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A startup built an 8,000-square-foot lab in just 30 days to test molecules proposed by AI, it can now measure how often they work in living organisms in about 72 hours

Reddit r/singularity ↗ · 2026-10-10

一家初创公司在30天内建成8000平方英尺的实验室,用于测试AI提出的分子,目前可在约72小时内测量这些分子在活体生物中的有效率。

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#molecules

Large Discovery Models: Empirically-grounded Model-Based Open-Ended Search

Hugging Face Daily Papers ↗ · 2026-08-16 Cached

The paper introduces Large Discovery Model (LDM), a recurrent architecture that couples generative models with Bayesian non-parametric surrogates to guide uncertainty-aware search in scientific domains like molecules and proteins, achieving significant performance gains over existing methods.

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#molecules

Accurate, Interdisciplinary and Transparent Structure-property Understanding with Deep Native Structural Reasoning

Hugging Face Daily Papers ↗ · 2026-07-08 Cached

SciReasoner is a multimodal scientific foundation model that enables interpretable structural reasoning across proteins, molecules, and crystals, achieving state-of-the-art performance on 67 out of 86 benchmarks.

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