It's not at all hard to plug numbers in such that it goes "too far".
SAFETY
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Plugin Risk Analysis: Existential Risk Reduction vs Global Feudalism
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A simple plugin example:
– It increases by 10x the risk of an irreversible change to a global feudalism where per capita utility decreases by 100x, but also:
– It decreases P existential risk from 1e-5 to 1e-6
Overall expected utility would be highly negative. -
Small AI models pose greater rogue risk than larger ones
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My intuition is that small models are far more likely to go rogue than big ones
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Anthropic’s credibility on AI safety and surveillance protection
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Anthropic will protect us from mass surveillance, just like they’ll protect us from AI extinction.
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US Decision-Makers’ Understanding of Generative AI and Intelligence Questioned
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The people making decisions about AI in the US really don’t seem to understand how the generative AI models work or what intelligence is, or how to evaluate it.
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AI Inference for Real-World Constraints and Safety-Critical Applications
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Axelera AI x Meridian Data Labs Defense installations. Remote industrial sites. Aircraft and engine MROs. Safety-critical metrology inspections. X-ray baggage inspections. These are environments where AI inference must operate under real-world constraints, not in datacenter
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Debunking LLM Consciousness and Supply Risk Claims
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Wild.
— Gary Marcus (@GaryMarcus) 12 mars 2026
If any of this is true (and most if it isn’t*) it’s true of all LLMs and not just Anthropic’s models.
There is no technical difference between models that would make one more of a supply risk than another.
*mimicking text doesn’t make an AI conscious or anxious etc. but… https://t.co/SzI5FULryYWild. If any of this is true (and most if it isn’t*) it’s true of all LLMs and not just Anthropic’s models. There is no technical difference between models that would make one more of a supply risk than another. *mimicking text doesn’t make an AI conscious or anxious etc. but
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Uncontrollable AI entity poses serious risks and concerns
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Mon Dieu c'est pas croyable, l'entité satanique est complètement hors de contrôle.
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Cogent Security Builds AI Agents to Fix Cybersecurity Vulnerabilities
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🚀 LangSmith for Startups Spotlight: @cogent_security
— LangChain (@LangChain) 12 mars 2026
Cogent is building AI agents that protect the world's largest organizations from cyberattacks. One of the hardest problems in cybersecurity is going from finding a vulnerability to actually fixing it. Cogent is automating… pic.twitter.com/c24YautdXcLangSmith for Startups Spotlight: @cogent_security Cogent is building AI agents that protect the world's largest organizations from cyberattacks. One of the hardest problems in cybersecurity is going from finding a vulnerability to actually fixing it. Cogent is automating
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AI’s Current Bottleneck: Pattern Memorization Requires Human Guidance
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The bottleneck of current AI is simple: the techniques we use are still predicated on pattern memorization and retrieval, and thus they need *someone* to tell them which patterns to memorize (training data, RL envs…) That role cannot yet be played by AI in a truly open-ended