ExplainersBrain providers & foundation models

What is NVIDIA GR00T?

NVIDIA GR00T is NVIDIA's foundation-model-for-physical-AI-general brain provider. Model lineage: N1 (original weights noncommercial under NVIDIA OneWay license) → N1.7 (commercial-open). KEY FRAMING per Agent A source-depth hygiene: NO verified production GR00T deployment exists anywhere (substantial cap-flag against aggregator narratives of 'GR00T at scale'). Partner matrix verified: only Boston Dynamics + Unitree + Sharpa partner-confirmed (all research-tier); Apptronik aggregator-inflated (primary brain is Gemini); Figure is competitor not deployment. Per DEPLOY's brain-providers cluster framework, GR00T anchors the foundation-model-for-physical-AI-general tier with research-tier deployment maturity per verified evidence.

N1 → N1.7

License evolution (noncommercial → commercial-open)

NO production deployment

Verified-evidence state (cap-flag against aggregator drift)

BD + Unitree + Sharpa

Confirmed research-tier partners

Apptronik / Figure

Aggregator-inflated / competitor (rejected)

NVIDIA parent (public)

Cohort corporate structure

Mid-2026

Snapshot date

Tier legend:VerifiedAbsence

NVIDIA GR00T: foundation-model-for-physical-AI-general tier

NVIDIA GR00T (Generalist Robot 00 Technology) is NVIDIA's foundation-model-for-physical-AI-general brain-provider model line. Per DEPLOY's brain-providers cluster framework, GR00T anchors the foundation-model-for-physical-AI-general tier: cross-embodiment generalist humanoid control distinct from PI's foundation-model-for-robotics + Wayve's foundation-model-for-driving + Covariant's foundation-model-for-robotic-manipulation cohort positions.

Model lineage: N1 noncommercial → N1.7 commercial-open

GR00T operates a license-evolution model lineage:

  • GR00T N1 (original release): weights released under NVIDIA OneWay license (noncommercial). The foundational release; research-tier integration only at original licensing.
  • GR00T N1.7 (subsequent release): weights released under commercial-open license. The license evolution enables commercial integration partnerships at no licensing cost.

Per Agent A source-depth hygiene pass, the license evolution distinction matters editorially: trade-press coverage that frames GR00T as uniformly commercial-open operates outside the verified license history. The N1 originally noncommercial + N1.7 commercial-open trajectory reflects NVIDIA's commercial-strategy evolution within the foundation-model-for-physical-AI-general tier.

NO verified production GR00T deployment: critical cap-flag

Per Agent A source-depth hygiene pass + cluster framework, NO verified production GR00T deployment exists anywhere as of mid-2026. Per cap-flag-as-trust-signal, this is a critical cap-flag against aggregator narratives of "GR00T at scale," "GR00T as humanoid industry standard," or "GR00T deployed across cohort."

Per Agent A source-depth hygiene pass, the partner matrix is research-tier only:

  • Boston Dynamics: partner-confirmed; research-tier GR00T integration.
  • Unitree: partner-confirmed; research-tier GR00T integration.
  • Sharpa: partner-confirmed; research-tier GR00T integration.

Aggregator-inflated partner claims explicitly rejected per Agent A discipline:

  • Apptronik: aggregator-inflated GR00T deployment claim rejected per Agent A source-depth hygiene; Apptronik's primary brain is Gemini, not GR00T.
  • Figure: Figure is a competitor (Helix VLA in-house foundation model) not a deployment partner.

Per DEPLOY's framework, the partner-matrix cap-flag is editorial signal at the deployment-verification layer: trade-press coverage that frames GR00T at scaled-commercial-integration depth operates outside Agent A primary-source-anchored verification.

Entity scope: GR00T model, NOT NVIDIA's broader physical AI strategy

Per Agent A discipline, the entity scope for the GR00T brain-provider explainer is GR00T model itself, NOT NVIDIA's broader physical AI strategy. NVIDIA operates a comprehensive physical-AI platform including:

  • Isaac Sim: physics-based simulation environment for robotic development.
  • Cosmos: world-model foundation for synthetic data generation + physical-AI training.
  • Project GR00T: broader humanoid robotics initiative encompassing GR00T model + adjacent tooling.
  • Jetson: edge computing platform for robotic inference.

