distributed-cognition

a practice for thinking things into existence

Foundational doctrine establishing the principles behind the Neurotransparency governance framework.

taking k4 analytics into relevant places and domains. seed-bank language. human concepts. an un-collapsed research engine running in live suspension, not a set of tentative preprints auditioning for journal acceptance. solid math and physics bets for sardinia to adjucate.

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

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.

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。

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

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.

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

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.

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。

Noesis — the act of thinking made operable: deterministic + LLM-assisted externalized metacognition with an IEV precision gate (w = αR + βV + γP − δK ≥ θ). Admits into thought only what preserves intent and raises verified precision. Not AGI, not therapy.

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.