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Lilianweng (auto-discovered)

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00:00

2026-07-04

lilianweng.github.io

artificial-intelligence

Harness Engineering for Self-Improvement

Harness Engineering for Self-Improvement explores recursive self-improvement (RSI) in AI, a concept dating back to I. J. Good's 1965 ultraintelligent machine. Modern AI systems may improve their own t…

22:19

2026-06-25

lilianweng.github.io

machine-learning

Scaling Laws, Carefully

Scaling laws in deep learning describe a predictable power-law relationship between training loss and model size, dataset size, and compute, enabling extrapolation of resource requirements for larger …