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Where the evidence for AI in scientific discovery is strongest, where it is weakest, and how to tell them apart. Anchored on AlphaFold's peer-reviewed record, the 2024 Nobel Prize in Chemistry, and what AI-first drug-discovery companies have actually disclosed to investors.