You always think you're safe until your job becomes a benchmark.
AGI
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Progressive Tool Disclosure for AI Agents and MCP Optimization
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Progressive tool disclosure should be done by the agent, not as an MCP server tool. One of the challenges with MCPs is when too many tools are enabled, the context window is quickly filled. Instead of providing the agent with all the tool descriptions, progressive tool
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World Models as the Path to Achieving AGI
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Why World Models are the way to AGI. https://t.co/fK24ewZdjE
— Robert Scoble (@Scobleizer) 17 décembre 2025Why World Models are the way to AGI.
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GPT-5 Solves Open Math Problem in Enumerative Geometry
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GPT-5 for solving an open math problem — a "small but novel contribution to enumerative geometry":
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General Intelligence Emerges from Adaptation to Novel Situations
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What's remarkable is that general intelligence emerges evolutionarily from the simple goal "you need to survive/succeed through a series of ever-novel, often adversarial situations" General intelligence is a situated process of efficient adaptation to novelty
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Universal Intelligence and Scientific Understanding of Natural Laws
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Because our universe follows stable laws, a sufficiently general intelligent system adapted to it, like human-driven science, can eventually model any phenomenon within it. Human intelligence may not be "universal" in the mathematical sense (see No Free Lunch theorem), but we
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Next year robots from stupid to smart, humanoid path obvious
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Totally. Next year robots will go from fairly stupid to fairly smart. And it will be obvious to everyone how we will get to generalized humanoid robots.
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AGI Race is a Misnomer: Multiple Forms Over Zero-Sum Competition
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Got to talk about one of my most contrarian takes with @PeterDiamandis
: I think the AGI "race" is a huge misnomer. There won't be one single AGI, but infinite variations and styles and forms. And that's way more exciting than a zero-sum race. -
Competing Claims on Paths to General Intelligence
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everyone argues that their patch of grass is necessary and sufficient for general intelligence
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Gemini 3 Flash establishes new ARC-AGI-2 efficiency frontier
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Gemini 3 Flash across different test-time compute levels (green line below) represents a new score/cost Pareto frontier on ARC-AGI-2. Congrats to @demishassabis and @sundarpichai on the launch!