New video out!! If you’ve been hearing “harness engineering”, this one is for you! And it’s not “just” a new term. "Harnesses" matter more than ever because agents got good enough to be both useful and dangerous. They now can do more than generating text, or token. Useful
AGI
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AGI Release Named ‘Spud’ Criticized
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imagine releasing agi and calling it 'spud' x.com/theinformation…
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Evolution Solves Hierarchical Learning Where Classical RL Fails
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Evolution figured out how to get learning to produce hierarchical models for perception and planning.
It had to find a solution to the collapse problem. What you describe is "classical" reinforcement learning. We know that's way too inefficient. -
Could a Master Algorithm Replace LLM-Based Intelligence?
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I still think that there might very well be a relatively concise master algorithm, rather than intelligence being the long tail of next token prediction. Perhaps the LLM can vibe code its successor?
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Explaining Why Sora is Not a Proper World Model
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Search my tweets (or better yet my substack) w sora and world models for endless explanations for why Sora was NOT a proper world model.
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Nvidia CEO Jensen Huang Claims AGI Has Been Achieved
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Nvidia’s Jensen Huang Says He Thinks ‘We’ve Achieved AGI’ https://
youtu.be/O4MskTSfYvI?si
=DRfqCZct0ToAlMML
… via @YouTube #AGI #artificialintelligence #AI @PawlowskiMario @chidambara09 @Ym78200 @CurieuxExplorer @efipm @bigfundu @sayedflah @Ronald_vanLoon @cyngn @belindabeibi @odisseiaalfa -
Commentary on AI-generated text content
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Please read up on history and Muslim rule in Europe from 711 to 1492 that spanned 781 years or almost a millenium
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Zhang et al. Introduce Hyperagents: Advanced AI Agent Architecture
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Hyperagents Zhang et al.: https://
arxiv.org/abs/2603.19461 #ArtificialIntelligence #AIAgents