The Gaps in Clinical Reasoning of AI: A Closer Look at Limitations
AI models in oncology show promise but fail in decisive clinical reasoning. While they boast 68% accuracy, they stumble in effective data gathering.
Read the full articleYou might also wanna read
Why medical AI agents need new benchmarks that assess clinical reasoning and safety, not just outputs
In this Perspective article, Silas Ruhrberg Estévez and colleagues discuss why, as medical AI research shifts toward multimodal large langua
plos.io·3d ago
Is AI ruining our skills? Early results are in — and they’re not good
AI deskilling is real: Polish doctors lost diagnostic accuracy on AI-free days, and early data on software engineers looks similar
Is AI ruining our skills? Early results are in — and they’re not good
AI deskilling is real: Polish doctors lost diagnostic accuracy on AI-free days, and early data on software engineers looks similar
Is AI ruining our skills? Early results are in — and they’re not good
AI deskilling is real: Polish doctors lost diagnostic accuracy on AI-free days, and early data on software engineers looks similar
Is AI ruining our skills? Early results are in — and they’re not good
AI deskilling is real: Polish doctors lost diagnostic accuracy on AI-free days, and early data on software engineers looks similar
Is AI ruining our skills? Early results are in — and they’re not good
AI deskilling is real: Polish doctors lost diagnostic accuracy on AI-free days, and early data on software engineers looks similar
Examining the Limitations of Transformer Models and the Gap to Human-Level AI
February 14, 2026
dlants.me·5mo ago
AI chatbots match or exceed doctors in diagnosis but still lag in treatment decisions
Uncertainty is common in medicine, and AI isn’t very good at navigating it.
theconversation.com·1mo ago
How AI is reshaping oncologists' trust in their own clinical judgment
Oncologists spend years learning to trust their own judgment, an ability that marries intuition with reasoning. What happens to that hard-wo
mdsc.pe·22d ago
We stress tested many frontier AI models for multimodal medical reasoning (including GPT-5, Claude 3.5, Gemini 2.5 Pro). They’re not ready. Faulty reasoning, use of inappropriate shortcuts, hallucinat
We stress tested many frontier AI models for multimodal medical reasoning (including GPT-5, Claude 3.5, Gemini 2.5 Pro). They’re not ready.
We stress tested many frontier AI models for multimodal medical reasoning (including GPT-5, Claude 3.5, Gemini 2.5 Pro). They’re not ready. Faulty reasoning, use of inappropriate shortcuts, hallucinat
We stress tested many frontier AI models for multimodal medical reasoning (including GPT-5, Claude 3.5, Gemini 2.5 Pro). They’re not ready.
Comments
Sign in to join the conversation.
No comments yet. Be the first.