Physical Intelligence develops general-purpose robot-control models and learning methods. Its research and partner materials connect the pi model family to manipulation applications while explicitly retaining human intervention in some deployed workflows.
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 · 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.
The company publishes robot-control models and related work on action tokenization, memory and learning. Each model revision needs its own access and benchmark record.
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 · 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.
Partner applications
The company’s physical-intelligence-layer article contains first-hand accounts from Weave and Ultra. These are more specific than a generic demo, but must retain their task and hardware context.
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 · 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.
Operational boundary
The partner account explicitly describes people intervening when the model encounters difficulty. This is useful deployment evidence without implying that the workflow is intervention-free.
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 · 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 · 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 · 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 · 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 · 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 · 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 · 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 · 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 · 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 · 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 · 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.
What this evidence does not establish
The bare homepage returned an error; a currently indexed official URL and official partner article were read.
General-purpose is a research aim, not proof of universal robot compatibility.
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.
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 · 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 · 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 · 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 · 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 · 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 · 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 · 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 · 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 · 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 · Stated target application; does not establish a paid deployment.
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 · 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 · Stated target application; does not establish a paid deployment.
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.
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.
Physical-Intelligence · Repository · Publication date not disclosed · Source accessed 2026-09-28
License: Apache-2.0 code; Gemma and other component terms apply separately. Factual summary and attribution only; no upstream prose, images, weights, or dataset redistributed.
Official README inspected live. Repository code terms do not automatically cover model weights, data, or third-party assets.