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zhengkid/Dream-RSI

The offical repo for "Dream-RSI: Recursive Self-Improvement through Evolving Worlds"

Dream-RSI is a research project (paper from Google, DeepMind, UMD, UVA) on recursive self-improvement of AI agents. Its key idea is to use accumulated discovery history as a replay simulator so the agent can improve its own exploration strategy, evaluated across 8 tasks in algorithm engineering, math optimization, and GPU kernel engineering, with results like 1.22x faster downstream runtime.

Why now: It's a freshly released preprint (Sep 2026) from Google/DeepMind researchers that quickly gained ~1200 stars, and it claims progress on recursive self-improvement — a hot and controversial topic in AI research.

Who it is for: AI/ML researchers and engineers studying self-improving agents, automated discovery, and code/kernel optimization.

llmresearchagentsself-improvementgpu-kernelsai

Open on GitHub →

Stars over our 27 snapshots: 1.2K to 1.2K, since 4 h ago.

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