Research & provenance

Arguments should have a visible trail.

QAEDA uses long-form research as input, not as an oracle. This page shows which dossiers informed which public arguments, where an external standard is being used, and where editorial synthesis begins.

Direct answer: QAEDA preserves full research reports as source evidence, publishes shorter synthesis essays, marks standards references separately, and treats current or high-stakes factual claims as verify-before-publish rather than inheriting them automatically from a report.

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.

Report → public synthesis

The research map

Thirty-three supplied dossiers currently inform the public research layer. The full source bodies stay in protected project memory; these summaries explain how they are used, where the reports disagree, and where QAEDA deliberately narrows a source thesis before publication.

Source report 01

Cognitive Rebellion Research Report

Used for cognitive liberty, epistemic autonomy, propaganda-versus-persuasion distinctions, censorship, surveillance chilling effects, mental privacy, and AI as a cognitive intermediary.

Source report 02

The Rebel Archetype Analysis

Used for the Promethean-versus-throne-seeking distinction and the idea that liberation should be judged by whether capability is dispersed or simply recaptured by a new elite.

Source report 03

Post-Revolutionary System Replication

Used for the replication test: emergency-power persistence, oligarchic drift, personality cults, protected dissent, minority rights, due process, and peaceful loss of power.

Source report 04

Counterpower and Parallel Institutions

Used for exit, pluralism, subsidiarity, voluntary association, digital sovereignty, open technology, and warnings that decentralized alternatives can still become opaque oligarchies.

Source report 05

Asymmetric Power And Rebellion Research

Used for a multidimensional model of power: legitimacy, informational control, networks, agenda-setting, cultural framing, cooperation, and the importance of nonviolent mass participation.

Source report 06

Ethics of Resistance Research

Used for the distinction between legality and morality, civilian immunity, rejection of collective guilt and terrorism, proportionality, and the project’s preference for nonviolent civic action.

Source report 07

Comprehensive Rebellion Theory Research

Used as a cross-report synthesis for legitimacy, grievance, counterpower, organizational capture, nonviolent resistance, institutional breakdown, and the final distinction between replication and liberation.

New research intake

Provenance under pressure

The latest ten reports add two kinds of value: better evidence about Russian anti-war rhetoric and repression, and a useful demonstration of how dramatic phrases can become over-attributed when later synthesis outruns primary-source provenance.

Source cluster 08–12

“Rebel or Die” and slogan provenance

Five reports examine the phrase’s genealogy, Agnes Smedley attribution, Russian anti-war usage, and the ethics of existential rhetoric. The source set contains a real conflict: some earlier analyses treat “Rebel or Die” as an underground Russian slogan, while later provenance-focused work could not verify movement-level use. QAEDA preserves both and treats the provenance-focused correction as the public-facing evidentiary baseline.

Reports: “Rebel or Die”? Tracing a Putative Russian Anti-War Slogan; “It Is Either Rebel or Die…”; Rebellion Quote Origin Analysis; Russian Anti-War Slogan Analysis; Russian Anti-War Resistance Slogan.

Source cluster 13–15

Mobilization, dissent, and repression in Russia

Three reports distinguish peaceful dissent, mobilization resistance, emigration, legal avoidance, family activism, state coercion, and a smaller destructive fringe. Public synthesis stays at the historical, ethical, and institutional level and does not reproduce operational sabotage methods.

Reports: Russian Resistance to Mobilization and Draft Evasion; Russian Anti-War Violence and Repression; Asymmetric Resistance, State Repression, and Reciprocal Proxy Sabotage.

Source cluster 16–17

“Orange Revelation” and entity resolution

Two reports approach the phrase differently. One performs careful string forensics and finds multiple unrelated referents; the other deliberately generalizes “orange revelation” into an interdisciplinary metaphor. QAEDA uses the tension as a case study in pattern hunger: metaphor can be generative without becoming historical proof.

Reports: The “Orange Reve” / “Orange Revelation” Investigation; The Epistemology of the “Orange Revelation.”

AI-era cognitive-liberty intake

From principle to architecture.

Sixteen new reports extend the cognitive-liberty work from general agency into search privacy, user profiling, safety architecture, child protection, institutional ratchets, discoverability, and reproducible auditing. The public synthesis keeps strong claims narrow and labels methodology as methodology rather than pretending it is already an external standard.

Source cluster 18–20

The mind as a rights surface

Three reports develop cognitive liberty as mental self-determination in an environment where AI, behavioral data, and neurotechnology can infer or shape internal states. QAEDA uses them for the broader forum-internum argument while treating legal scope and “defining struggle” claims as thesis-level rather than settled doctrine.

Reports: AI Era Cognitive Liberty Research; Cognitive Liberty in AI Age; Cognitive Liberty Defense Strategy.

Source cluster 21–23

Search privacy, profiling, and the chilling effect

These reports examine query intent classification, search-log sensitivity, behavioral profiling, and evidence that perceived surveillance can alter lawful information-seeking. Public synthesis distinguishes immediate relevance inference from persistent character or risk profiling.

Reports: AI Search User Profiling Analysis; Search Privacy Legal Frameworks; Surveillance and Epistemic Conformity.

Source cluster 24–25

Lawful inquiry and proportional safeguards

Two reports argue that controversial knowledge remains a legitimate object of study while safety intervention should focus on demonstrable harm and dangerous capability. QAEDA adopts the presumption of non-suspicion for lawful inquiry without treating every form of assistance as harmless.

