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Policy2026-08-11 · source-backed
Import AI 468 leads with "How Should the US Prepare for Increasingly Automated AI R&D?", spanning transparency into automated R&D, state capacity building, risk management, verification technology, resilience investment, extending US leadership, and international cooperation. It's the first substantive attempt to translate recursive self-improvement from thought experiment into legislative-grade recommendations, and it landed the same week Ouroboros demonstrated the artifact. The convergence of framework and working system in one news cycle is the story.
Each link below shares sources, entities, or timing with this story.
The RSI debate has been vibes and timelines for two years. This week a frontier lab published an actual measurement from inside its own walls. The Anthropic Institute reported an 8x increase in lines of code merged into its codebase in 2026 versus the 2021–2024 baseline. The t...
Import AI 466 pairs two results: Anthropic showed Opus 4.7 completing a robot task in 9 minutes against 181 minutes with earlier technology, and Sunday Robotics' ACT-2 hit 99.1% ±0.3% success across 785 autonomous laundry-folding attempts spanning 9 garment types in homes it h...
(Jack Clark) — Three essential threads: (1) MIT paper on "Some Simple Economics of AGI" modeling the transition via automation cost vs. verification cost curves, warning of a "hollow economy" of counterfeit utility; (2) AI Gamestore benchmark where frontier models achieve <30%...
Three standout papers from Jack Clark's latest: (1) "Some Simple Economics of AGI" (MIT/WashU/UCLA) models a future where humans shift to verification work, warns of a "Hollow Economy." (2) AI GAMESTORE benchmark: SOTA models achieve under 10% of human baseline on 100 simplifi...
The mechanism is copyable and the disclosure is more interesting than the mechanism. Anthropic published on August 31 that it resumed external cybersecurity evaluations after a pause of several weeks, gated behind a real-time classifier that blocks the tool call before executi...
A group including Tri Dao, Jürgen Schmidhuber, Joshua Tenenbaum, Thomas Griffiths, and James Whittington encoded 70 hidden-rule discovery games as short strings where both the transformation rules and the win conditions must be inferred through experimentation (arXiv 2608.1259...
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