In the AI era, this is true: "Ask, and it shall be given you; seek, and ye shall find; knock, and it shall be opened unto you."
AGI
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LLM Sandbox Unlocks General Agentic Intelligence Without Code
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"LLM-in-Sandbox Elicits General Agentic Intelligence" This paper shows that giving an LLM a virtual computer it can browse, write files, and run code, instead of only generating text, can unlock general agent behavior and increase performance across non-code domains WITHOUT
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What if intelligence needs no attention? Grassmann flows answer
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The philosophical shift is profound: Before: "How do we make attention cheaper/faster?" Now: "What if we don't need attention at all?" The real question: What's the minimal geometric structure needed for intelligence? Attention is ONE answer. Grassmann flows prove it's not
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Anthropic CEO ranks CCP, democracies, AI companies as threats
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The CEO of Anthropic just called AI companies a civilizational threat. His own industry. Dario ranks who he’s worried about. CCP first. Democratic governments second (he’s scared the tools we build to fight authoritarians get turned inward). Third: AI companies. He ranks
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K2.5 Agent Swarm Creates New Language for Deep Sea Species
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K2.5 Agent Swarm designed an entirely new language in just 38 minutes for an intelligent species that lives in the deep sea and communicates by emitting light through its skin.
— 机器之心 JIQIZHIXIN (@jiqizhixin) 27 janvier 2026
(The video is sped up 20×.) https://t.co/MNlgtB4fAD pic.twitter.com/76HtUFdGp5K2.5 Agent Swarm designed an entirely new language in just 38 minutes for an intelligent species that lives in the deep sea and communicates by emitting light through its skin. (The video is sped up 20×.)
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AI Agents Evolution: From 185 Steps to Thousands of Reliable Actions
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185 steps of letting your agent do web browsing tasks for you is cool. We're already working on things that will be equivalent to thousands of steps (with reliability, not just vibes). Stay tuned!
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Dario Amodei predicts powerful AI with millions of genius instances by 2027
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Dario Amodei explicitly argues there is “a strong chance” that “powerful AI”, smarter than Nobel laureates across domains and able to operate as a “country of geniuses in a datacenter” with millions of instances, arrives within the next few years, possibly as soon as 2027. He
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AI Adolescence: National Security, Economy and Democracy Risks
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The Adolescence of Technology: an essay on the risks posed by powerful AI to national security, economies and democracy—and how we can defend against them:
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Machines of Loving Grace: AI potential when implemented correctly
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It's a companion to Machines of Loving Grace, an essay I wrote over a year ago, which focused on what powerful AI could achieve if we get it right:
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Is Yann LeCun wrong about LLMs and AGI?
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Is Yann LeCun wrong? And what is the path to AGI? Everyone is talking about Yann LeCun, his return to France, and the fact that he criticizes LLMs. But do you really know what he advocates technically? And above all: is he wrong or right?