The GR00T brain-provider entity scope is specifically the GR00T model line (N1 + N1.7). Trade-press coverage that conflates NVIDIA's broader physical-AI strategy with the GR00T model itself operates at insufficient entity-scope discipline. Per DEPLOY's framework, the entity-scope distinction matters at the verification layer.

Cohort positioning + deployment maturity

Per the brain-providers cluster framework, NVIDIA GR00T anchors:

  • Foundation-model-for-physical-AI-general tier: cross-embodiment generalist humanoid control; positioned for broad humanoid OEM partnership.
  • License evolution archetype: N1 noncommercial → N1.7 commercial-open trajectory; commercial-strategy evolution within cohort.
  • Research-tier deployment maturity per verified evidence: Boston Dynamics + Unitree + Sharpa research-tier partners; NO verified production deployment.
  • NVIDIA parent (public company): structurally distinct from venture-funded brain-provider startups (Physical Intelligence $5.6B + Wayve $8.6B + Skild AI venture).

Contrast with cohort:

  • Physical Intelligence: foundation-model-for-robotics; $5.6B valuation; pi0 + pi05_base open + π0.6 + π0.7 closed; lab-deployment in limited customer pilots.
  • Wayve: foundation-model-for-driving; $8.6B Series D Feb 2026; commercial via Stellantis STLA AutoDrive.
  • Covariant RFM-1: foundation-model-for-robotic-manipulation; corporate-state vs model-state distinct.
  • Dyna Robotics DYNA-1: foundation-model-for-dexterous-manipulation; pilot-not-scale deployment posture.

For the canonical brain-providers cluster context, see the brain-providers cluster. For the platform-builder vs brain-provider tier distinction, see brain-provider vs OEM platform tier distinction. For the frontier-AI-lab adjacent cohort context, see frontier AI labs entering robotics. For the canonical category umbrella, see what is physical AI. For methodology canonical references applicable to NVIDIA GR00T: captive vs third-party brain providers (third-party foundation-model-for-physical-AI-general tier) + the 9-tier source-quality rubric (NVIDIA IR + reputable-press + noncommercial-vs-commercial-open license source classification).

EntityLicense postureDeployment verificationFoundation-model tier

NVIDIA GR00T (N1 + N1.7)

N1 noncommercial → N1.7 commercial-open

NO verified production; BD + Unitree + Sharpa research-tier

Foundation-model-for-physical-AI-general

Physical Intelligence (pi0 + pi05 + π0.6/0.7)

pi0 + pi05_base Apache-2.0; π0.6 + π0.7 closed

Lab + limited customer pilots

Foundation-model-for-robotics

Wayve (AI Driver + GAIA-3)

Closed weights

Commercial via Stellantis STLA AutoDrive

Foundation-model-for-driving

Covariant (RFM-1)

Closed weights

Legacy Brain via KNAPP; RFM-1 no verified

Foundation-model-for-robotic-manipulation

Dyna Robotics (DYNA-1)

Closed weights/code; no paper

Pilot-not-scale; no named customers

Foundation-model-for-dexterous-manipulation

Skild AI

Closed weights

Integration-partner forward

Foundation-model-for-robotics adjacent

Source: DEPLOY registry + Agent A brain-provider source-depth hygiene pass + per-maker public communications + partner-confirmation primary sources. Foundation-model tier + license + deployment maturity framework.

Frequently asked questions

What is NVIDIA GR00T?

NVIDIA GR00T (Generalist Robot 00 Technology) is NVIDIA's foundation-model-for-physical-AI-general brain-provider model line. Per Agent A source-depth hygiene pass, model lineage is GR00T N1 (original weights noncommercial under NVIDIA OneWay license) → N1.7 (commercial-open). KEY FRAMING: NO verified production GR00T deployment exists anywhere as of mid-2026; substantial cap-flag against aggregator narratives of "GR00T at scale." Per DEPLOY's brain-providers cluster framework, GR00T anchors the foundation-model-for-physical-AI-general tier with research-tier deployment maturity per verified evidence.

