Autonomous research should be designed as feedback-directed search: cheap epistemic progress signals guide experiments, and protected validation, not the search score, certifies discoveries.
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Agentic Auto-Research is Fuzz Testing
Autonomous research should be designed as feedback-directed search: cheap epistemic progress signals guide experiments, and protected validation, not the search score, certifies discoveries.