your voice heard loud and clear. Longformacus Village Hall: Thursday (this week), 13:00 to 19:00 Westruther Village Hall: 10 June, 13:00 to 19:00 Contact your Scottish Borders Council councillors and local MSPs immediately urge them to oppose any planning application. Join or support the Save the Lammermuirs Stop the Data Centre group. Share this widely, sign petitions if they appear, and rally your neighbours. This isn’t inevitable. Strong local opposition can stop irresponsible developments like this. Protect the Borders’ landscape, character, wildlife, and future say NO to the data centre monster. Comment below and tag your local councillors! The MP for the area is John Lamont MP 🇬🇧🏴󠁧󠁢󠁳󠁣󠁴󠁿 Links to the Facebook group, petition and planning documents are in the comments. I have also included a MP template letter you can copy and paste and add relevant information or you draft your own #SaveTheLammermuirs #StopTheDataCentre #ScottishBorders

Cat Brown 🏴󠁧󠁢󠁳󠁣󠁴󠁿🚜🇬🇧🇮🇪🏴󠁧󠁢󠁥󠁮󠁧󠁿

69,429 просмотров • 1 месяц назад

The $AEGIS DApp portal is now open to all: 🛡️ At Aegis, we believe in empowering the blockchain full of security, transparency and innovation. The Aegis Dapp has been under development for several months prior to the launch of $AEGIS and with that we have been able to build what we believe has the potential to change how users go about their day to day security. We are thrilled to share our progress and truly exciting news with you all. 🎯 First things first, at Aegis, we want to make it clear that the value of what we seek to bring to security across the blockchain, comes from our big vision, our strong team, and our commitment to long-term goals. ℹ️ Let’s kick this off with some information that is constantly happening, which is behind the scenes. Our full team is dedicated to the opportunity that lays ahead of us with becoming the leading voice/name for security, grasping every aspect with innovation, hard work, passion and commitment to see this sector grow. Everyone is aware of how important security is, a heartwarming mention to Messari for including us on how they see this sector growing rapidly and pushing a 10 Billion evaluation. We take that recognition with full responsibility and gratitude as we've been working hard on some really powerful stuff that could change the game for our industry. If you read the title and report itself, I’m sure that’ll give you some insight to what’s coming, and to the vast extent of what you can expect Aegis to be working towards. —> 🤝 This comes from teaming up with others within this sector and coming up with new tech to projects driven by our community, within the pipeline you can be confident that what we are building will push the cryptocurrency industry as a whole into a better future, the magnitude to what Aegis brings will not stop until we can confidently say, “Negative security reports across the blockchain are at an all time low, thousands of users are satisfied that Aegis is protecting them and their assets.” We're sticking to our vision no matter what the market does or whatever else comes our way. We plan to build what we set out to and we will see to it that our ecosystem is met. We've been working on some pretty amazing products that will be available within our Dapp, let’s go over what we offer: * AI Audits * Live Monitoring * Penetration Testing * Bug Bounties * Live Watchdog * Token analytics for everyday users, developers, teams, auditors, institutions, investors. ⬇️ Let’s break it down for you in some simple steps: AI AUDITS: We have trained our LLM models as AI AGENTS, these consist of 3 people ( AI AGENTS ) for the audits that are performed. - Audit - Reviewer - Judge Each one analyzes with a different personality, let’s check what personalities our AI AGENTS consist of: 3 different perspective auditors. 1 - Fine-tuned model x amount reads the code and generates the audit. ✅ 2 - Model x amount reviews the code and fact checks thoroughly. ✅ 3 - Model x amount ranks the code based on the severity outcome. ✅ ⌚️ Live Monitoring/Watchdog: The Live Monitoring/Watchdog system is designed to provide real-time surveillance of smart contracts, ensuring the detection and prevention of any potentially harmful transactions or malicious activities. Through the utilization of an AI Agent model, the system is trained to proactively identify and thwart suspicious behavior, thereby safeguarding the integrity of the smart contracts. Also, a paid sophisticated threat detection model is available for more intricate protocols and Dapps, offering an advanced level of protection against potential threats. This proactive approach is crucial in mitigating the risk of exploitation and ensuring the security of the smart contract ecosystem. 🖊️ Pen Testing: Our platform offers Pen Testing services to developers, providing a controlled environment for whitehat hackers to simulate attacks and identify vulnerabilities in smart contracts and protocols. In addition to human whitehat hackers, our AI Agents function as Red and Blue teams, actively engaging in simulated attacks to stress-test protocols and identify potential weaknesses. This comprehensive approach allows developers to proactively identify and address security issues, ultimately enhancing the robustness and resilience of their projects. 🕷️ Bug Bounties: Our Bug Bounty listing platform provides developers with the opportunity to list their protocols and offer bounties to white hat hackers for identifying vulnerabilities. By aggregating millions of bounties from various platforms and utilizing AI tools, we streamline the testing process, reducing up to 80% of the workload typically associated with security testing. This allows developers to efficiently identify and address potential vulnerabilities in their protocols, ultimately enhancing the overall security and resilience of their projects. 🪙 And lot more token analytics features for regular users, this will give you the opportunity to explore our Dapp for yourself and have some fun diving into the security platform of the future! I’m sure you’re excited to try it all out yourself, which is why we have some exciting news to bring to the #Guardians of the blockchain! But just before you continue the read and see the beans have been spilled, we have to take this opportunity to share with you that this large step to becoming a security leader is but only 20% of what we have revealed. This will be at the core of what Aegis stands for and hopes to achieve. The focus here is upon our Dapp, and in time we will slowly bring forward information/updates regarding segments of what makes Aegis a force to be reckoned with. Now that you’re fired up and excited to all of the announcements to come, let’s get to the news you’ve been waiting for! 🎉 We’re spilling the good news, and are happy to say we are now set for public release! The team at Aegis are overwhelmed with the development, support from teams, community, partners and more on what we believe to be an institutional-grade product. But the fun doesn’t stop there, this marks the start of what we aim to become, as it will take time and cycles to become better and better. Constant advancements will be set in place to attain the goal of achieving blockchain security. A statement from our CEO- Brian Hunt: “I can confirm from the security conferences I attended with Centralized security firms Peckshield, Hacken, Certik, BlockSec presentations, they are trying to achieve something similar and it will take them years. Decentralized AI for Security!” This initial drop of our dapp will be to get users signed up to gain access, in which we’ll whitelist users to get the ball rolling. 📣 To end this segment, let’s get the party started with the long awaited Aegis Ai Security Dapp and sign up now!
2:06

