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Humanoid robotics

What AI runs humanoid robots?

Answered from the record

No single AI runs humanoid robots; each maker runs its own brain. On DEPLOY's record, most humanoids run a captive AI built in-house by the robot's own maker: Figure's Helix, 1X's Redwood, UBTech's BrainNet, Tesla's FSD-Bot. A few are licensed across makers: NVIDIA's open GR00T runs robots from Hexagon and Agility. The full catalog is below, each brain dated and sourced.

Last verified Jun 28, 202624 sources

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There is no one AI that runs humanoid robots, and DEPLOY does not name a winner. What we can do is show the record. On DEPLOY's registry, humanoids are run by a set of distinct AI brains, most of them a vision-language-action model or a world model that turns what the robot sees and hears into motion.

The important pattern is who builds the brain. Most humanoid AI today is captive: the robot's own maker builds it in-house and does not license it, so Figure runs Helix, 1X runs Redwood, UBTech runs BrainNet, Unitree runs UnifoLM, and Tesla runs an FSD-derived stack. A smaller set is licensed across makers: NVIDIA's open GR00T foundation model runs robots from Hexagon and Agility, and xAI's Grok supplies the reasoning layer for Tesla's Optimus.

The catalog below lists every humanoid brain on the record, what it is, who builds it, whether it is open, and which humanoids it runs, each dated and sourced or left honestly blank where the record holds nothing.

17
AI brains on record
17
companies build them
27
humanoid models covered
3
open-source

Two patterns: captive vs licensed

The question that actually separates humanoid AI is not which model is best, it is who builds the brain. Most makers run their own, in-house and unlicensed. A few brains are licensed across companies, which is where a single AI can run more than one maker’s robot.

Captive (built in-house)

15 of 17

Most humanoid AI on DEPLOY's record is captive: the robot's own maker builds the brain and does not license it to others, so the brain's roadmap is inseparable from the hardware. Figure runs Helix, 1X runs Redwood, UBTech runs BrainNet, and Unitree runs UnifoLM.

Licensed across makers

2 of 17

A smaller set of brains runs humanoids built by a different company than the one that develops the brain: GR00T N1 (Isaac GR00T) (Hexagon, Agility Robotics); Grok (xAI) (Tesla). These are the third-party or foundation-model channels, where one AI can run more than one maker's robot.

Every AI that runs a humanoid on the record

Each brain DEPLOY tracks that powers at least one published humanoid model, with who builds it, what kind of AI it is, whether it is open, and the humanoids it runs. Ordered by how many humanoids each runs, one lens, not a ranking. For the deeper record on any one brain see its brain registry page.

AI brains that run humanoids on DEPLOY’s record, ordered by how many humanoids each runs (a catalog, not a ranking)
AI system (brain)BuilderTypeAccessHumanoids it runs
Genie Operator-1 (GO-1)AgiBotFoundation modelClosedAgiBot Yuanzheng A2, AgiBot Lingxi X2, AgiBot G2, AgiBot A2, AgiBot A2-W
UnifoLMUnitree RoboticsWorld modelOpenUnitree G1, Unitree R1, Unitree H1, Unitree H2, Unitree H2 Plus
UBTech BrainNet (Thinker)UBTech RoboticsFoundation modelClosedWalker S2, Walker S Lite, Walker S1
How we know this

Every row in the catalog comes from a dated, sourced Brain record in the DEPLOY registry, joined to the humanoid models it powers and the company that builds it. Each brain carries its own sources; here is a deduped sample of the receipts behind the catalog.

The captive vs licensed split is DEPLOY's brain-provider-architecture framework; the in-house vs cross-company count here is derived from the records (a brain is counted cross-company when it powers a humanoid built by a company other than its own developer). Where the record holds no brain for a humanoid, the honest answer is absence, not a guess.

Common questions

What AI powers Figure's humanoid robots?
Figure AI’s robots run Helix, an onboard dual-system vision-language-action model Figure builds in-house. It is a captive brain: Figure does not license it to other makers. On DEPLOY’s record Helix powers Figure 02 and Figure 03.
What AI does Tesla Optimus use?
On DEPLOY’s record Tesla Optimus runs a dual-brain stack: Tesla’s own FSD-derived neural network handles the visuomotor layer, and xAI’s Grok large language model supplies the high-level reasoning layer. Both are recorded as brains that power Optimus. Full V3 specs are not yet verified.
Is there one AI model that runs all humanoid robots?
No. On DEPLOY's record no single AI runs humanoid robots across makers. Most makers run a captive brain they build in-house. A few brains are licensed across companies, led by NVIDIA's open GR00T foundation model, but none is an industry-wide standard.
Which humanoid AI models are open-source?
A minority. On DEPLOY’s record most humanoid brains are closed and proprietary. The open ones include NVIDIA’s GR00T N1, Unitree’s UnifoLM, and Xpeng’s VLA, which their developers have released or committed to open. The catalog above marks each brain open or closed.
What is a robot brain?
On DEPLOY a brain is the cognitive identity of a robot: the AI model or system that turns what the robot senses into action. For humanoids it is usually a vision-language-action model or a world model, run onboard. DEPLOY tracks each brain as its own record, linked to the robots it powers and the company that builds it.

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