Data Party THU

May 21, 2026 · Artificial Intelligence

ICML 2026: MedScope Introduces a New Paradigm for Long Medical Video Reasoning—From Watching to Verifying

MedScope proposes a "Think with Videos" paradigm that lets AI models actively locate and verify evidence in long clinical videos, using coarse‑to‑fine tool calling, evidence‑centric training data (ClinVideoSuite) and a grounding‑aware reinforcement learning objective, achieving superior performance on multiple video‑understanding benchmarks.