Neural Toons Original

AI Doctors Get A+ But Fail Big Time!

02 June 2026 · The Neural Feed
AI Doctors Get A+ But Fail Big Time! – Neural Toons comic

“AI's bedside manner needs work, especially when lives are on the line!”

The story behind the toon

What happened: People worry about AI making mistakes in healthcare. Top medical AIs scored over 97% on tests. Even top AIs made big mistakes in key situations. Humans are vital, and AI can be unfair to some groups.

This Neural Toon is based on the story “A Multi-Domain Red Teaming Framework for Safety, Robustness, and Fairness Evaluation of Medical Large Language Models”.

Read our summary of the story · original source

Comic transcript

Panel 1 – Zoe: OMG, imagine Dr. AI giving you a bad diagnosis!

Panel 1 – Leo: My doctor better not be a robot!

Panel 1 – Fact: People worry about AI making mistakes in healthcare.

Panel 2 – Zoe: These AI doctors got an A+! Like, 97%!

Panel 2 – Leo: Impressive! Very efficient!

Panel 2 – Fact: Top medical AIs scored over 97% on tests.

Panel 3 – Zoe: But they totally failed some critical stuff!

Panel 3 – Leo: So, not ready for my annual check-up!

Panel 3 – Fact: Even top AIs made big mistakes in key situations.

Panel 4 – Zoe: And they got worse for some people! Yikes!

Panel 4 – Leo: So, we still need real doctors! And diverse data!

Panel 4 – Fact: Humans are vital, and AI can be unfair to some groups.

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