Rethinking Synthetic Rationale Supervision for Disease Prediction

arXiv:2606.10279 · cs.AI, cs.CL, cs.LG · Submitted 2026-06-09 · Read on arXiv

cs.AI, cs.CL, cs.LG

Submitted: 2026-06-09

Updated: 2026-10-20

Terminology

• Fine-Tuning — 2× in this paper · explained in 5 episodes

Related papers

• MAVEN-T: Reinforced Heterogeneous Distillation for Real-Time Multi-Agent Trajectory Prediction
• Model Discovery Agent: LLM-assisted Bayesian experiment design for data-efficient discovery of mechanistic world models
• Agents' Last Exam
• The Clinician's Veto: Navigating Trust, Liability, and Uncertainty in Autonomous AI Prescribing
• MindHelper: Closed-Loop Embodied Mental-State Reasoning for Precision Intervention
• Incumbent Advantage: Brand Bias and Cognitive Manipulation Dynamics in LLM Recommendation Systems