The $AEGIS DApp portal is now open to all: 🛡️ At Aegis, we believe in empowering the blockchain full of security, transparency and innovation. The Aegis Dapp has been under development for several months prior to the launch of $AEGIS and with that we have been able to build what we believe has the potential to change how users go about their day to day security. We are thrilled to share our progress and truly exciting news with you all. 🎯 First things first, at Aegis, we want to make it clear that the value of what we seek to bring to security across the blockchain, comes from our big vision, our strong team, and our commitment to long-term goals. ℹ️ Let’s kick this off with some information that is constantly happening, which is behind the scenes. Our full team is dedicated to the opportunity that lays ahead of us with becoming the leading voice/name for security, grasping every aspect with innovation, hard work, passion and commitment to see this sector grow. Everyone is aware of how important security is, a heartwarming mention to Messari for including us on how they see this sector growing rapidly and pushing a 10 Billion evaluation. We take that recognition with full responsibility and gratitude as we've been working hard on some really powerful stuff that could change the game for our industry. If you read the title and report itself, I’m sure that’ll give you some insight to what’s coming, and to the vast extent of what you can expect Aegis to be working towards. —> 🤝 This comes from teaming up with others within this sector and coming up with new tech to projects driven by our community, within the pipeline you can be confident that what we are building will push the cryptocurrency industry as a whole into a better future, the magnitude to what Aegis brings will not stop until we can confidently say, “Negative security reports across the blockchain are at an all time low, thousands of users are satisfied that Aegis is protecting them and their assets.” We're sticking to our vision no matter what the market does or whatever else comes our way. We plan to build what we set out to and we will see to it that our ecosystem is met. We've been working on some pretty amazing products that will be available within our Dapp, let’s go over what we offer: * AI Audits * Live Monitoring * Penetration Testing * Bug Bounties * Live Watchdog * Token analytics for everyday users, developers, teams, auditors, institutions, investors. ⬇️ Let’s break it down for you in some simple steps: AI AUDITS: We have trained our LLM models as AI AGENTS, these consist of 3 people ( AI AGENTS ) for the audits that are performed. - Audit - Reviewer - Judge Each one analyzes with a different personality, let’s check what personalities our AI AGENTS consist of: 3 different perspective auditors. 1 - Fine-tuned model x amount reads the code and generates the audit. ✅ 2 - Model x amount reviews the code and fact checks thoroughly. ✅ 3 - Model x amount ranks the code based on the severity outcome. ✅ ⌚️ Live Monitoring/Watchdog: The Live Monitoring/Watchdog system is designed to provide real-time surveillance of smart contracts, ensuring the detection and prevention of any potentially harmful transactions or malicious activities. Through the utilization of an AI Agent model, the system is trained to proactively identify and thwart suspicious behavior, thereby safeguarding the integrity of the smart contracts. Also, a paid sophisticated threat detection model is available for more intricate protocols and Dapps, offering an advanced level of protection against potential threats. This proactive approach is crucial in mitigating the risk of exploitation and ensuring the security of the smart contract ecosystem. 🖊️ Pen Testing: Our platform offers Pen Testing services to developers, providing a controlled environment for whitehat hackers to simulate attacks and identify vulnerabilities in smart contracts and protocols. In addition to human whitehat hackers, our AI Agents function as Red and Blue teams, actively engaging in simulated attacks to stress-test protocols and identify potential weaknesses. This comprehensive approach allows developers to proactively identify and address security issues, ultimately enhancing the robustness and resilience of their projects. 🕷️ Bug Bounties: Our Bug Bounty listing platform provides developers with the opportunity to list their protocols and offer bounties to white hat hackers for identifying vulnerabilities. By aggregating millions of bounties from various platforms and utilizing AI tools, we streamline the testing process, reducing up to 80% of the workload typically associated with security testing. This allows developers to efficiently identify and address potential vulnerabilities in their protocols, ultimately enhancing the overall security and resilience of their projects. 🪙 And lot more token analytics features for regular users, this will give you the opportunity to explore our Dapp for yourself and have some fun diving into the security platform of the future! I’m sure you’re excited to try it all out yourself, which is why we have some exciting news to bring to the #Guardians of the blockchain! But just before you continue the read and see the beans have been spilled, we have to take this opportunity to share with you that this large step to becoming a security leader is but only 20% of what we have revealed. This will be at the core of what Aegis stands for and hopes to achieve. The focus here is upon our Dapp, and in time we will slowly bring forward information/updates regarding segments of what makes Aegis a force to be reckoned with. Now that you’re fired up and excited to all of the announcements to come, let’s get to the news you’ve been waiting for! 🎉 We’re spilling the good news, and are happy to say we are now set for public release! The team at Aegis are overwhelmed with the development, support from teams, community, partners and more on what we believe to be an institutional-grade product. But the fun doesn’t stop there, this marks the start of what we aim to become, as it will take time and cycles to become better and better. Constant advancements will be set in place to attain the goal of achieving blockchain security. A statement from our CEO- Brian Hunt: “I can confirm from the security conferences I attended with Centralized security firms Peckshield, Hacken, Certik, BlockSec presentations, they are trying to achieve something similar and it will take them years. Decentralized AI for Security!” This initial drop of our dapp will be to get users signed up to gain access, in which we’ll whitelist users to get the ball rolling. 📣 To end this segment, let’s get the party started with the long awaited Aegis Ai Security Dapp and sign up now!

AEGIS AI

127,936 просмотров • 2 лет назад

🚨 WARNING: America Is For Sale The EB-5 Visa Is the Pipeline Supercharging Saudi and OIC Influence in Miami How a U.S. investor-visa program gives foreign Islamic power brokers a direct path into America’s institutions — and why conservatives are sounding the alarm. The moment you understand what is happening in Miami — the expansion of Saudi Arabia’s Public Investment Fund (PIF), the kingdom’s aggressive acquisition strategy, and the political machinery of the OIC — the EB-5 “Investor Visa” program becomes the final and most dangerous piece of the pipeline. ⚡ Quick Explainer: What Is the OIC? The Organization of Islamic Cooperation (OIC) is a 57-state Islamic intergovernmental bloc — the second-largest organization in the world after the UN. Saudi Arabia sits at its center. The OIC acts as the collective political arm of the Islamic world, using its unified voting bloc to: drive UN resolutions push global “Islamophobia” standards pressure Western governments export Islamic-aligned legal and cultural norms PIF is the financial engine. The OIC is the political engine. Together they form a coordinated influence strategy. ⚠️ 1. EB-5 Turns U.S. Residency Into a Commodity for Foreign Powers Saudi Arabia and OIC-aligned states don’t immigrate — they invest. EB-5 was built for wealthy foreign nationals, including: state-linked businessmen sovereign fund executives politically connected elites Through EB-5, they can: buy into U.S. real estate obtain permanent residency embed financial networks influence political structures secure long-term footholds All without assimilating or aligning with American interests. This is why conservatives call EB-5: “A citizenship-for-sale program that invites foreign strategic penetration.” ⚠️ 2. EB-5 Is Used by High-Risk Foreign Nationals DHS, FBI, and Senate investigations have repeatedly documented EB-5 applicants from: China (including CCP-linked elites) Gulf monarchies Pakistan Turkey Qatar Saudi Arabia Many are tied directly or indirectly to: state ministries royal families (HELLO SAUDI ARABIA) sovereign funds intelligence-linked networks EB-5 is exactly the type of gateway Saudi Arabia would exploit to plant long-term influence inside America — including Miami. ⚠️ 3. Miami Is One of the Biggest EB-5 Hubs in America Miami real estate has relied on foreign capital for more than a decade, and EB-5 money has flowed into its largest developments. Combine that with: Saudi Arabia building a PIF command center in Miami direct PIF investment offices Saudi-funded conferences new Miami–Riyadh flight routes Miami being positioned as the Saudi hub for Latin America Add EB-5, and Miami becomes: a turnkey gateway for Saudi and OIC-aligned elites to embed themselves permanently into Florida’s political and economic system. This is exactly what conservatives have been warning about. ⚠️ 4. EB-5 Has a Long, Documented History of Fraud and Manipulation Federal investigations have repeatedly confirmed EB-5’s vulnerabilities: Funds diverted for political influence money laundering stolen investor capital fake job-creation claims compromised “regional centers” foreign intelligence-linked applicants Miami’s real-estate market — already a magnet for foreign capital — becomes exponentially more dangerous when combined with: PIF money Saudi strategic interests OIC ideological goals political cheerleaders like Mayor Francis Suarez This is why conservatives view EB-5 as a national security threat, not an economic tool. ⚠️ 5. EB-5 Is the Perfect Vehicle for “Soft Conquest” Saudi Arabia openly describes its strategy: “We are not just investing in things — we are investing in industries.” Industries → systems → influence → power. EB-5 aligns perfectly with that model: embeds foreign Islamic influence on U.S. soil creates permanent legal residency buys political and commercial access builds local economic dependency normalizes long-term foreign presence in American communities From the conservative perspective, this is how a foreign state captures a city without firing a shot. 🔥 BOTTOM LINE Now that Saudi Arabia’s PIF is openly establishing Miami as its American gateway, the EB-5 investor-visa program becomes the most dangerous loophole of all - a direct pipeline for OIC-aligned foreign elites to purchase residency, real estate, influence, and long-term power inside Florida. WHY IS THIS ALLOWED - WHY ARE WE HELPING OUR ENEMIES CONQUER US?
0:44

