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Physical AI: Concepts, Techniques, and Challenges

The companion website for the forthcoming monograph by the Physical Intelligence Team, Shanghai AI Laboratory.

Website

About the book

The monograph develops a unified view of Physical AI: artificial systems that perceive, model, and act upon the physical world through continuous feedback under real-world constraints. It connects foundations in physics, control, cognition, learning, and reasoning with perception, data, world models, embodied foundation models, physical agents, and hardware–software systems.

The forthcoming monograph contains 12 chapters in three parts:

Part Chapters Scope
I. Overview and Foundations 1–2 Definitions, boundaries, and technical foundations
II. Methodology 3–9 Perception, data, world models, manipulation, motor control, agents, and systems
III. Future Outlook 10–12 General physical intelligence, evaluation, safety, governance, and development strategies

The website includes the book introduction, a three-part expandable table of contents, 12 chapter overview pages, publication updates, author information, companion resources, contact information, and a provisional citation. An original concept cover is included. The manuscript is not yet publicly released: the overview pages contain outlines and a publication notice, with manuscript access disabled until release.

Development

Requires Node.js 20.9+ and pnpm. The pnpm version is specified in package.json.

pnpm install --frozen-lockfile
pnpm dev

Open the local URL printed by Next.js.

pnpm typecheck
pnpm build

The static export is generated in out/. The GitHub Pages workflow is in .github/workflows/deploy-pages.yml; it configures the deployment base path automatically.

Updating content

Content Location
Book information, cover configuration, resource links, and citation src/data/project-page.ts
Parts, chapters, sections, and page numbers src/data/contents.json
Chapter introductions and future public reading URLs src/data/reading.ts
Chapter overview pages src/app/chapters/[chapter]/page.tsx
Publication updates page src/app/read/page.tsx
Optional click-event integration src/lib/analytics.ts
Unreleased manuscript (local only, excluded from Git and deployment) reference/private-manuscript/
Cover artwork and book figures public/images/monograph/
Page sections and layout src/components/research-page/
Theme and responsive styles src/app/globals.css

The current concept cover is in public/images/monograph/cover-v2.png. To replace it with final artwork, place the new image in the same directory and update bookCover.src, its dimensions, and alternative text in src/data/project-page.ts. The existing hover interaction and mobile placement apply to the replacement automatically.

All public reading destinations in publicationLinks (src/data/reading.ts) are currently null. After release, set book to the public monograph URL and the relevant chapters entries to their public arXiv or publisher URLs. The chapter overview routes remain stable, and their access buttons enable only when a URL has been supplied. Keep unpublished PDFs outside public/; reference/ is ignored by Git and is not part of the site export. The manuscript extraction script reads the local copy under reference/private-manuscript/.

Unavailable resource links use href: null. Add their URLs and labels when the materials are ready. Publisher, publication date, and purchase link are configured in projectInfo. The table of contents displays one column per part on desktop and one column on smaller screens. Chapter titles open overview pages; the rest of a chapter row expands or collapses its sections.

Set contactInfo.email in src/data/project-page.ts to enable the InternRobotics email link. While it is null, the site displays an email placeholder without a fabricated address.

Click-event integration

Analytics is a placeholder and is disabled by default (analyticsConfig.enabled: false in src/lib/analytics.ts). No analytics provider, network collection, shared click counter, or browser storage is enabled.

The navigation uses TrackedLink and defines chapter_open, reading_open, and publication_open events. When a provider is selected, connect a listener to the physicalai:analytics browser event and enable the configuration. Its detail contains name and parameters, including the chapter ID and entry point; publication events also include the public destination. Aggregate counts must come from the chosen provider. Event failures do not block navigation.

Citation

@misc{physicalai2026monograph,
  title  = {Physical AI: Concepts, Techniques, and Challenges},
  author = {{Physical Intelligence Team, Shanghai AI Laboratory}},
  year   = {2026},
  note   = {Forthcoming; manuscript not yet publicly released}
}

The citation will be updated when final publication details are available.

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