Reasoning in real world clinical care: why large language models are not yet safe for autonomous clinical decision support; corroborating coverage notes real-world credibility tests of LLM reasoning
Read the original at arxiv.org→arXiv:2607.28677v1 Announce Type: new Abstract: LLM now pass medical licensing examinations and, in curated cases, can rival physicians at diagnostic reasoning. These developments have accelerated the use of LLMs...
Original headline: "Reasoning in Real World Clinical Care: Why Large Language Models Are Not Yet Safe for Autonomous Clinical Decision Support"
Coverage timeline
- Aug 3, 04:00 UTC arXiv cs.AI lead source Reasoning in Real World Clinical Care: Why Large Language Models Are Not Yet Safe for Autonomous Clinical Decision Support
- Aug 3, 04:00 UTC arXiv cs.CL Are the Financial Reasoning from LLMs Credible? A Real World Test over Long-Horizon Statements
- Aug 4, 04:00 UTC arXiv cs.LG Uncertainty-Aware Simulation-Based Inference for Operations Research with Large Language Models
- Aug 4, 04:00 UTC arXiv cs.LG Unleashing the Potential of Large Language Models: A Blueprint for Real-Time, Enterprise-Ready Deployments
- Aug 6, 04:00 UTC arXiv cs.CL Beyond Accuracy: A Multidimensional Evaluation of Statistical Reasoning in Large Language Models