🚨 WARNING: America Is For Sale The EB-5 Visa Is the Pipeline Supercharging Saudi and OIC Influence in Miami How a U.S. investor-visa program gives foreign Islamic power brokers a direct path into America’s institutions — and why conservatives are sounding the alarm. The moment you understand what is happening in Miami — the expansion of Saudi Arabia’s Public Investment Fund (PIF), the kingdom’s aggressive acquisition strategy, and the political machinery of the OIC — the EB-5 “Investor Visa” program becomes the final and most dangerous piece of the pipeline. ⚡ Quick Explainer: What Is the OIC? The Organization of Islamic Cooperation (OIC) is a 57-state Islamic intergovernmental bloc — the second-largest organization in the world after the UN. Saudi Arabia sits at its center. The OIC acts as the collective political arm of the Islamic world, using its unified voting bloc to: drive UN resolutions push global “Islamophobia” standards pressure Western governments export Islamic-aligned legal and cultural norms PIF is the financial engine. The OIC is the political engine. Together they form a coordinated influence strategy. ⚠️ 1. EB-5 Turns U.S. Residency Into a Commodity for Foreign Powers Saudi Arabia and OIC-aligned states don’t immigrate — they invest. EB-5 was built for wealthy foreign nationals, including: state-linked businessmen sovereign fund executives politically connected elites Through EB-5, they can: buy into U.S. real estate obtain permanent residency embed financial networks influence political structures secure long-term footholds All without assimilating or aligning with American interests. This is why conservatives call EB-5: “A citizenship-for-sale program that invites foreign strategic penetration.” ⚠️ 2. EB-5 Is Used by High-Risk Foreign Nationals DHS, FBI, and Senate investigations have repeatedly documented EB-5 applicants from: China (including CCP-linked elites) Gulf monarchies Pakistan Turkey Qatar Saudi Arabia Many are tied directly or indirectly to: state ministries royal families (HELLO SAUDI ARABIA) sovereign funds intelligence-linked networks EB-5 is exactly the type of gateway Saudi Arabia would exploit to plant long-term influence inside America — including Miami. ⚠️ 3. Miami Is One of the Biggest EB-5 Hubs in America Miami real estate has relied on foreign capital for more than a decade, and EB-5 money has flowed into its largest developments. Combine that with: Saudi Arabia building a PIF command center in Miami direct PIF investment offices Saudi-funded conferences new Miami–Riyadh flight routes Miami being positioned as the Saudi hub for Latin America Add EB-5, and Miami becomes: a turnkey gateway for Saudi and OIC-aligned elites to embed themselves permanently into Florida’s political and economic system. This is exactly what conservatives have been warning about. ⚠️ 4. EB-5 Has a Long, Documented History of Fraud and Manipulation Federal investigations have repeatedly confirmed EB-5’s vulnerabilities: Funds diverted for political influence money laundering stolen investor capital fake job-creation claims compromised “regional centers” foreign intelligence-linked applicants Miami’s real-estate market — already a magnet for foreign capital — becomes exponentially more dangerous when combined with: PIF money Saudi strategic interests OIC ideological goals political cheerleaders like Mayor Francis Suarez This is why conservatives view EB-5 as a national security threat, not an economic tool. ⚠️ 5. EB-5 Is the Perfect Vehicle for “Soft Conquest” Saudi Arabia openly describes its strategy: “We are not just investing in things — we are investing in industries.” Industries → systems → influence → power. EB-5 aligns perfectly with that model: embeds foreign Islamic influence on U.S. soil creates permanent legal residency buys political and commercial access builds local economic dependency normalizes long-term foreign presence in American communities From the conservative perspective, this is how a foreign state captures a city without firing a shot. 🔥 BOTTOM LINE Now that Saudi Arabia’s PIF is openly establishing Miami as its American gateway, the EB-5 investor-visa program becomes the most dangerous loophole of all - a direct pipeline for OIC-aligned foreign elites to purchase residency, real estate, influence, and long-term power inside Florida. WHY IS THIS ALLOWED - WHY ARE WE HELPING OUR ENEMIES CONQUER US?

