Descartes-10 Continuity Capsule Protocol: A Public Overview of Governed State Continuity for AI-Assisted Workflows

The central risk in long-running AI-assisted workflows is not merely forgetting, but uncontrolled remembering. Existing systems often treat memory, transcript replay, and compressed summaries as benign continuity mechanisms, yet these mechanisms can silently carry forward obsolete assumptions, unstable context, or distorted intent. The Descartes-10 Continuity Capsule Protocol (D10-CCP) proposes a governed continuity-capsule architecture that separates stable context, active state, discarded history, operator profile, and continuity invariants, allowing prior context to support resumption without silently mutating present action. This document publicly discloses the protocol’s architecture, central principle, and intended scope in order to establish authorship and priority, while expressly withholding the canonical schema, validator logic, conformance suite, domain-pack specification, implementation evaluation notes, and broader Descartes-10 governance spine.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-04-28
DOI
https://doi.org/10.5281/zenodo.19842997
Primary Topic
Scientific Computing and Data Management
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Descartes-10 Continuity Capsule Protocol: A Public Overview of Governed State Continuity for AI-Assisted Workflows

Maxime Obongono
Zenodo (CERN European Organization for Nuclear Research)
Scientific Computing and Data Management
article

Descartes-10 Continuity Capsule Protocol: A Public Overview of Governed State Continuity for AI-Assisted Workflows

Maxime Obongono
article en

Abstract

The central risk in long-running AI-assisted workflows is not merely forgetting, but uncontrolled remembering. Existing systems often treat memory, transcript replay, and compressed summaries as benign continuity mechanisms, yet these mechanisms can silently carry forward obsolete assumptions, unstable context, or distorted intent. The Descartes-10 Continuity Capsule Protocol (D10-CCP) proposes a governed continuity-capsule architecture that separates stable context, active state, discarded history, operator profile, and continuity invariants, allowing prior context to support resumption without silently mutating present action. This document publicly discloses the protocol’s architecture, central principle, and intended scope in order to establish authorship and priority, while expressly withholding the canonical schema, validator logic, conformance suite, domain-pack specification, implementation evaluation notes, and broader Descartes-10 governance spine.

Zenodo (CERN European Organization for Nuclear Research)
Peace, Justice and strong institutions
Openalex Percentile: Top 3%
Scientific Computing and Data Management
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.