Anthropic Nears the Self-Improvement Threshold

🔥 What happened Anthropic's revised IPO filing warns that AI could soon dramatically accelerate its own development. Claude already writes code, runs experiments, and tests new Claude models – handling most of the work autonomously in roughly a quarter of R&D tasks. 💡 Why it matters The internal threshold: AI-assisted research that speeds up new model development at least 2x versus without AI. Anthropic admits it has previously spotted such accelerations only after the fact – a red flag for anyone betting on clean human oversight. ⚡ Our take The timing isn't subtle: with an IPO looming, "recursive self-improvement" reads better in a prospectus than in a risk report. If the safety talk is serious, demand concrete thresholds – not PR.