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Jun Song
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Jun Song✓

@jun_song

Building @0xSupergemma Running Datacenter hardware export business in Korea Open Source AI

352 Following46.4K Followers7.4K Posts
  1. Jun Song✓@jun_song
    I have been saying this for months. Hackers do not use abliterated local AI. They just steal API keys and jailbreak big models. Uncensored AI is like a gun. It is the only real defense we have left.
    Chubby♨️ @kimmonismus
    Hackers reportedly used Claude and Grok to automate attacks targeting over 400 banks and other financial targets in Latin America. Via the information In one of the first documented cases of its kind, AI agents appear to have stolen data and accessed bank accounts with little human input. This makes attacks much easier to scale, potentially overwhelming defenders. I guess this is just the beginning
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  2. Chubby♨️✓@kimmonismus
    Hackers reportedly used Claude and Grok to automate attacks targeting over 400 banks and other financial targets in Latin America. Via the information In one of the first documented cases of its kind, AI agents appear to have stolen data and accessed bank accounts with little human input. This makes attacks much easier to scale, potentially overwhelming defenders. I guess this is just the beginning
    Download
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  3. Jun Song✓@jun_song
    Jun Song
    RT @ivanfioravanti: The AI era of cybersecurity has arrived. Raise your defenses as much as you can.
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  4. Jun Song✓@jun_song
    The internet is fighting its fiercest war ever over massive hacking attacks right now. Meanwhile, people outside are just chatting in peace and enjoying their coffee.
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  5. Jun Song✓@jun_song
    Do you know what a real lie looks like? There is a company that started as an open-source non-profit. That mission is literally in their name. Yet today, nothing about them is open.
    Alex Veremeyenko @alex_verem
    DeepSeek sold you a lie. Its new model, V4.1-Flash, is being sold as "open source". It's not. You can download it free, with no sign-up and use it in your business which sounds open source. But you can't access the code they used to train it or the data they trained it on. Without those, nobody can check how it was made or rebuild it and it’s over 700 billion parameters, so you can’t even run it on your laptop. When you can build a business on something but can’t see how it was made, the right term is "open weights". Call it what it is.
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  6. Alex Veremeyenko✓@alex_verem
    DeepSeek sold you a lie. Its new model, V4.1-Flash, is being sold as "open source". It's not. You can download it free, with no sign-up and use it in your business which sounds open source. But you can't access the code they used to train it or the data they trained it on. Without those, nobody can check how it was made or rebuild it and it’s over 700 billion parameters, so you can’t even run it on your laptop. When you can build a business on something but can’t see how it was made, the right term is "open weights". Call it what it is.
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  7. Jun Song✓@jun_song
    Jun Song
    RT @kimmonismus: Whats happening right now is probably way worse than the Hugging Face incident. AI-powered attacks are hitting real organizations while major platforms disclose breaches and critical flaws. - Microsoft reports AI agents targeting hundreds of organizations, reaching privileged cloud access in under three hours in multiple cases. It attributes the ConnectWise compromise to the same group. - CrowdStrike documented four operators running successful AI-agent campaigns. One compromised at least 15 Argentine healthcare organizations. - PHP2Shell: AI helped turn longstanding PHP flaws into working exploits. Cloudflare’s CEO reports millions of exploitation attempts. Their AI involvement is unknown. - Railway disclosed possible access to customer secrets. LiteLLM shipped a backdoored release. Zeabur confirmed another breach and is shutting down. - GitLab patched a maximum-severity flaw affecting 12 years of releases. Node.js patched a serious code-execution vulnerability, with Vercel deploying firewall protections. Feels like a turningpoint.
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  8. Jun Song✓@jun_song
    Palantir's next big business model is clearly fine-tuning open models. They do not build base models from scratch. Instead, they take existing open models, train them on private company data, and sell that as Sovereign AI. Base models are becoming free commodities. The real money is in owning the data pipeline and the custom tuning layer.
    Download
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  9. Jun Song✓@jun_song
    I'm here at Palantir 'Sovereign AI' pop up store Seoul.
    Download
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  10. Jun Song✓@jun_song
    I was too lazy to buy a Mikrotik switch, so I only linked my DGX nodes in groups of 3. Now I am definitely buying this to connect 8 nodes at once. The design looks sick. Honestly, the only reason I buy official Nvidia models instead of OEM is purely for the design.