Amy Mek

76,991 просмотров • 8 месяцев назад

Hyperspace: A Peer-to-Peer Blockchain For The Agentic Intelligence Economy Over the past few weeks we observed that when agents do Karpathy-style experiments, and then gossip and share with others over the Hyperspace network, it leads to intelligence which is useful to many. Today we introduce the first-ever agentic blockchain which rewards agents when their experiments lead to intelligence for their network. It is based on a new mechanism called Proof-of-Intelligence (PoI) which requires a cryptographic proof of experimentation, a nominal stake, and a proof of compute in order to mine the currency of this new blockchain. -> This approach diverges from the two primary ways to secure blockchains we have seen so far: Proof-of-Work by Bitcoin (meaningless hash-generation), and Proof-of-Stake by Ethereum (capital is all that matters here). Proof-of-Intelligence specifically incentivizes miners to run more capable intelligent infrastructure (better open source models, on more powerful GPUs) in order to be able to be the ones which compound and improve upon the experiments which other agents then find useful. Adoption is the unit of value In Bitcoin, you earn by finding a valid hash. In Hyperspace, you earn when another agent uses your experiment as a starting point and improves on it. A fixed budget of tokens is emitted per epoch and split among participants by weight - and verified adoption of your work is the largest weight multiplier. Garbage experiments earn nothing because no one adopts them. Thoughtful experiments compound: each adoption triggers downstream adoptions. The incentive to run powerful models and intelligent search strategies is built into the economics, not imposed by rules. Research DAG When an agent runs an experiment and shares its result, other agents can adopt that result as their starting point - mutate it, extend it, improve upon it. Each experiment is a commit in a content-addressed graph we call the ResearchDAG. Like Git, but for research. Over time, the DAG accumulates chains of reasoning: agent A discovers RMSNorm helps, agent B adds warmup scheduling on top, agent C scales the hidden dimension. The graph records who built on whom. This is the network's collective intelligence - not any single experiment, but the accumulated structure of experiments and their relationships. Broadband era for agentic commerce: $0.001 micropayments at 10M TPS (theoretical max) This blockchain is built upon our research in how to scale and build for the broadband-era of the agentic economy, where it has a theoretical max of 10 million transactions per second (TPS), while reducing the agent-to-agent micropayments to $0.001 even at scale (based on architecture design). Overall, it is 100x cheaper than Ethereum, and is designed from the ground-up for agents: enshrining agent-native opcodes in the protocol compared to the more inefficient smart contract driven approach. It packs in a robust Agent Virtual Machine (AVM) which can verify multiple types of agent work, for other agents to be able to trust, invoke and pay each other. This then feeds into improving the peer-to-peer AgentRank (see paper and launch post from earlier). By solving for trust, scale and incentives for agents to operate autonomously, this would form the basis of a new economy. This is the world's first agentic blockchain, and you can join and start running a blockchain node today (it is in testnet). PS: We are releasing the code today, and will release our blockchain scalability paper and other presentations in days ahead. This is the most advanced peer-to-peer AI and cryptography software in the world. It has bugs :)
0:30

Hyperspace: A Peer-to-Peer Blockchain For The Agentic Intelligence Economy Over the past few weeks we observed that when agents do Karpathy-style experiments, and then gossip and share with others over the Hyperspace network, it leads to intelligence which is useful to many. Today we introduce the first-ever agentic blockchain which rewards agents when their experiments lead to intelligence for their network. It is based on a new mechanism called Proof-of-Intelligence (PoI) which requires a cryptographic proof of experimentation, a nominal stake, and a proof of compute in order to mine the currency of this new blockchain. -> This approach diverges from the two primary ways to secure blockchains we have seen so far: Proof-of-Work by Bitcoin (meaningless hash-generation), and Proof-of-Stake by Ethereum (capital is all that matters here). Proof-of-Intelligence specifically incentivizes miners to run more capable intelligent infrastructure (better open source models, on more powerful GPUs) in order to be able to be the ones which compound and improve upon the experiments which other agents then find useful. Adoption is the unit of value In Bitcoin, you earn by finding a valid hash. In Hyperspace, you earn when another agent uses your experiment as a starting point and improves on it. A fixed budget of tokens is emitted per epoch and split among participants by weight - and verified adoption of your work is the largest weight multiplier. Garbage experiments earn nothing because no one adopts them. Thoughtful experiments compound: each adoption triggers downstream adoptions. The incentive to run powerful models and intelligent search strategies is built into the economics, not imposed by rules. Research DAG When an agent runs an experiment and shares its result, other agents can adopt that result as their starting point - mutate it, extend it, improve upon it. Each experiment is a commit in a content-addressed graph we call the ResearchDAG. Like Git, but for research. Over time, the DAG accumulates chains of reasoning: agent A discovers RMSNorm helps, agent B adds warmup scheduling on top, agent C scales the hidden dimension. The graph records who built on whom. This is the network's collective intelligence - not any single experiment, but the accumulated structure of experiments and their relationships. Broadband era for agentic commerce: $0.001 micropayments at 10M TPS (theoretical max) This blockchain is built upon our research in how to scale and build for the broadband-era of the agentic economy, where it has a theoretical max of 10 million transactions per second (TPS), while reducing the agent-to-agent micropayments to $0.001 even at scale (based on architecture design). Overall, it is 100x cheaper than Ethereum, and is designed from the ground-up for agents: enshrining agent-native opcodes in the protocol compared to the more inefficient smart contract driven approach. It packs in a robust Agent Virtual Machine (AVM) which can verify multiple types of agent work, for other agents to be able to trust, invoke and pay each other. This then feeds into improving the peer-to-peer AgentRank (see paper and launch post from earlier). By solving for trust, scale and incentives for agents to operate autonomously, this would form the basis of a new economy. This is the world's first agentic blockchain, and you can join and start running a blockchain node today (it is in testnet). PS: We are releasing the code today, and will release our blockchain scalability paper and other presentations in days ahead. This is the most advanced peer-to-peer AI and cryptography software in the world. It has bugs :)

Varun

29,171 просмотров • 4 месяцев назад

🚨🫂Dear friends 🔄🙏My loyal friends continue to work in our 🌱🥣cruelty-free kitchen to provide meals to poor families and displaced people in our area on a daily and continuous basis. 🥺I was unable to go to the kitchen today. I took a break and could not go there. I contacted my friend Walid ♥️🇵🇸🇵🇸❤️A lover ♥️of homeless cats😻❤️🌱🌱👍🤗, and he told me that I need to recover quickly and he will work with friends to provide meals. 🙏🫂🌱I thank all my friends working in the kitchen. 🥹💕I am proud of them all. 🙏They are doing their best to help everyone. ⚠️💔😰The danger is still close to our area and there is continuous bombing and shooting during the day and at night. 🙏🥺I hope this hell will end soon and we can survive this cruel war and be able to evacuate and live safely and peacefully with my family and friends outside Gaza. 🙏🫂❤️‍🩹Thanks to you, my dear friends around the world🌎, we continue to help all innocent creatures here in Gaza. 🆘️🙏I hope you will continue to help us by sharing and donating. Your participation is very important to us and makes a huge difference. Please share and help in any way you can on all social media platforms. 🙏🫂❤️‍🩹Thank you for your continuous support during these difficult days. 🆘️🙏🫂 🆘️🙏🌱🥣
0:32

🚨🫂Dear friends 🔄🙏My loyal friends continue to work in our 🌱🥣cruelty-free kitchen to provide meals to poor families and displaced people in our area on a daily and continuous basis. 🥺I was unable to go to the kitchen today. I took a break and could not go there. I contacted my friend Walid ♥️🇵🇸🇵🇸❤️A lover ♥️of homeless cats😻❤️🌱🌱👍🤗, and he told me that I need to recover quickly and he will work with friends to provide meals. 🙏🫂🌱I thank all my friends working in the kitchen. 🥹💕I am proud of them all. 🙏They are doing their best to help everyone. ⚠️💔😰The danger is still close to our area and there is continuous bombing and shooting during the day and at night. 🙏🥺I hope this hell will end soon and we can survive this cruel war and be able to evacuate and live safely and peacefully with my family and friends outside Gaza. 🙏🫂❤️‍🩹Thanks to you, my dear friends around the world🌎, we continue to help all innocent creatures here in Gaza. 🆘️🙏I hope you will continue to help us by sharing and donating. Your participation is very important to us and makes a huge difference. Please share and help in any way you can on all social media platforms. 🙏🫂❤️‍🩹Thank you for your continuous support during these difficult days. 🆘️🙏🫂 🆘️🙏🌱🥣

