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Quantum Genetic Algorithms promise massive speedups by merging evolution-inspired AI with quantum computing. But fitness evaluation and the “Valley of Death” remain major hurdles.

Harvard and CRG researchers created popEVE, an AI that ranks severity of genetic mutations using evolutionary data, promising faster, cheaper, and less biased rare disease diagnosis.