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All digests tagged Computational Biology
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Minos is a framework allowing scientific agents to explore pre-measured chemical environments for SAR optimization. It enables scalable, 'lab-in-the-loop' simulation for drug discovery.
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The panel discusses why AlphaFold's breakthrough was only the beginning. Progress requires moving beyond scaling compute and data, focusing instead on finding the right biological scaling laws and building holistic models of living systems.
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Liquid AI is pioneering the next generation of AI by developing Liquid Neural Networks (LNNs), inspired by biological systems. They use meta AI to search for hybrid, hardware-efficient architectures for reliable on-device intelligence.
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Chai's platform functions as a visual design suite, resembling SolidWorks or Figma rather than ChatGPT. It enables co-designing protein sequences and structures to accelerate drug discovery by moving from a 'waterfall' model to an agile, iterative loop.
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Researchers demonstrated how using LLMs and advanced genomic analysis can accelerate rare disease diagnosis. An AI workflow analyzed 376 cases, leading to 18 new diagnoses by intersecting genetic variants with clinical phenotypes.
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