Spectacular AI science claims face academic verification tests

OpenAI-related claims of solving a Millennium Prize problem or the Navier–Stokes problem remain unverified and are being challenged by mathematicians and commentators. AI-assisted quantum-computing work and low-cost small-model engineering illustrate the need to distinguish useful automation or optimization from genuinely novel scientific contributions, with peer review and research transparency still unresolved.