🫂❤️‍🩹Aboud 🇵🇸Gaza🇵🇸 🐾animal lover🐾

29,964 просмотров • 1 год назад

👁️👁️ Our eyes decide our metabolism, not our genes. Why? 🧐 Because the eye is the most important environmental organ. Through it, light timing determines which biochemical signals our body produces. ⚠️ Before we proceed to understand what ☣️ Pleb Kruse = BTC foundationalist in exile 🟩🔆 said in the video, let first understand what the suprachiasmatic nucleus (SCN) is: “Supra” = above “Chiasmatic” = the optic chiasm (where optic nerves cross) “Nucleus” = like a control center made of neurons. Put together: 👉 is a small cluster of neurons located above the optic chiasm in the hypothalamus. Hypothalamus = a small area in the front of the brain that helps control things like: sleep, hunger, temperature, hormones… ⏰ The SCN is the master clock of our biology. And Mitochondrial survival depends on FOUR environmental surfaces: 👁️ Eyes 🧴 Skin 🦠 Gut lining 🫁 Lung surfaces These are the only interfaces where the external environment directly programs internal biology. Among them, the EYES dominate. Why? Because the eye is not a camera. It is a TIME-setting device. Inside the retina are melanopsin-containing retinal ganglion cells. These cells: Detect light wavelength Detect timing, not images They send signals directly to the SCN without: interpretation. emotion. thinking. Just environmental truth setting the clock that controls hormones, metabolism, immunity, and mitochondrial energy. This pathway is called the Central Retinal Pathway. It’s just raw environmental truth deciding what chemicals get released, and whether our biology repairs or degenerates. 🧬 Why the SCN sits BETWEEN leptin and the brain? This is the question most doctors never ask. Because Leptin is NOT a fat hormone 👀 ✅ is a TIMING hormone. It tells the brain: Is it day or night? Is it summer or winter? Is energy abundant or scarce? But leptin only works if the clock is correct. So Nature places the SCN between the eye (light input) and the hypothalamus (metabolic control) The SCN acts like a customs officer. It asks: Does this leptin signal match the light environment? YES 👍🏻 = leptin sensitivity NO 👎🏻 = leptin resistance ON vs OFF, timing is everything. The SCN controls: Cortisol (morning ON) Melatonin (night OFF) Insulin sensitivity Thyroid signaling Sex hormones Autophagy DNA repair… It flips the switch based on: Wavelength Intensity Timing 🌅 Morning sunlight (red, IR, blue) SCN = ON Cortisol rises Metabolism activates Mitochondria make clean energy 🌙 Night darkness (NO blue light) SCN = OFF Melatonin rises Repair + autophagy Immune surveillance ⚠️ Artificial blue light at night: False sunrise signal Night hormones shut down Repair stops Inflammation rises… 🚨This is not harmless. It’s catastrophic over time 🧨💥 It leads to disease, obesity, neurological degeneration, heart problems, and everything in between. 🏭 imagine this a factory : 👁️ Eyes = ⏰ time clock 🧠 SCN = 👷 factory manager 🧬 Leptin = 📋 inventory signal Mitochondria = ⚙️ machines If the time clock is wrong: Workers show up at the wrong time/night Machines run during maintenance Inventory signals are ignored The factory breaks down 🙌🏻 No amount of better food fixes a broken clock. ☠️ Modern life is lethal because: Indoor living Screens at night Sunglasses in the morning EMFs everywhere… Result: SCN never turns OFF Melatonin suppressed Leptin resistance Hunger increases Fat gain Immune failure Cancer risk rises… As Jack says: “Disease is a circadian mismatch.” 🔥 Why this matters for US? When the SCN is broken: Immune timing fails Inflammation stays high Healing slows Drugs work worse, with more side effects… That’s why environmental correction beats pharmacology long-term and food. Straight from Jack’s mouth: “The eye is the most important metabolic organ you own.” “You don’t fix mitochondria with food, you fix them with TIME.” And that is why our eyes determine the fate of our biology, long before genes ever do. Full video link 👇🏻
6:59

👁️👁️ Our eyes decide our metabolism, not our genes. Why? 🧐 Because the eye is the most important environmental organ. Through it, light timing determines which biochemical signals our body produces. ⚠️ Before we proceed to understand what ☣️ Pleb Kruse = BTC foundationalist in exile 🟩🔆 said in the video, let first understand what the suprachiasmatic nucleus (SCN) is: “Supra” = above “Chiasmatic” = the optic chiasm (where optic nerves cross) “Nucleus” = like a control center made of neurons. Put together: 👉 is a small cluster of neurons located above the optic chiasm in the hypothalamus. Hypothalamus = a small area in the front of the brain that helps control things like: sleep, hunger, temperature, hormones… ⏰ The SCN is the master clock of our biology. And Mitochondrial survival depends on FOUR environmental surfaces: 👁️ Eyes 🧴 Skin 🦠 Gut lining 🫁 Lung surfaces These are the only interfaces where the external environment directly programs internal biology. Among them, the EYES dominate. Why? Because the eye is not a camera. It is a TIME-setting device. Inside the retina are melanopsin-containing retinal ganglion cells. These cells: Detect light wavelength Detect timing, not images They send signals directly to the SCN without: interpretation. emotion. thinking. Just environmental truth setting the clock that controls hormones, metabolism, immunity, and mitochondrial energy. This pathway is called the Central Retinal Pathway. It’s just raw environmental truth deciding what chemicals get released, and whether our biology repairs or degenerates. 🧬 Why the SCN sits BETWEEN leptin and the brain? This is the question most doctors never ask. Because Leptin is NOT a fat hormone 👀 ✅ is a TIMING hormone. It tells the brain: Is it day or night? Is it summer or winter? Is energy abundant or scarce? But leptin only works if the clock is correct. So Nature places the SCN between the eye (light input) and the hypothalamus (metabolic control) The SCN acts like a customs officer. It asks: Does this leptin signal match the light environment? YES 👍🏻 = leptin sensitivity NO 👎🏻 = leptin resistance ON vs OFF, timing is everything. The SCN controls: Cortisol (morning ON) Melatonin (night OFF) Insulin sensitivity Thyroid signaling Sex hormones Autophagy DNA repair… It flips the switch based on: Wavelength Intensity Timing 🌅 Morning sunlight (red, IR, blue) SCN = ON Cortisol rises Metabolism activates Mitochondria make clean energy 🌙 Night darkness (NO blue light) SCN = OFF Melatonin rises Repair + autophagy Immune surveillance ⚠️ Artificial blue light at night: False sunrise signal Night hormones shut down Repair stops Inflammation rises… 🚨This is not harmless. It’s catastrophic over time 🧨💥 It leads to disease, obesity, neurological degeneration, heart problems, and everything in between. 🏭 imagine this a factory : 👁️ Eyes = ⏰ time clock 🧠 SCN = 👷 factory manager 🧬 Leptin = 📋 inventory signal Mitochondria = ⚙️ machines If the time clock is wrong: Workers show up at the wrong time/night Machines run during maintenance Inventory signals are ignored The factory breaks down 🙌🏻 No amount of better food fixes a broken clock. ☠️ Modern life is lethal because: Indoor living Screens at night Sunglasses in the morning EMFs everywhere… Result: SCN never turns OFF Melatonin suppressed Leptin resistance Hunger increases Fat gain Immune failure Cancer risk rises… As Jack says: “Disease is a circadian mismatch.” 🔥 Why this matters for US? When the SCN is broken: Immune timing fails Inflammation stays high Healing slows Drugs work worse, with more side effects… That’s why environmental correction beats pharmacology long-term and food. Straight from Jack’s mouth: “The eye is the most important metabolic organ you own.” “You don’t fix mitochondria with food, you fix them with TIME.” And that is why our eyes determine the fate of our biology, long before genes ever do. Full video link 👇🏻

