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#recursive-self-improvement

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Import AIJul 19, 2026

Anthropic reports 8x surge in code output, sees early signs of recursive self-improvement

Anthropic says code merged into its codebase jumped 8x in 2026 compared to 2021–2024, which it views as preliminary evidence that AI is already beginning to accelerate the development of better AI.

Import AIJul 18, 2026

AI Agent Tops Kernel Benchmark With Single-Kernel Design, Outpacing Rivals by Wide Margin

Fable wrote a GPU kernel that achieved an 18.7x speedup over a PyTorch baseline, crushing competitors and signaling a leap in AI's ability to automate core research tasks.