Universal Cognitive Schema (UCS): An Open Standard for Portable AI Identity

The Universal Cognitive Schema (UCS) is an open, versioned, platform-agnostic data standard for representing a person's accumulated AI interaction profile across seven core dimensions: persona, expertise map, project graph, preference corpus, interaction patterns, trust boundaries, and temporal context. UCS addresses a structural gap in the AI landscape — no platform has incentive to build user-owned cognitive portability, so no neutral standard exists. This specification defines the schema, fidelity scoring model, zero-knowledge architecture principles, and selective disclosure design. Developed using a human-led agent-mesh methodology. GitHub: https://github.com/XwhyZ-WHYLD/universal-cognitive-schema

Authors

Institutions

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-04-12
DOI
https://doi.org/10.5281/zenodo.19533332
Primary Topic
Persona Design and Applications
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Universal Cognitive Schema (UCS): An Open Standard for Portable AI Identity

Thomas Roshan George
Zenodo (CERN European Organization for Nuclear Research)
Persona Design and Applications
article

Universal Cognitive Schema (UCS): An Open Standard for Portable AI Identity

Thomas Roshan George
article en

Abstract

The Universal Cognitive Schema (UCS) is an open, versioned, platform-agnostic data standard for representing a person's accumulated AI interaction profile across seven core dimensions: persona, expertise map, project graph, preference corpus, interaction patterns, trust boundaries, and temporal context. UCS addresses a structural gap in the AI landscape — no platform has incentive to build user-owned cognitive portability, so no neutral standard exists. This specification defines the schema, fidelity scoring model, zero-knowledge architecture principles, and selective disclosure design. Developed using a human-led agent-mesh methodology. GitHub: https://github.com/XwhyZ-WHYLD/universal-cognitive-schema

Zenodo (CERN European Organization for Nuclear Research)
X-Fab (Germany) (DE)
Openalex Percentile: Top 20%
Persona Design and Applications
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.