---
title: "FaithMed: Training LLMs For Faithful Evidence-Based Medical Reasoning — Stuff That Spins"
description: "arXiv:2607.01440v1 Announce Type: new Abstract: Faithful reasoning is essential in medicine, where clinical decisions require transparent justification grounded in reliable evidence. Current medical LLMs either lack active access to evidence or use retrieved evidence without supervising how it shou…"
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date: "2026-07-03T04:00:00+00:00"
modified: "2026-07-03T04:00:51.11169+00:00"
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# FaithMed: Training LLMs For Faithful Evidence-Based Medical Reasoning

**Source:** Unknown  
**Published:** July 3, 2026  
**Original:** https://arxiv.org/abs/2607.01440  

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