“Looks like AI sometimes needs to *actually* see what it's talking about!”
What happened: Doctors use AI to help find problems. AI answered lung questions without seeing the lung scans! AI might be 'guessing' from text, not truly 'seeing' problems. Even secret patient data didn't stop this 'shortcut' problem.
This Neural Toon is based on the story “Automated Report-Derived Oncology VQA Benchmark for Evaluating Vision-Language Models on 3D Medical Imaging”.
Read our summary of the story · original source
Panel 1 – Sam: AI WILL REVOLUTIONIZE MEDICINE!
Panel 1 – Casey: But can we really trust it?
Panel 1 – Fact: Doctors use AI to help find problems.
Panel 2 – Sam: AI IS SO SMART, IT'S A PARADIGM SHIFT!
Panel 2 – Casey: Wait, it answered lung questions... without the picture?!
Panel 2 – Fact: AI answered lung questions without seeing the lung scans!
Panel 3 – Sam: IT'S STILL A DISRUPTION! WE NEED MORE AI!
Panel 3 – Casey: It means AI might be 'cheating' from old reports!
Panel 3 – Fact: AI might be 'guessing' from text, not truly 'seeing' problems.
Panel 4 – Sam: BUT PRIVATE DATA IS SAFE, RIGHT?
Panel 4 – Casey: Nope! Even private data didn't stop the 'cheating'!
Panel 4 – Fact: Even secret patient data didn't stop this 'shortcut' problem.
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