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Dream-RSI: Turning Past Searches into Tests of Search Strategy RSI-Anything: How a Patch Outcome Can Change the Next Choice How AlphaEvolve’s tiling rule sped up Gemini training Anthropic’s 64%: choosing a next step where humans went off course Why DGM keeps agents that score worse More tools can improve the score while old-task performance declines MetaRSI: A Better Next Step from the Same System CRUX: how experiments changed the Personas agent’s claims OpenEvolve v0.4.0: an edit boundary can disappear before evaluation RRSI: what did the higher score actually select?ScientistTwo: why five improved metrics did not earn the architecture credit SEAL makes the preparation of training material a learning target What Does a Successful Self-Improvement Pass to the Next Round?