Xaira unveils X-Scientist: autonomous research agent beats Codex by 7.4 points on DrugDiscoveryBench

BoWang87 · x · 2026-10-22

Xaira introduces X-Scientist, an agentic AI platform for drug discovery aimed at recursive self-improvement: it designs experiments, builds models, evaluates results, and decides what to investigate next, with asynchronous model–harness co-evolution as the key mechanism. In a PerturbQA pilot (4-hour allowance, $100 API cap), X-Scientist reached the best validation AUROC of 0.6789 vs AutoScientists' 0.6728 and AutoResearch's 0.6441, while spending only $30.52 in API costs versus $93.27 for AutoScientists.

Related event: Xaira Launches X-Scientist, an AI Drug Discovery Agent Nearly 10x Faster Than Human Target Nomination(6 posts)→

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