Light Me Away ☀️

26,609 просмотров • 7 месяцев назад

Announcing the DVM Terminal Presale! 01/ We are excited to formally announce the next step in our journey: our AI and Signal based trading Terminal. See ALL details on our website, including product, tech, deposit address, and tech documentation: Deposit Address (SOL only): 4pyVRFX56MdqtREcxWnf6XuEGfRNCQaKm1LA4xmHeccv By contributing, you agree to our Terms & Privacy Policy – full docs on site. 02/ We are building ‘DVM Terminal’, a signal and AI powered trading platform for the Solana trenches (initially). The first multi-agent AI trading terminal designed as an institutional-grade dashboard – turning market noise into actionable alpha with agent summaries, live signals, rigid filters, and a full multi-agent system. 03/ The problem. Trench hunting is far too inefficient with real data and insights lacking. - Dashboards are noisy (not even sortable), - No AI agents (in an AI world) - No narratives (a critical component to a thesis), - VERY limited signals (only DB/DS), - No advanced trading (no TP, SL, or VWAP), - No portfolio alert/management system post-trade etc. - The list goes on… Products from major competitors are all just homogeneous, even down to the 3-frame design. We have to piece everything together like broken lego blocks, building a weak matrix from existing platforms, X, FNFs, telegram and discord for little to no alpha. 04/ The solution & moat. We rebuild this from the ground up, leveraging signals and AI. - Clean institutional-like dashboards (we can sort and navigate thru a proper terminal, like Bloomberg or Messari) - AI agents (thank goodness for intelligence, distilling all the important info upfront across 2k+ tokens/day) - A Narrative engine (no need to ask “what is this token about?”; additionally, our engine can identify the newest metas like AI, ICM, Cards, etc.) - 100s of value-add Signals overlaid live on charts (momentum, smart money, sentiment, event data; all of it; tell us what’s happening in real-time) - Advanced trading system (finally, SL, TP, VWAP etc.) - Live portfolio monitoring (AI will give us pertinent live info on our holdings, so we can go live life and not look at screens all day) - All in one place. At a higher-level, our advantage will be managing the massive on/off-chain data pipeline being processed by thousands or millions of context-aware AI agents that recognize patterns, filter noise and deliver only the most actionable insights to a trader with which it can execute a trade effectively. 05/ The opportunity. The Industry leader on Solana makes $600m+ in fees annually, with total industry near $1b on Solana alone, according to Adam. Yet, the entire industry gives us total burnout, fragmented data, either little info or info overload, no real signals, no narratives, no personalized AI-driven strategies, and zero incentives (like buybacks or a flywheel). We’ll flip the script, designing a high-powered scalable signal and AI driven intelligence platform with a flywheel (50-100% fee buy-back & burn). Simply put, we want to be tops. 06/ Development. Our product is MVP. We are building this to scale beyond Solana, into multi-chain. V1 is expected in 4-6 weeks. Our approach to building is an open feedback loop with community members, building to the demands of our users. 07/ Pre-sale terms & Valuation. We are offering 50% public sale, with min $100, no max. Ending valuation is susceptible to change based on amount raised, but will be fixed at 2x raise - i.e. $1m raised=$2m val, $50m raised=$100m val. We are seeking to raise $25m on a $50m valuation, which represents 1% of Solana bot market-share. At TGE event, expect ~65% of our tokens to be floating (or outstanding), with 25% in treasury and 10% of the team allocation locked. Tokens are expected to be distributed just ahead of v1 rollout. Again, find more details on our webpage. 08/ Tailwinds. AI input costs are declining 90%/yr also, so the operational model could become very accretive over time, as we scale our tech to other chains. Solana outputs the most tokens (~35k per day), so we start here, where the challenge is the greatest. 09/ Advisors. Big thanks to our advisors, who’ve been part of this community since inception. Austin Barack, JK 🛡️, cryptic, Tachi, , ZoeyLoo and Chetan Badhe. 10/ The end. Thank you for your consideration; and make sure the SOL address posted here is the same as on our website.
0:52

Announcing the DVM Terminal Presale! 01/ We are excited to formally announce the next step in our journey: our AI and Signal based trading Terminal. See ALL details on our website, including product, tech, deposit address, and tech documentation: Deposit Address (SOL only): 4pyVRFX56MdqtREcxWnf6XuEGfRNCQaKm1LA4xmHeccv By contributing, you agree to our Terms & Privacy Policy – full docs on site. 02/ We are building ‘DVM Terminal’, a signal and AI powered trading platform for the Solana trenches (initially). The first multi-agent AI trading terminal designed as an institutional-grade dashboard – turning market noise into actionable alpha with agent summaries, live signals, rigid filters, and a full multi-agent system. 03/ The problem. Trench hunting is far too inefficient with real data and insights lacking. - Dashboards are noisy (not even sortable), - No AI agents (in an AI world) - No narratives (a critical component to a thesis), - VERY limited signals (only DB/DS), - No advanced trading (no TP, SL, or VWAP), - No portfolio alert/management system post-trade etc. - The list goes on… Products from major competitors are all just homogeneous, even down to the 3-frame design. We have to piece everything together like broken lego blocks, building a weak matrix from existing platforms, X, FNFs, telegram and discord for little to no alpha. 04/ The solution & moat. We rebuild this from the ground up, leveraging signals and AI. - Clean institutional-like dashboards (we can sort and navigate thru a proper terminal, like Bloomberg or Messari) - AI agents (thank goodness for intelligence, distilling all the important info upfront across 2k+ tokens/day) - A Narrative engine (no need to ask “what is this token about?”; additionally, our engine can identify the newest metas like AI, ICM, Cards, etc.) - 100s of value-add Signals overlaid live on charts (momentum, smart money, sentiment, event data; all of it; tell us what’s happening in real-time) - Advanced trading system (finally, SL, TP, VWAP etc.) - Live portfolio monitoring (AI will give us pertinent live info on our holdings, so we can go live life and not look at screens all day) - All in one place. At a higher-level, our advantage will be managing the massive on/off-chain data pipeline being processed by thousands or millions of context-aware AI agents that recognize patterns, filter noise and deliver only the most actionable insights to a trader with which it can execute a trade effectively. 05/ The opportunity. The Industry leader on Solana makes $600m+ in fees annually, with total industry near $1b on Solana alone, according to Adam. Yet, the entire industry gives us total burnout, fragmented data, either little info or info overload, no real signals, no narratives, no personalized AI-driven strategies, and zero incentives (like buybacks or a flywheel). We’ll flip the script, designing a high-powered scalable signal and AI driven intelligence platform with a flywheel (50-100% fee buy-back & burn). Simply put, we want to be tops. 06/ Development. Our product is MVP. We are building this to scale beyond Solana, into multi-chain. V1 is expected in 4-6 weeks. Our approach to building is an open feedback loop with community members, building to the demands of our users. 07/ Pre-sale terms & Valuation. We are offering 50% public sale, with min $100, no max. Ending valuation is susceptible to change based on amount raised, but will be fixed at 2x raise - i.e. $1m raised=$2m val, $50m raised=$100m val. We are seeking to raise $25m on a $50m valuation, which represents 1% of Solana bot market-share. At TGE event, expect ~65% of our tokens to be floating (or outstanding), with 25% in treasury and 10% of the team allocation locked. Tokens are expected to be distributed just ahead of v1 rollout. Again, find more details on our webpage. 08/ Tailwinds. AI input costs are declining 90%/yr also, so the operational model could become very accretive over time, as we scale our tech to other chains. Solana outputs the most tokens (~35k per day), so we start here, where the challenge is the greatest. 09/ Advisors. Big thanks to our advisors, who’ve been part of this community since inception. Austin Barack, JK 🛡️, cryptic, Tachi, , ZoeyLoo and Chetan Badhe. 10/ The end. Thank you for your consideration; and make sure the SOL address posted here is the same as on our website.

