# Scale AI **Entity class:** AI infrastructure company **Ontology status:** Ecosystem seed **As of:** 2026-09-28 ## Definition **Scale AI** is an AI infrastructure company represented in NVIDIA's official launch ecosystem for the [[wiki/NVIDIA Open Agent Safety Platform|NVIDIA Open Agent Safety Platform]]. This node establishes the participant's canonical identity and platform relationship before the planned deeper organization research phase. ## NVIDIA Open Agent Safety Platform relationship Scale AI appears in the 107-logo ecosystem graphic published by NVIDIA on September 28, 2026. The graphic confirms inclusion in the launch ecosystem but does not, by itself, establish a contract, production deployment, engineering contribution or uniform adoption status. NVIDIA states that Scale AI is incorporating platform technologies into the agentic infrastructure layer of Scale GenAI Portfolio. ## Relationships - **article-linked mechanism or framework:** [[wiki/Crowd Annotation|Crowd Annotation]]. - **article-linked implementation or program:** [[wiki/Thunderforge|Thunderforge]]. - **article-linked institution or supplier:** [[wiki/Defense Innovation Unit|Defense Innovation Unit]]. - **collection route:** [[collections/The Civilian Intelligence Marketplace|The Civilian Intelligence Marketplace]]. - **counterterrorism architecture:** [[collections/Terrorism, Counterterrorism, and the Intelligence Environment|Terrorism, Counterterrorism, and the Intelligence Environment]]. - **source article:** [[articles/The Coming Market for Civilian Spycraft|The Coming Market for Civilian Spycraft]]. - **ecosystem:** [[wiki/NVIDIA Open Agent Safety Platform|NVIDIA Open Agent Safety Platform]]. ## Related Articles - [[articles/Safety Discourse Is Transition Discourse|Safety Discourse Is Transition Discourse]] — places this node within the managed transition from concentrated machine advantage to governed public agent deployment. ## Sources / Provenance - [NVIDIA — Open Agent Safety Platform](https://www.nvidia.com/en-us/solutions/ai/agent-safety/) — official ecosystem graphic. - [NVIDIA Newsroom — platform launch, September 28, 2026](https://nvidianews.nvidia.com/news/open-agent-safety-platform) — launch context and any specifically named role above. **Research status:** Platform participation is confirmed; the broader organization profile remains intentionally bounded for the next research phase. ## Civilian intelligence marketplace Data and AI company whose marketplace background connects human annotation with operational model development. The article places Scale in the Thunderforge military-planning program with Anduril and Microsoft. The task board recruits work, the sensor board recruits coverage, the commission board recruits qualified capability, and the agent board recruits executable workflows. A client engages a prime, the prime organizes contributors, and the resulting product returns to a model, operational center, or case. The boards make the market’s vocabulary and entry roles legible. ### Marketplace sources - [[articles/The Coming Market for Civilian Spycraft#XIV. The Board Already Exists|The Coming Market for Civilian Spycraft — XIV. The Board Already Exists]] — October 2026 revision; immediate source for this entry’s place in the marketplace. - [The Intercept, Google Hired Gig Economy Workers to Improve Artificial Intelligence in Controversial Drone-Targeting Project (February 4, 2019).](https://theintercept.com/2019/02/04/google-ai-project-maven-figure-eight/) - [Gizmodo, California App Maker Turns Overseas Gig Workers Into Intelligence-Gathering Military Assets (June 25, 2021; reporting The Wall Street Journal).](https://gizmodo.com/california-app-maker-turns-overseas-gig-workers-into-in-1847174853) - [Jack Poulson, Premise Data Confirms Secret Military and Intelligence Contracts in Court Filing (2023).](https://jackpoulson.substack.com/p/premise-data-confirms-secret-military) ## Connected marketplace roles The source article connects this entry with [[wiki/Crowd Annotation|Crowd Annotation]], [[wiki/Defense Innovation Unit|Defense Innovation Unit]], [[wiki/Thunderforge|Thunderforge]]. These routes locate the associated people, implementations, methods, and operational contexts in [[articles/The Coming Market for Civilian Spycraft|The Coming Market for Civilian Spycraft]]. **Collections:** [[collections/The Civilian Intelligence Marketplace|The Civilian Intelligence Marketplace]] · [[collections/Terrorism, Counterterrorism, and the Intelligence Environment|Terrorism, Counterterrorism, and the Intelligence Environment]].