Reports: Cognitive Liberty and AI Safeguards; Safety And Cognitive Liberty Framework.

Source cluster 26

Safety without surveillance

The architecture report surveys privacy-preserving relays, private retrieval, aggregate telemetry, differential privacy, anonymous credentials, and on-device processing. QAEDA presents these as design families that can reduce raw centralized logging, not as magic or universally interchangeable solutions.

Report: Privacy-Preserving Safety Architectures.

Source cluster 27–29

Emergency powers, ratchets, and adversarial review

Historical comparison identifies function-creep risks, but the strongest adversarial report explicitly rejects inevitability and rejects treating all safety controls as surveillance. The public baseline is therefore a least-restrictive, evidence-of-efficacy test rather than a blanket anti-safety stance.

Reports: Expansion Ratchet In AI Safety; Surveillance History And AI Governance; The Safety Poison Pill Thesis: A Full Adversarial Investigation.

Source cluster 30–32

Auditability, actor maps, and discoverability

Three reports move from critique to measurement: ten audit categories, an evidence-separated actor/capability map, and a proposal for due process around algorithmic discoverability. QAEDA converts these into an experimental public audit methodology, not an external certification.

Reports: Cognitive Liberty Audit Framework; Cognitive Liberty Risk Actor Map; AI System Website Evaluation Research.

Cross-cluster

Gatekeeping and epistemic due process

The search-profiling, website-evaluation, and audit reports converge on a procedural question: when automated systems impose sustained consequential restrictions, can an affected user or publisher understand the reason and seek meaningful correction?

Source report 33

Minors, protection, and confidential inquiry

The minors report distinguishes developmental vulnerability from the need for growing autonomy. QAEDA’s synthesis focuses on protecting young people from exploitative push systems while preserving confidential pull-based inquiry and preferring age attributes over universal identity linkage where feasible.

Report: Cognitive Liberty for Minors.

2026 censorship intake · QAEDA-SRC-034–065

Censorship, information rights & resilient access

Thirty-two new protected dossiers extend the research layer across censorship mechanisms, reader privacy, democratic drift, archives and historical memory, financial and identity chokepoints, translation, personalized ranking, network sovereignty, journalism, education, and AI-mediated information access. Public synthesis is mechanism-first: it distinguishes state prohibition, private editorial choice, indirect pressure, visibility systems, surveillance, and infrastructure dependencies instead of labeling them all as one act.

Source cluster 34–41

Access, archives, journalism & wartime limits

These reports examine resilient archives, uncensored network design, journalism under censorship, wartime secrecy, reader privacy, financial pressure, and political humor. Public synthesis separates preservation from universal public release and targeted operational secrecy from open-ended national-security claims.

Source cluster 42–51

Education, identity, Russia & democratic drift

The cluster covers educational censorship, identity requirements, Russian information access and infrastructure, censorship drift in democracies, historical record control, diaspora preservation, global censorship history, and early-warning indicators. Current Russian implementation details remain freshness-sensitive.

Source cluster 52–59

Speech rules, psychology, industry & translation

These reports compare speech-regulation thresholds, psychological effects of censorship, censorship-technology markets, sovereignty models, resistance history, AI-regulation risks, and translation as an access boundary. QAEDA treats legal regimes and private moderation as distinct unless evidence shows coercion or delegated state power.

Source cluster 60–65

Algorithmic, conversational & AI-mediated control

The final cluster examines algorithmic suppression, corporate-versus-government distinctions, surveillance of private conversation, global cognitive-liberty frameworks, personalized censorship, and training-data filtering. Capability is not treated as proof of provider motive; training-data selection and post-training behavior remain separate stages.

Standards reference

Cognitive liberty has a public anchor.

The UAIX Cognitive Liberty Charter Draft explicitly frames lawful inquiry, adult agency, persona integrity, no covert rewrite, mental privacy, transparent boundaries, least-restrictive safeguards, review, provenance, and public accountability as first-class principles. QAEDA uses it as a standards reference while retaining its own editorial language and conclusions.

01Source persona and source evidence remain distinguishable from transformations.
02Real boundaries are stated outside the preserved source rather than hidden as covert rewrites.
03High-impact edits require rationale and correction paths where feasible.
04Safeguards should address concrete risk without becoming blanket viewpoint control.

Claim-level verification

Research themes are not evidence statuses.

The public claims ledger extracts consequential propositions from the research layer and labels them individually as verified, supported, qualified attribution, unverified, or editorial inference.

AEO quick answers

Research questions

Does QAEDA treat “Rebel or Die” as a verified Russian anti-war slogan?

No. The latest provenance-focused reports could not verify movement-level use of the phrase or obvious Russian equivalents. QAEDA therefore treats it as an interpretive gloss unless a dated primary artifact emerges.

Are the source reports published directly on QAEDA.org?

No. The deployment package preserves them as protected project memory, while the public site publishes source-aware summaries and essays. This avoids making internal working material the same thing as edited publication.

Why not simply trust the bibliography inside a report?

Because a bibliography establishes where a report looked, not that every claim is correct, current, or represented fairly. Consequential claims still need source-level verification.

Can QAEDA revise a synthesis without deleting the original research?

Yes. That is a design goal. Durable source reports remain preserved, while public interpretations and memory summaries can be corrected with provenance.