Vision-language-action

Physical Intelligence π0.7

A steerable generalist robotic foundation model documented in a named Physical Intelligence research paper.

Source contextPrimary specCompany claimReviewed
Sources 1
π0.7 original research paper

Physical Intelligence · Published 2026-04-16 · Source accessed 2026-09-28

Reviewed recordLast reviewed 3 sources ↗6 sourced fields

Architecture and scope

The paper studies multimodal context conditioning: prompts include task instructions, performance metadata and subgoal images to steer how a task is executed. Its training mix can include demonstrations, failed autonomous behavior and non-robot data.

Source contextPrimary specCompany claimReviewed
Sources 1
π0.7 original research paper

Physical Intelligence · Published 2026-04-16 · Source accessed 2026-09-28

Access and reproducibility

Public technical paper; public checkpoint access not verified. Record the exact checkpoint, embodiment and data normalization when reproducing a policy.

Source contextPrimary specCompany claimReviewed
Sources 1
π0.7 original research paper

Physical Intelligence · Published 2026-04-16 · Source accessed 2026-09-28

Interpretation

Publication establishes a research model, not a commercially supported downloadable deployment.

Source contextPrimary specCompany claimReviewed
Sources 1
π0.7 original research paper

Physical Intelligence · Published 2026-04-16 · Source accessed 2026-09-28

Model identity

Developer
Physical Intelligence
Primary specReviewed
Sources 1
π0.7 original research paper

Physical Intelligence · Published 2026-04-16 · Source accessed 2026-09-28

Exact version / scope
π0.7; arXiv:2604.15483v2
Primary specReviewed
Sources 1
π0.7 original research paper

Physical Intelligence · Published 2026-04-16 · Source accessed 2026-09-28

Category
Vision-language-action
Primary specReviewed
Sources 1
π0.7 original research paper

Physical Intelligence · Published 2026-04-16 · Source accessed 2026-09-28

Access model
Public technical paper; public checkpoint access not verified
Primary specReviewed
Sources 1
π0.7 original research paper

Physical Intelligence · Published 2026-04-16 · Source accessed 2026-09-28

License
Not publicly disclosed

Inputs, outputs & embodiment

Inputs
Language instructions, multimodal context, performance metadata and subgoal images
Primary specReviewed
Sources 1
π0.7 original research paper

Physical Intelligence · Published 2026-04-16 · Source accessed 2026-09-28

Outputs
Not publicly disclosed
Embodiment
Not publicly disclosed

Implementation & training

Compute
Not publicly disclosed
Training-data disclosures
Demonstrations, autonomous behavior including failures, and non-robot sources
Company claimReviewed
Sources 1
π0.7 original research paper

Physical Intelligence · Published 2026-04-16 · Source accessed 2026-09-28

Integrations
Not publicly disclosed

Reported benchmark results

Context before scores. Results from different benchmarks are not directly comparable. A simulation result does not establish real-world reliability, safety or commercial availability.
No result meets our complete revision and methodology requirements for this record yet. Inspect the original benchmark documentation before comparing published scores.

What this evidence does not establish

  • Publication establishes a research model, not a commercially supported downloadable deployment.
  • Commercial price and operational support terms were not verified.

Relationships & deployments

Related reading is an editorial crosslink. Sourced connections describe relationships reported in the cited material. A link to a versioned profile does not establish compatibility with that version unless the connection note explicitly identifies it.

develops
Physical Intelligence → Physical Intelligence π0.7
Sources 2
Physical Intelligence — official portfolio and company information

Physical Intelligence · Publication date not disclosed · Source accessed 2026-09-28

Official-source text was reviewed through live web search/open output; some direct page fetches were sparse or blocked. Stored claims are limited to the inspected primary text. Recheck page rendering during the next source audit.

Physical Intelligence — partner accounts and deployment limitations

Physical Intelligence · Publication date not disclosed · Source accessed 2026-09-28

Official-source text was reviewed through live web search/open output; some direct page fetches were sparse or blocked. Stored claims are limited to the inspected primary text. Recheck page rendering during the next source audit.

Connection reviewed 2026-09-28

develops
Physical Intelligence → Physical Intelligence π0.7
Sources 1
π0.7 original research paper

Physical Intelligence · Published 2026-04-16 · Source accessed 2026-09-28

Connection reviewed 2026-09-28

Curated comparisons

Record history & verified changes

A research review records when we checked a source. It does not mark a product launch or a new deployment.

Initial reviewed record. No subsequent field change has been recorded.

Inspect the evidence

Sources & evidence

co-physical-intelligence
Physical Intelligence — official portfolio and company information

Physical Intelligence · Official spec · Publication date not disclosed · Source accessed 2026-09-28

Factual summary and attribution only; no upstream prose or dataset redistributed.

Official-source text was reviewed through live web search/open output; some direct page fetches were sparse or blocked. Stored claims are limited to the inspected primary text. Recheck page rendering during the next source audit.

co-physical-intelligence-2
Physical Intelligence — partner accounts and deployment limitations

Physical Intelligence · Official spec · Publication date not disclosed · Source accessed 2026-09-28

Factual summary and attribution only; no upstream prose or dataset redistributed.

Official-source text was reviewed through live web search/open output; some direct page fetches were sparse or blocked. Stored claims are limited to the inspected primary text. Recheck page rendering during the next source audit.