Introducing Nobilum: How the Brand, CCA Research, and Forge Relate
Nobilum is an AI brand under QiuXu Technology. CCA is a cognitive architecture research direction, and Forge is a product exploration for personal computer tasks. The three are related, but each has its own goals and validation requirements.
Figure:Relationship diagram; it does not indicate delivered capabilities.
Brand and research
Nobilum brings together exploration of different directions in intelligence. It shares the parent brand QiuXu’s principle, “We are the purpose”: the exploration of intelligence ultimately serves human purposes. Whether particular research and products meet their aims still needs to be shown by their respective evidence.
CCA studies cognitive architecture within an intelligent model itself. Its research concerns a continuing subject, the division of cognitive roles, and the connections among cognition, action, feedback, and learning. Capability reuse, independent upgrades, and on-demand computation are research goals, not demonstrated performance advantages.
Model families and historical prototypes
Silver, Gold, Platinum, and Palladium are Nobilum’s four model-family names. Their respective directions are on-device and personal use, mainstream general-purpose tasks, complex tasks, and frontier experiments. They are not a performance ranking. According to public information checked on 2026-10-28, all four remain in research and planning, with no available release.
Historical engineering prototypes have separate stage records: Foundation/C0 has been implemented, and C1 passed acceptance within a limited stage. These records concern only their stated objects and scope. They do not establish that the four commercial families are ready, or replace theoretical review of complete V3.
Product exploration and current status
Forge is intended for personal computer tasks. Its public workflow proposal covers needs, planning, user confirmation, execution, and review. According to the same set of public information, it is in product design and prototyping and has not been commercially released; an interface prototype does not mean features have been delivered. The Nobilum API platform is not yet open either.
CCA’s theoretical research is related to these product and prototype directions, but each requires separate validation. In the scientific snapshot as of 2026-10-27, CCA’s core semantics and complete V3 had not passed the relevant acceptance review. Historical R1 is the frozen specification for the earlier V2; it does not establish the current V3. The project will continue to distinguish vision, stage results, and actual availability.
Forge はパソコン上のタスクを対象とし、公開された流れの構想には、要望、計画、利用者の確認、実行、振り返りが含まれます。同じ公開情報では、Forge は製品設計・試作段階で、商用リリースはされていません。画面の試作は機能の提供完了を意味しません。Nobilum API プラットフォームも未公開です。
