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General Instinct

Deployable Physical AI on Any Edge Device.

Y CombinatorSpring 2026ActiveB2BInfrastructureRoboticsDronesManufacturingAI

What they do

Problem

Edge devices lack an easy way to run and deploy physical AI capabilities locally without relying on centralized cloud infrastructure.

Solution

It provides deployable physical AI software that can run on any edge device.

Who it's for

Developers and companies building robotics or physical AI applications on edge hardware.

Founders

Bill Jiao
Founder

worked on Siemens' first multimodal foundation model, secured 2 patents on tardigrade proteins as a junior in high school, now building edge intelligence for physical AI.

Guanming Wang
Founder

Ex-Google DeepMind | ICRA Author at 18 | Former Tsinghua Researcher | 3× Global Hackathon Winner

Company timeline

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