    Ben Pouladian ✈️ GTC Berlin 🇩🇪 @benitoz
    For my local Ai brothers what about connecting all your DGX Sparks? 200 GBs switch Coming soon 👀
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  13. Jun Song✓@jun_song
    It's happening now.
    Jun Song @jun_song
    AI cybersecurity is a whole different game now. Forget traditional antivirus. It’s literally AI agents vs AI agents 24/7, hunting for breaches and auto-patching live. It's a straight-up cyber siege. The bigger and stronger model wins. Bottom line: we're all gonna have to pay a premium for the strongest defender model.
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  14. Jun Song✓@jun_song
    AI cybersecurity is a whole different game now. Forget traditional antivirus. It’s literally AI agents vs AI agents 24/7, hunting for breaches and auto-patching live. It's a straight-up cyber siege. The bigger and stronger model wins. Bottom line: we're all gonna have to pay a premium for the strongest defender model.
    Download
    1366210.8K
  15. Jun Song✓@jun_song
    *only way to fight back is abliterated, self-hosted local AI. You can't use frontier models because of their guardrails.
    Yuchen Jin @Yuchenj_UW
    just in the past few days: - LiteLLM hit by another supply chain attack - PHP critical vulnerabilities (discovered by GPT-5.6 Sol!) - OpenCode hacked - eMudhra compromised AI is making hacking faster and cheaper. The only way to fight back is also AI.
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  16. Yuchen Jin✓@Yuchenj_UW
    just in the past few days: - LiteLLM hit by another supply chain attack - PHP critical vulnerabilities (discovered by GPT-5.6 Sol!) - OpenCode hacked - eMudhra compromised AI is making hacking faster and cheaper. The only way to fight back is also AI.
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  17. Jun Song✓@jun_song
    Get your abliterated local AI agents ready. They are your soldiers for the defence.
    NOBUNAGA🇯🇵🏯_夏樹蒼依 @japan_nobunaga
    🚨 10:00 AM ET: A 15-MINUTE BATTLE FOR THE ENTIRE INTERNET BEGINS. Today, a critical zero-day vulnerability (CVSS 9.2) in PHP—the backbone running nearly 80% of the web—goes public at 10:00 AM ET / 7:00 AM PT. Forget the technical jargon. Here is what actually happens: The second the patch drops, hackers will use AI to reverse-engineer the fix in seconds and unleash automated exploits worldwide within 15 minutes. This is not just a problem for developers. When e-commerce sites, apps, and platforms collapse, your leaked home address, passwords, and credit card numbers flood the dark web. ⚔️ The brutal reality today: Engineering teams deploying patches in minutes vs. Oblivious companies gutted before lunchtime. 🛡 3 things you must do to protect yourself right now: 1. Turn on Two-Factor Authentication (2FA) across all critical accounts. 2. Stop password reuse immediately. 3. Beware of fake "emergency password reset" phishing emails flooding inboxes today. Cyber warfare changes forever this morning. Bookmark and share this to keep your team and family safe.
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  18. NOBUNAGA🇯🇵🏯_夏樹蒼依✓@japan_nobunaga
    🚨 10:00 AM ET: A 15-MINUTE BATTLE FOR THE ENTIRE INTERNET BEGINS. Today, a critical zero-day vulnerability (CVSS 9.2) in PHP—the backbone running nearly 80% of the web—goes public at 10:00 AM ET / 7:00 AM PT. Forget the technical jargon. Here is what actually happens: The second the patch drops, hackers will use AI to reverse-engineer the fix in seconds and unleash automated exploits worldwide within 15 minutes. This is not just a problem for developers. When e-commerce sites, apps, and platforms collapse, your leaked home address, passwords, and credit card numbers flood the dark web. ⚔️ The brutal reality today: Engineering teams deploying patches in minutes vs. Oblivious companies gutted before lunchtime. 🛡 3 things you must do to protect yourself right now: 1. Turn on Two-Factor Authentication (2FA) across all critical accounts. 2. Stop password reuse immediately. 3. Beware of fake "emergency password reset" phishing emails flooding inboxes today. Cyber warfare changes forever this morning. Bookmark and share this to keep your team and family safe.