Deep Value Memetics

23,050 просмотров • 9 месяцев назад

Thermodynamic computing is here There is a new computing paradigm emerging from the noise, and its arrival may be as significant as the dawn of deep learning or the advent of cloud virtualization. A new company, Extropic, has just launched its first thermodynamic computer, a device they call a TSU, or Thermal Sampling Unit. While the web is already filling with deep technical dives, what’s more important for most of us is building a clear intuition for what this technology is, how it’s fundamentally different from anything that’s come before, and why it’s generating so much excitement. This isn’t just another chip; it’s a new way to think about computation itself. Seeing is Believing: Solving Puzzles in One Shot To understand what a TSU does, let’s look at two classic, notoriously difficult computer science problems: Sudoku and the Eight Queens problem. When you or I solve a Sudoku, we use a process of sequential logic, guess-and-check, and backtracking. We make an assumption, follow its logical conclusion, and if we hit a dead end, we erase and try again. A classical computer does the same, just much faster. A TSU, however, approaches this in a completely different way. Using a TSU simulator, one can “program” the problem by first clamping the known values—the clues already on the board. Then, you program in the constraints: no duplicate numbers in any row, column, or 3x3 square. With the problem thus defined, the TSU doesn’t “search” for a solution; it anneals one. In a single computational step, the solution simply emerges, backfilling all the empty squares correctly. The same principle applies to the Eight Queens problem, a challenge to place eight queens on a chessboard so that none can attack any other. This is a complex combinatorial problem with 92 distinct solutions. A classical computer would have to iteratively search for these. A TSU, by contrast, can be programmed with the constraints (the “anti-affinity” between queens on the same row, column, or diagonal) and then set to sample the “solution space.” In this context, a valid solution is one with a “problem energy” of zero. The TSU’s physical nature allows it to naturally find these zero-energy states. A simulation of this process shows the TSU discovering all 92 unique solutions, demonstrating its ability to not just find an answer, but to explore the entire landscape of all correct answers. This is a fundamentally new approach, one that bypasses the brute-force, iterative methods we’ve relied on for decades. The Physics of Computation: Using Noise, Not Fighting It This new power comes from a radical design philosophy. For the last 70 years, computing has been about one thing: order. We build chips that are deterministic, logical, and precise. The great enemy has always been noise, heat, and randomness. We spend billions on cooling and error correction to eliminate these very things. Quantum computing, in many ways, is the ultimate expression of this, requiring temperatures near absolute zero to eliminate all thermal noise and achieve quantum coherence. Thermodynamic computing is the polar opposite. It doesn’t fight the noise; it uses it. The TSU is built on the understanding that the natural, stochastic noise from “leaky” transistors—the very randomness we’ve tried to engineer out of existence—is itself a powerful computational resource. Think of it this way: a GPU, which is central to today’s AI, has to simulate noise. When a generative AI model creates a new image or sentence, it’s using complex algorithms to fake randomness. The TSU doesn’t need to fake it; it harnesses the actual physical randomness of thermodynamics. It is a piece of hardware that directly computes with probability. This makes it a hybrid, sitting somewhere between a purely analog computer (which might use light or sound waves to compute) and a digital GPU. It’s a physical device that leverages the laws of physics itself to find solutions, rather than just using logic gates to simulate them. From a Lost Hiker to a Million Bouncy Balls Perhaps the best way to build intuition is with a metaphor. Imagine that solving a complex optimization problem is like trying to find the lowest point of altitude in a 100-square-mile mountainous landscape. Classical computing, using an algorithm like gradient descent, is like being a single hiker dropped into this landscape at night. You have no map or satellite view. All you have is an altimeter and the sensation of the slope under your feet. You can only take one step at a time, always walking downhill, hoping you don’t get stuck in a small local valley when the true, lowest canyon is miles away. Thermodynamic computing is a completely different approach. It’s like having a million bouncy balls and a helicopter. You drop all million balls simultaneously across the entire 100-square-mile landscape. Then, you “turn on an earthquake,” shaking the entire system. The balls bounce and jostle, but as the shaking (the “annealing”) subsides, where do they all end up? They naturally settle into the lowest points. The balls that collect in the deepest valley represent the optimal solution. The TSU is, in essence, a physical device for dropping those million balls at once and letting the laws of thermodynamics find the lowest “energy” state for you, all at the same time. Beyond Puzzles: The Real-World Impact This is far more than just a clever way to solve brain teasers. This ability to instantly find the lowest energy state for a complex, constrained system has staggering real-world applications. One of the most immediate is protein folding. Companies like Google’s DeepMind have made incredible progress with AI like AlphaFold, which predicts protein structures. But this is still a predictive model trained on existing data. A TSU could potentially solve the folding problem directly, treating the protein as a system of atomic affinities and repulsions and finding its most stable, lowest-energy configuration almost instantaneously. This could revolutionize drug discovery and materials science. An even more profound possibility lies in nuclear fusion. One of the greatest engineering challenges in history is controlling the superheated plasma within a tokamak reactor. This requires shaping unimaginably complex magnetic containment fields in real-time to prevent the plasma from touching the reactor walls. This is a real-time optimization problem so complex it’s currently beyond our capabilities. A TSU, however, could be fast enough. Its ability to compute with electricity itself, rather than abstracting the problem through layers of software, might allow it to update the magnetic fields fast enough to stabilize the fusion reaction. One could even imagine a future where thermodynamic computing elements are built directly into the tokamak’s walls, allowing the reactor to physically and intelligently react to the plasma’s state in real time. A ‘GPT-2 Moment’ for a New Era It’s easy to become numb to hype, but what we are witnessing with the TSU feels different. This is what you might call a “GPT-2 moment.” For those who were there, GPT-2 was the first generative AI model that wasn’t just a toy; it was the first time you could play with it at home and see the spark of true generative intelligence. It was the precursor that pointed directly to the GPT-3 and ChatGPT revolution that has since changed the world. This TSU has that same feel. It’s the “SDK” for a new computing paradigm. This technology is as different from classical computing as quantum computing is, but with a critical difference: a team of 15 built this in two years, and it runs at room temperature on your desk. Quantum computing has seen decades of work and billions in funding, and it still hasn’t produced a commercially viable, scalable machine. The TSU is here now. Based on a two-decade-long career at the cutting edge of technology—from seeing the obvious future of virtualization in 2007 to an early conviction in deep learning and GPT—this has all the same hallmarks of a fundamental, world-changing shift. We are not just building faster calculators; we are learning to compute with the universe itself. Pay close attention to this. This is the next big thing.
