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Clinicians using HeartAgent, a cardiology-specific agent system, improved diagnostic accuracy by 26.9% and explanatory quality by 22.7% compared to unaided experts.
Why waste tokens on reasoning when you don't need to? Selective Chain-of-Thought cuts LLM inference costs by up to 47% in medical QA, with minimal accuracy loss.