Stanford Medical's 2024 landmark study compared 11,842 patients using diagnostic AI vs standard care. For rare diseases (prevalence <1:2000), mean time-to-diagnosis shortened by 4.7 months and diagnostic accuracy improved 31.8% with AI assistance. But for common conditions, no significant improvement. Context matters