More evidence that world models can be learned from video alone (and a small amount of video at that): https://
arxiv.org/pdf/2509.24527
AGI
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World Models Learned from Video: New Evidence and Implications
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Constraints Drive Progress: AI’s Current Technical Bottlenecks
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Part of why “wall/no wall” is not a useful distinction. Walls block progress, but they also concentrate effort in ways that can result in rapid improvement. See also progress on hallucinations. Current reverse salients: continual learning, pro-activity, effective memory…
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AI’s Jagged Frontier: Math Planning as Reverse Salients
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It turns out that the AI jagged frontier worked as a reverse salient, a term from the history of science for a technology or process that holds back the whole system & thus a focus of development. Math & planning were reverse salients, so they have seen the most improvement.
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Dyson Spheres: Beyond Reasoning Toward Advanced Technology
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We're not going to reason our way to Dyson spheres. Excited for you and all the best to the team!
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Advanced AI Agents Benchmark Performance Comparison
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Terminal-Bench is challenging even for the most advanced agents: • OpenAI's Codex (gpt-5-codex): 42.8% verified score • Anthropic’s Claude Code (claude-sonnet-4-5): 50.0% per their release announcement • Leaderboard:
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Designing Safe Agentic Loops: Implementation Guide
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Here's my expanded explanation of what it means to design an agentic loop, how to do it safely (while running in YOLO mode!) and the kinds of interesting problems this approach can be used to tackle
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Humans maintain slight lead in competition
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Phew! Humans slightly ahead (but not for long!) https://t.co/nZdMXHBkQK
— Ken Goldberg (@Ken_Goldberg) 30 septembre 2025Phew! Humans slightly ahead (but not for long!)
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AGI integration into daily workflows happens gradually
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AGI won’t arrive with a boom. It’ll slip quietly into our workflows—answering emails, writing code, teaching kids—until one day we look up and realize: the smartest mind on Earth isn’t human anymore."
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Everything Will Be Automated Within Six Months
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6 more month prime everything will be automated in 6 months tops