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LabVLA is a vision-language-action model for scientific laboratory automation, trained with a two-stage approach combining action token pretraining and flow matching. It achieves state-of-the-art success rates on the LabUtopia benchmark by leveraging simulated data to bridge the gap between household demonstrations and lab-specific tasks.
The article critically examines the use of machine learning in weather and climate modeling, highlighting its practical strengths and inherent limitations while cautioning against overhyped claims of a revolution.
Onepot AI can synthesize and deliver custom molecules in just 5 days by combining robotic synthesis with large-scale ML inference on Anyscale, dramatically accelerating drug discovery.
Nominations are open for the Pritzker Prize for AI in Science Research Excellence, a $50,000 award honoring researchers advancing AI and natural sciences or engineering.
The ninth edition of the AI Index report analyzes the gap between AI advancement and societal preparedness, featuring new assessments of reasoning, safety, economic value, labor effects, and dedicated chapters on AI in science and medicine.
This article reflects on the five-year impact of AlphaFold since its 2020 breakthrough, highlighting its role as a global scientific tool used by millions of researchers and its recognition with the 2024 Nobel Prize in Chemistry.
Anthropic is collaborating with chemists to enhance Claude's chemistry capabilities, starting with a white paper on how Claude performs on NMR spectrum analysis compared to ChemDraw.