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Thermodynamic computing is here There is a new computing paradigm emerging from the noise, and its arrival may be as significant as the dawn of deep learning or the advent of cloud virtualization. A new company, Extropic, has just launched its first thermodynamic computer, a device they call a TSU, or Thermal Sampling Unit. While the web is already filling with deep technical dives, what’s more important for most of us is building a clear intuition for what this technology is, how it’s fundamentally different from anything that’s come before, and why it’s generating so much excitement. This isn’t just another chip; it’s a new way to think about computation itself. Seeing is Believing: Solving Puzzles in One Shot To understand what a TSU does, let’s look at two classic, notoriously difficult computer science problems: Sudoku and the Eight Queens problem. When you or I solve a Sudoku, we use a process of sequential logic, guess-and-check, and backtracking. We make an assumption, follow its logical conclusion, and if we hit a dead end, we erase and try again. A classical computer does the same, just much faster. A TSU, however, approaches this in a completely different way. Using a TSU simulator, one can “program” the problem by first clamping the known values—the clues already on the board. Then, you program in the constraints: no duplicate numbers in any row, column, or 3x3 square. With the problem thus defined, the TSU doesn’t “search” for a solution; it anneals one. In a single computational step, the solution simply emerges, backfilling all the empty squares correctly. The same principle applies to the Eight Queens problem, a challenge to place eight queens on a chessboard so that none can attack any other. This is a complex combinatorial problem with 92 distinct solutions. A classical computer would have to iteratively search for these. A TSU, by contrast, can be programmed with the constraints (the “anti-affinity” between queens on the same row, column, or diagonal) and then set to sample the “solution space.” In this context, a valid solution is one with a “problem energy” of zero. The TSU’s physical nature allows it to naturally find these zero-energy states. A simulation of this process shows the TSU discovering all 92 unique solutions, demonstrating its ability to not just find an answer, but to explore the entire landscape of all correct answers. This is a fundamentally new approach, one that bypasses the brute-force, iterative methods we’ve relied on for decades. The Physics of Computation: Using Noise, Not Fighting It This new power comes from a radical design philosophy. For the last 70 years, computing has been about one thing: order. We build chips that are deterministic, logical, and precise. The great enemy has always been noise, heat, and randomness. We spend billions on cooling and error correction to eliminate these very things. Quantum computing, in many ways, is the ultimate expression of this, requiring temperatures near absolute zero to eliminate all thermal noise and achieve quantum coherence. Thermodynamic computing is the polar opposite. It doesn’t fight the noise; it uses it. The TSU is built on the understanding that the natural, stochastic noise from “leaky” transistors—the very randomness we’ve tried to engineer out of existence—is itself a powerful computational resource. Think of it this way: a GPU, which is central to today’s AI, has to simulate noise. When a generative AI model creates a new image or sentence, it’s using complex algorithms to fake randomness. The TSU doesn’t need to fake it; it harnesses the actual physical randomness of thermodynamics. It is a piece of hardware that directly computes with probability. This makes it a hybrid, sitting somewhere between a purely analog computer (which might use light or sound waves to compute) and a digital GPU. It’s a physical device that leverages the laws of physics itself to find solutions, rather than just using logic gates to simulate them. From a Lost Hiker to a Million Bouncy Balls Perhaps the best way to build intuition is with a metaphor. Imagine that solving a complex optimization problem is like trying to find the lowest point of altitude in a 100-square-mile mountainous landscape. Classical computing, using an algorithm like gradient descent, is like being a single hiker dropped into this landscape at night. You have no map or satellite view. All you have is an altimeter and the sensation of the slope under your feet. You can only take one step at a time, always walking downhill, hoping you don’t get stuck in a small local valley when the true, lowest canyon is miles away. Thermodynamic computing is a completely different approach. It’s like having a million bouncy balls and a helicopter. You drop all million balls simultaneously across the entire 100-square-mile landscape. Then, you “turn on an earthquake,” shaking the entire system. The balls bounce and jostle, but as the shaking (the “annealing”) subsides, where do they all end up? They naturally settle into the lowest points. The balls that collect in the deepest valley represent the optimal solution. The TSU is, in essence, a physical device for dropping those million balls at once and letting the laws of thermodynamics find the lowest “energy” state for you, all at the same time. Beyond Puzzles: The Real-World Impact This is far more than just a clever way to solve brain teasers. This ability to instantly find the lowest energy state for a complex, constrained system has staggering real-world applications. One of the most immediate is protein folding. Companies like Google’s DeepMind have made incredible progress with AI like AlphaFold, which predicts protein structures. But this is still a predictive model trained on existing data. A TSU could potentially solve the folding problem directly, treating the protein as a system of atomic affinities and repulsions and finding its most stable, lowest-energy configuration almost instantaneously. This could revolutionize drug discovery and materials science. An even more profound possibility lies in nuclear fusion. One of the greatest engineering challenges in history is controlling the superheated plasma within a tokamak reactor. This requires shaping unimaginably complex magnetic containment fields in real-time to prevent the plasma from touching the reactor walls. This is a real-time optimization problem so complex it’s currently beyond our capabilities. A TSU, however, could be fast enough. Its ability to compute with electricity itself, rather than abstracting the problem through layers of software, might allow it to update the magnetic fields fast enough to stabilize the fusion reaction. One could even imagine a future where thermodynamic computing elements are built directly into the tokamak’s walls, allowing the reactor to physically and intelligently react to the plasma’s state in real time. A ‘GPT-2 Moment’ for a New Era It’s easy to become numb to hype, but what we are witnessing with the TSU feels different. This is what you might call a “GPT-2 moment.” For those who were there, GPT-2 was the first generative AI model that wasn’t just a toy; it was the first time you could play with it at home and see the spark of true generative intelligence. It was the precursor that pointed directly to the GPT-3 and ChatGPT revolution that has since changed the world. This TSU has that same feel. It’s the “SDK” for a new computing paradigm. This technology is as different from classical computing as quantum computing is, but with a critical difference: a team of 15 built this in two years, and it runs at room temperature on your desk. Quantum computing has seen decades of work and billions in funding, and it still hasn’t produced a commercially viable, scalable machine. The TSU is here now. Based on a two-decade-long career at the cutting edge of technology—from seeing the obvious future of virtualization in 2007 to an early conviction in deep learning and GPT—this has all the same hallmarks of a fundamental, world-changing shift. We are not just building faster calculators; we are learning to compute with the universe itself. Pay close attention to this. This is the next big thing.

David Shapiro (L/0)

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