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Kevin Patrick Murphy @sirbayes · 12 Aug 2026

**12/ TL;DR — three contributions** 1️⃣ **MDA**: LLM proposer + SMC + SBI + VoI, extended to the 𝓜-open regime. 2️⃣ **New SOTA** on two existing discovery benchmarks (physics, chemistry) — same accuracy, far fewer experiments. 3️⃣ **NeuronBench**: a new partially-observed, https://t.co/weHA7sTYhR
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