ace
HealthStrong gain
Near-physician diagnostic accuracy on complex cases
A reasoning model reached 88.6% exact or near-exact accuracy on clinicopathological cases.
Brodeur et al., cited in News-Medical, May 2026All stories
1313 published stories · page 88 of 88
Emerging gain
WEF: 170 million new roles projected globally by 2030
New AI-adjacent skills already carry wage premiums in 1 of every 10 job postings in advanced economies.
In progress
No shared standard for reporting AI job displacement by region
Current estimates vary 5x depending on methodology.
Active harm
Diagnostic bias across underrepresented patient groups
Error rates remain unevenly studied across demographic groups.
Strong gain
Radiology and pathology diagnostic time cut ~90%
In image-heavy specialties with standardized, digitized data, AI has reduced diagnostic time dramatically.