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Both Alleles Scored 0.995. The Experiment Disagreed.

TL;DR for operators A scientific AI system should not treat a computational prediction as a verified finding simply because an LLM can explain it or retrieve supporting annotations. ARGUS demonstrates an alternative architecture: prediction models generate hypotheses, an agent retrieves relevant observations, deterministic rules determine scientific status, and an LLM communicates conclusions within explicit evidence constraints. ...

October 30, 2026 · 8 min · Zelina