Potential Sciences is a UK frontier lab for chemistry building AI models for drug discovery on physics-generated training data instead of experimental records. Its GPU-native quantum chemistry engine runs gold-standard CCSD(T) simulations at roughly 100 times lower cost, letting atomistic foundation models predict molecular behaviour and protein binding at laboratory accuracy. Founded in 2025 by former Graphcore executive Hatem Helal, the Cambridge-based team starts with small-molecule drug discovery, working with AI-first labs where computed data slots into existing workflows.
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Nov 5, 2026
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