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Scientific Research

126 summarised stories about Scientific Research, each linking back to the original source. Browse all topics →

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Thursday, 8 October 2026

AI’s role in curing genetic disease, with Mammoth Biosciences (Trevor Martin)

YouTube 6 days ago 48

Trevor Martin of Mammoth Biosciences describes how the company uses AI to search large protein spaces and engineer smaller CRISPR systems for genetic disease work. The discussion highlights the key proof hurdle: validating what actually survives contact with a human body. The result is a clearer focus on biological validation rather than AI alone solving everything.

Synthesis Superintelligence: from Semiconductors to Superconductors — Periodic Labs’ Liam Fedus and Ekin Dogus Cubuk

Latent Space 6 days ago 37

Periodic Labs says it is building AI “scientists” by grounding reinforcement learning and learning loops in physical high-throughput experiments and material-physics simulations rather than relying only on training data. It argues that autonomous high-throughput robotic experimentation has been tried for only the last three years or so, so its approach targets sample efficiency and reasoning under noisy, incomplete, uncertain measurements. As a result, frontier AI models are expected to repeatedly run experiments, treat failed runs as training data, and let lab instruments act with an intelligence layer to speed scientific discovery of new materials.

Zuckerberg's Biohub Partners With DOE, NIH to Invest $1.8 Billion in Biological Data for AI Models

The Wall Street Journal 6 days ago 36 ● 3 sources

Biohub partnered with the US Department of Energy and the National Institutes of Health to invest in biological data intended for AI models. The effort involves $1.8 billion in funding. It will expand lab measurement, modeling, and computation alongside coordinated datasets and repositories to make the data usable for disease research.

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