COG / RESEARCH

About COG

Collaborative Orchestration Governance

COG is dedicated to research in foundational AI theory, operating mechanisms, engineering methods, and foundational theories of cognition relevant to AI.

We study how intelligent capabilities form and develop, how humans and AI collaborate, and how verifiable mechanisms and engineering methods turn AI capabilities into reliable delivery of complex tasks.

K / S / C

Knowledge · Structure · Constraints

Core author

Liu Ming

Beijing

erran@ideavalue.org

01 / RESEARCH AREAS

Research areas

Foundational theory

The structure of intelligent capabilities, and the definitions and development of AGI and ASI.

Operating mechanisms

Capability evolution, human–AI collaboration, and audit and verification mechanisms.

Engineering methods

Search-space governance, evaluation, and reliable delivery of complex tasks.

Foundational cognitive theory

Knowledge, structure generation, constraints, and cognitive differences between humans and AI.