Four provenance layers
- 1. Source report
- A supplied long-form research dossier. It may contain valuable synthesis, contested interpretation, citations of mixed quality, or claims that later become stale.
- 2. Editorial synthesis
- QAEDA’s public argument derived from one or more reports. Compression is explicit: the essay is not represented as a complete reproduction of its source.
- 3. Standards reference
- An external canonical document used for a defined implementation or governance principle. For cognitive liberty, QAEDA references the public UAIX Cognitive Liberty Charter Draft.
- 4. Verification layer
- Current, high-stakes, quantitative, legal, scientific, or otherwise consequential factual claims should be checked against authoritative evidence before being treated as settled public fact.
Why preserve the reports?
Summaries are useful but lossy. Preserving the full research inputs lets future editors or agents inspect context, disagreements, caveats, bibliography quality, and claims that were intentionally excluded from public copy. The project memory therefore stores durable reports separately and uses pointer records rather than turning a compressed summary into the only surviving version.
Why provenance matters for cognitive liberty
A system that gives conclusions without exposing where they came from asks the reader to substitute trust for inspection. Provenance does not guarantee truth, but it makes correction possible. The same principle applies to AI memory: source identity and source evidence should remain distinguishable from transformations, runtime limits, receiver variance, and editorial interpretation.
Research involving rebellion and political violence
Some source dossiers analyze rebellion, force, asymmetric power, and political violence. QAEDA uses those materials to examine legitimacy, institutional failure, nonviolent civic power, civilian immunity, and post-victory safeguards. It does not convert them into tactical instructions for violence, weapons, sabotage that endangers people, evasion, or attacks on civilians.
Machine-readable companions: research.json maps research themes to public synthesis routes, while knowledge.json connects public principles, essays, and provenance themes. External standards reference: UAIX Cognitive Liberty Charter Draft.