Brain
Generalist AI's second-generation physical foundation model. Demonstrated 99% reliability on diverse tasks, execution up to 3x faster than prior state of the art, complex new physical skill learning, and emergent improvisational intelligence. Trained from scratch — goes beyond VLAs and world models. Supports broad range of end effectors.
Foundation model · Maturity: Pilot · Closed
Machine-readable surfaces
- Markdown mirror: /brains/gen-1.md
- RSS feed: /brains/gen-1/feed.xml
- JSON-LD: embedded in this page’s head
- REST API: /v1/brains/f08551f6-2cd5-436c-b483-87766bf3a316
- Revision history: /brains/gen-1/history
- Data documentation: /data
- Query this programmatically: Deploy MCP
Architecture
Physical foundation model trained from scratch on real-world data at scale
Developed by (1)
Common questions
What is GEN-1?
Generalist AI's second-generation physical foundation model. Demonstrated 99% reliability on diverse tasks, execution up to 3x faster than prior state of the art, complex new physical skill learning, and emergent improvisational intelligence. Trained from scratch — goes beyond VLAs and world models. Supports broad range of end effectors.
Who developed GEN-1?
GEN-1 is credited to Generalist AI on the DEPLOY registry. Each developer attribution is verified via primary sources.
Is GEN-1 open source?
No. GEN-1 is recorded as proprietary on the DEPLOY registry. Model weights and source are not publicly available.
What type of AI is GEN-1?
GEN-1 is a foundation model, built on a Physical foundation model trained from scratch on real-world data at scale architecture on the DEPLOY registry.
What is GEN-1's maturity stage?
GEN-1 is at the pilot stage on the DEPLOY maturity ladder. Pilot stage means at least one named-customer trial deployment is verified.
Which robots run on GEN-1?
No robot models on the DEPLOY registry are recorded as running GEN-1. DEPLOY wires brain-to-model connections only when the wiring is verifiable from primary sources; absence may reflect pre-deployment or unverified manufacturer claims.
Methodology: Unreviewed · no sources on file · last reviewed 2026-08-09
Verification posture
Unreviewed
Low confidence
Review state
Stable
Last reviewed 2026-08-09
Maturity + lifecycle
Maturity stage: pilot
The framework is documented at /methodology. Corrections at /corrections. Reviewer: DEPLOY editorial team.
Methodology surface for GEN-1.Canonical ID f08551f6-2cd5-436c-b483-87766bf3a316