Surgical AI · Autonomous Systems · The Future OR

Surgery is being
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Analysis and intelligence on surgical AI and autonomous systems. For surgeons, builders, and everyone with a stake in what the OR becomes.

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NVIDIA just walked into the OR and nobody's talking about what that actually means
Open-H, 500 hours of surgical video, and a vision-language-action model for the OR. The infrastructure play is clear. The clinical implications are not.
Medtronic's Hugo is quietly closing the autonomy gap
IGX Thor integration signals something the market hasn't priced in yet.
Why surgeons pause before clipping and why your model can't see it
The annotation problem nobody in surgical AI wants to talk about.
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Guide · Available now
How Surgeons Think About New Technology in the OR
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Guide · Coming soon
The Autonomy Stack: What Surgical Robots Can and Cannot Decide
In progress

Surgical AI.
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Analysis and commentary on surgical AI, autonomous systems, and the future of the operating room.

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Guides on surgical AI
and the future OR.

In-depth resources on surgical AI, autonomous systems, and clinical adoption. For surgeons and the teams building tools for them.

Available now · PDF
How Surgeons Think About New Technology in the OR
Medtech teams spend millions building tools surgeons don't adopt. This guide explains the adoption framework, the 7 moments of resistance, and what actually changes a surgeon's mind.
Coming soon
The Autonomy Stack: What Surgical Robots Can and Cannot Decide
A framework for understanding machine decision-making in the OR from Level 0 assistance to full autonomy, and the liability architecture at every level.
In progress
Coming soon
The Data Problem in Surgical AI: Why More Video Isn't the Answer
Why annotation quality beats volume, what's missing from surgical datasets, and how to build training pipelines that reflect what actually happens in the OR.
In progress