Is NVIDIA GR00T open source?

License evolution: GR00T N1 (original release) weights under NVIDIA OneWay license (noncommercial; research-tier integration only). GR00T N1.7 (subsequent release) weights under commercial-open license (enables commercial integration at no licensing cost). Per Agent A source-depth hygiene pass, the license evolution distinction matters editorially: trade-press coverage framing GR00T as uniformly commercial-open operates outside verified license history. The N1 originally noncommercial + N1.7 commercial-open trajectory reflects NVIDIA's commercial-strategy evolution within the foundation-model-for-physical-AI-general tier.

Who uses NVIDIA GR00T?

Per Agent A source-depth hygiene pass, the GR00T partner matrix is research-tier only. Confirmed research-tier partners: Boston Dynamics + Unitree + Sharpa. Aggregator-inflated rejected: Apptronik aggregator-inflated deployment claim rejected per Agent A; Apptronik's primary brain is Gemini not GR00T. Figure is a competitor (Helix VLA in-house foundation model) not a deployment partner. Per cap-flag-as-trust-signal, NO verified production deployment exists; aggregator narratives of "GR00T at scale" operate outside Agent A primary-source-anchored verification.

Is NVIDIA GR00T deployed at scale?

No. NO verified production GR00T deployment exists anywhere as of mid-2026 per Agent A source-depth hygiene pass + cluster framework. The partner matrix is research-tier only (Boston Dynamics + Unitree + Sharpa); aggregator-inflated partner claims (Apptronik + Figure) rejected per Agent A. Per cap-flag-as-trust-signal, this is a critical cap-flag against aggregator narratives of "GR00T at scale," "GR00T as humanoid industry standard," or "GR00T deployed across cohort." Per DEPLOY's framework, the no-verified-production deployment state is editorial signal at the brain-provider verification layer.

What's the difference between GR00T N1 and N1.7?

License evolution. GR00T N1 (original release): weights under NVIDIA OneWay license (noncommercial); research-tier integration only at original licensing; foundational research release. GR00T N1.7 (subsequent release): weights under commercial-open license; license evolution enables commercial integration partnerships at no licensing cost. The trajectory reflects NVIDIA's commercial-strategy evolution within the foundation-model-for-physical-AI-general tier. Per DEPLOY's framework, trade-press coverage framing GR00T as uniformly commercial-open operates outside the verified license history; the N1 → N1.7 distinction matters at the verification-posture layer.

Is NVIDIA building humanoid robots?

No, GR00T is a brain provider, not a humanoid OEM. NVIDIA operates the brain-provider tier per DEPLOY's platform-builder vs brain-provider distinction: NVIDIA builds AI + tools (Isaac Sim + Cosmos + Project GR00T + Jetson + GR00T model line) that humanoid OEMs (Figure + Apptronik + Agility + 1X + Boston Dynamics + others) integrate. NVIDIA does NOT build humanoid hardware. Per Agent A discipline, the entity-scope distinction matters: GR00T explainer is specifically the GR00T model line, NOT NVIDIA's broader physical-AI strategy.

NVIDIA GR00T verified at foundation-model-for-physical-AI-general brain-provider tier. License evolution: N1 noncommercial NVIDIA OneWay → N1.7 commercial-open. CRITICAL CAP-FLAG: NO verified production GR00T deployment exists anywhere as of mid-2026; aggregator narratives of 'GR00T at scale' rejected per Agent A source-depth hygiene. Partner matrix verified: only Boston Dynamics + Unitree + Sharpa research-tier; Apptronik aggregator-inflated (primary brain is Gemini); Figure is competitor not deployment. Entity scope: GR00T model line specifically; NOT NVIDIA's broader physical-AI strategy (Isaac Sim + Cosmos + Project GR00T + Jetson). How DEPLOY verifies →

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NVIDIA registry entityGR00T N1 registry brainPhysical Intelligence explainer (foundation-model-for-robotics)Brain-providers cluster

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