General Instinct (YC X26) — Inference infrastructure for physical AI
General Instinct appears in Y Combinator's company directory in the Spring 2026 batch, listed 2026-05-18. Inference Infrastructure for Physical AI.
General Instinct is a Y Combinator company in the Spring 2026 batch. Its directory entry describes it as: Inference Infrastructure for Physical AI. The founders listed are Bill Jiao (Founder/CEO), Guanming Wang (Founder/CTO) (Y Combinator directory entry, May 18, 2026).
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What it does Inference Infrastructure for Physical AI (source)
Example from a real report (our sample on Target): “In March 2026, Target announced a planned incremental $1 billion operating investment” Source: Target Corporation (press release)
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Checked away from the directory entry. Neither line below comes from the company's Y Combinator page.
General Instinct | Any frontier model. Any edge device.
Inference infrastructure for physical AI. Serve frontier models in real time, on any compute.
The title and description the site itself served, answering 200. Not a cached copy and not the company's directory entry — what was live when we asked.
Counted only where a thread links to this company's own site, announces it by name on that forum, or names it beside its own Y Combinator batch. A thread whose title merely carries the words is not counted — a name is not an identifier. Hacker News is not us, and nothing above is our opinion of the company.
Bill Jiao
Founder/CEO
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/CTO
Building inference infrastructure for robotic world models. Former Google DeepMind reinforcement learning researcher with robotics research published at ICRA at age 17. Previously conducted robotics research at UCL and Tsinghua University.
Founders, titles and bios as the company published them. Photographs are our own copies of the ones on that record, so they do not break when the original link expires.
One of 168 companies held here in Industrials › Manufacturing and Robotics.
No investor is drawn from a Form D — the form states how many invested and never who. The one investor on this graph is named because a batch has exactly one.
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Example from a real report (our sample on Target): “In March 2026, Target announced a planned incremental $1 billion operating investment” Source: Target Corporation (press release)
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What the Full Report on General Instinct covers
The Short Answer
Which Company This Is
What They Do, And How The Money Works
Who Runs It, And How To Reach Them
The Money: Funding, Valuation, Runway
Who Pays Them, And Who They Are Up Against
Warning Bells
Sources
9 cited sources found
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