Research and development site. Synthetic demo only. Do not submit personal health information.
Commentary and conversation

Perspectives

Ideas, observations, and questions arising from HealthRadar's research and development work.

Editorial boundary: Perspectives are commentary, not peer-reviewed research or individual medical advice.

PerspectiveSeptember 26, 2026

An AI can agree with doctors—and still lack clinical caution

A new medical-AI benchmark exposes the difference between statistical agreement and knowing when not to be certain.

An AI evaluator nearly matched physicians—but failed to recognize when uncertainty called for restraint.

PerspectiveSeptember 23, 2026

The AI Was Consistently Wrong

What happened when Google, OpenAI, and Anthropic interpreted the same difficult laboratory case three times each

In the HealthRadar Yardstick study, Google, OpenAI, and Anthropic repeatedly failed the same difficult synthetic laboratory case. Edward A. Rose examines what that result may—and may not—mean.

How this differs from Research

Ideas and discussion, clearly distinguished from evidence.

Research houses HealthRadar evidence, methods, working papers, preprints, research summaries, and selected external scholarly work. Perspectives is for commentary, conversations, videos, and informed opinion.

Guest independence

Participation in HealthRadar Perspectives does not imply endorsement, affiliation, collaboration, or validation of HealthRadar unless explicitly stated.

HealthRadar does not host public comments or accept visitor health information.