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Latent Space

Technical conversations for AI engineers and builders covering models, agents, developer tools, inference, data, and production infrastructure.

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Latent SpaceEN · 92 min

Recursive Self-Improvement: from Auto Research to Superintelligence — Richard Socher, Recursive

swyxVibhuRichard Socher

Recursive is automating AI research itself, with a system that beat every human and agent on Karpathy’s nanochat in under two days and topped all but a handful of CUDA kernels without deep CUDA experts.The efficiency prize is material—swyx estimates a 10% saving on a billion-dollar cluster at $100 million—but compute, capital, demand and unresolved reward-hacking risks could constrain the pace of takeoff.