Kevin Patrick Murphy @sirbayes · 12 Aug 2026
**4/ Discovery and design reinforce each other** The designed experiment identifies the mechanism the LLM proposed; the identified mechanism sharpens forecasts; sharper forecasts expose the next subtle residual → the next discovery. Result: a data-efficient discovery loop,
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