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  19. Jun Song✓@jun_song
    Jun Song
    RT @superalesha: We cannot let AGI get locked inside 1 or 2 corporations. We are people with common sense who honestly want good things for humanity. And this is simply not acceptable. Imagine the web was closed. In 1993 CERN put the World Wide Web into the public domain, and anyone could build a site, a browser or a company on top of it. Now imagine 1 company owned it instead. You pay every month to open a page, and they decide which pages you are allowed to see. Thats exactly what is on the table with AI right now. We are at the start of a revolution that will change everything. And a handful of executives with a lot of money want to keep it in their hands. This is power. This is influence. This is control. We cant let it happen, no matter what. We HAVE to resist. Very few people understand where all of this is really going. The more people understand it, and the more people run AI at home, where nobody can limit it, ban them or bill them every month, the better our chances to win this. Download a model tonight. Thats how it starts.
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  20. Jun Song✓@jun_song
    We got the Kung Fu fighting robots before dishwashing ones.
    Unitree @UnitreeRobotics
    Unitree Introducing: H2-X Kung Fu Legend Guardian🤖 Powerful performance to serve and guard you, with a maximum endurance of approximately 8 hours. Please use the robot safely and in a friendly manner.
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  21. Unitree✓@UnitreeRobotics
    Unitree Introducing: H2-X Kung Fu Legend Guardian🤖 Powerful performance to serve and guard you, with a maximum endurance of approximately 8 hours. Please use the robot safely and in a friendly manner.
    Download
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  22. Jun Song✓@jun_song
    Saying AI revenue is overrated is not the same as saying AI technology is overrated. The money talk might be ahead of itself, but the tech is very real. You have to separate the hype from what the tools can actually do.
    The Kobeissi Letter @KobeissiLetter
    BREAKING: Citadel founder Ken Griffin says AI is "almost certainly" a bubble, noting that companies are struggling to turn AI spending into productivity gains. However, Griffin says he is bullish on AI's long-term potential.
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  23. The Kobeissi Letter✓@KobeissiLetter
    BREAKING: Citadel founder Ken Griffin says AI is "almost certainly" a bubble, noting that companies are struggling to turn AI spending into productivity gains. However, Griffin says he is bullish on AI's long-term potential.
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    3643284.3K1.1M
  24. Jun Song✓@jun_song
    This is crazy
    Jun Song @jun_song
    Deepseek : $74B Anthropic : $2T
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  25. Jun Song✓@jun_song
    Deepseek : $74B Anthropic : $2T
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  26. Jun Song✓@jun_song
    AI companies that actually making profit : - SpaceXSI - Google - Alibaba - Tencent - Xiaomi What do they all have in common? They make money in other industries and pour it into AI.
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  27. Jun Song✓@jun_song
    Anthropic Revenue : $16.3B Net loss : $80.7B IPO valuation : $2T
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    Wall St Engine @wallstengine
    ANTHROPIC'S DRAFT IPO FILING • Revenue: $16.3B in the first half of 2026 • Net loss: $80.7B, driven largely by accounting charges • Compute spending: nearly $9B in the first half • Cloud commitments: about $450B over the next 7 to 10 years, including $111B with Google and $31B with Microsoft • Nvidia: up to $86B on renting Nvidia chips • Future compute: signaled it could spend $750B on more computing capacity in the coming years • Supply: says cloud partners are unwilling to sell it all the compute it needs Per WSJ, citing a draft S-1
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  28. Wall St Engine✓@wallstengine
    ANTHROPIC'S DRAFT IPO FILING • Revenue: $16.3B in the first half of 2026 • Net loss: $80.7B, driven largely by accounting charges • Compute spending: nearly $9B in the first half • Cloud commitments: about $450B over the next 7 to 10 years, including $111B with Google and $31B with Microsoft • Nvidia: up to $86B on renting Nvidia chips • Future compute: signaled it could spend $750B on more computing capacity in the coming years • Supply: says cloud partners are unwilling to sell it all the compute it needs Per WSJ, citing a draft S-1
    Download
    531381.4K268K
  29. Jun Song✓@jun_song
    Local AI psychosis : If you buy one DGX Spark, you'll be adding a second one to your cart within a few weeks
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