distributed-cognition

Personal agency system

Foundational doctrine establishing the principles behind the Neurotransparency governance framework.

Multipath derivation of a formal algebraic framework — the Algebra of Four-Fold Distinction — which is then applied across physics, cognition, and AI alignment. Includes technical and subjective narratives.

Official repository for The Lucien Mirror — a bilingual preprint on Recursive Constraint Configuration and human–AI interactional continuity. DOI: 10.5281/zenodo.21512846

A distributed cognitive architecture for Multi-GPT systems, integrating semantic decomposition, memory, analysis, structural integration, verification, boundary control, human-language translation, human review, and structural rumination.

RSPS: Recursive Sovereign Project Space — six-node multi-model cognitive architecture. Five-axis routing, CMCP provenance protocol, chi=1 mortal asymmetry.

ATLAS NEXUS — Distributed cognitive architecture for better decisions, faster execution, and continuous learning. Built as a coalition of complementary agents + infrastructure. Not an assistant. A system.

Studying how clinical cognition transforms in distributed human-AI healthcare systems.

This framework defines the balance point between converging and diverging knowledge in multi-agent systems. It supports adaptive learning and consistent cooperation in distributed cognition. このフレームワークは、多エージェント環境における知識の収束と拡散の均衡点を定義します。分散認知における適応学習と一貫した協調を支援します。

This framework defines the balance point between converging and diverging knowledge in multi-agent systems. It supports adaptive learning and consistent cooperation in distributed cognition. このフレームワークは、多エージェント環境における知識の収束と拡散の均衡点を定義します。分散認知における適応学習と一貫した協調を支援します。

Distributed Cognition Fear Bypass — theoretical framework establishing that intelligence distributes across human-AI systems and the unit of analysis must shift from the individual to the field.

Shared Substrate — a discipline for sustained human–AI coupling on complex problems: layered external memory, verification oracles per abstraction layer, observability feedback loops, human-governed agent execution.