Surgical Intelligence

Agents that watch an operation, call tools to solve what they cannot alone, and learn from their own attempts.

Understand Can a general model understand surgery?
vīta
Latin, nounlife
agent
nounone that perceives, decides and acts

Pathway

General modelSurgical competence

  1. Can a general MLLM understand surgery?

    We measure what general multimodal models already know about surgery, on their own.

    SurgKnow-BenchNeurIPS 2026

  2. Can a general agent understand surgery by using tools?

    We give the agent tools to perceive the video and retrieve knowledge, and measure how much of the gap it closes.

    SurgAgentGymSurgWikiSurgAgent v1NeurIPS 2026

  3. How can it evolve toward surgical competence?

    The agent learns from its own trajectories in the Gym.

    SurgAgentEvolveSurgAgent v2In progress

News

    Artifacts

    SurgKnow-Bench

    NeurIPS 2026

    The boundary of generalist models in surgery.

    SurgAgentGym

    Where agents watch surgical video, call tools and leave a full trajectory.

    SurgWiki

    Curated surgical knowledge, built from what a surgical resident studies.

    SurgAgent

    The reference agent. Version 1 reproduces SurgKnow-Bench.

    Team