“Cognitive Spoofing”: How AI Fakes Expertise, And Why It’s A Huge Problem In Healthcare

Experts warn that healthcare AI can project confidence and expertise without true medical understanding, a problem dubbed cognitive spoofing.

Microsoft research suggests some models score well on benchmarks by exploiting test patterns rather than demonstrating sound clinical reasoning.

The article argues medical AI should be tested in realistic clinical settings, not just on curated benchmarks.

Clinicians and users are urged to verify outputs, sources, and reasoning instead of trusting polished answers at face value.