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SOURCE TRACEABILITY / EVIDENCE CONNECTIONS

AI PSYOPS Evidence Register

Trace the research reports, peer-reviewed studies, official records, legal materials, threat reporting, and investigations used across the twelve-category AI PSYOPS taxonomy.

Browse the register Compare cases and experiments Review the evidence standards Open the research glossary
58 unique sources 377 evidence connections Evidence cutoff: 2026-07-27 Bilingual parity validated: 2026-07-27

REGISTER SUMMARY

A source-level view across all twelve categories

Repeated URLs are consolidated into one entry while preserving every category, section, and example that cites them. Commissioned reports remain separate because each organizes a distinct category.

Retained source records
62
Unique sources
58
Public external sources
46
Evidence connections
377
Cross-category sources
4
Commissioned reports
12

DEDUPLICATED REGISTER

Search sources and follow their evidence links

Filters change only this view. They do not alter the evidence classifications or the source lists published on category pages.

Showing 58 sources

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Commissioned research report
Category records
1
Categories
1
Evidence connections
12
09 · AI-Assisted Conversational Entrapment and Recruitment
Show 12 evidence connections
Commissioned research report
Category records
1
Categories
1
Evidence connections
11
01 · AI-Assisted Traditional Psychological Operations
Show 11 evidence connections
Commissioned research report
Category records
1
Categories
1
Evidence connections
13
11 · AI-Based Predictive Population Management
Show 13 evidence connections
Commissioned research report
Category records
1
Categories
1
Evidence connections
11
06 · AI-Driven Disinformation Swarms
Show 11 evidence connections
Commissioned research report
Category records
1
Categories
1
Evidence connections
11
03 · AI-Driven Personalized Influence Operations
Show 11 evidence connections

Commissioned taxonomy reports

AI-Enabled Deepfake Psychological Operations

Commissioned research report
Category records
1
Categories
1
Evidence connections
13
10 · AI-Enabled Deepfake Psychological Operations
Show 13 evidence connections
Commissioned research report
Category records
1
Categories
1
Evidence connections
12
08 · AI-Enabled Emotional and Behavioral Manipulation
Show 12 evidence connections
Commissioned research report
Category records
1
Categories
1
Evidence connections
12
05 · Synthetic Persona Operations
Show 12 evidence connections
Commissioned research report
Category records
1
Categories
1
Evidence connections
12
12 · AI as an Independent Psychological Authority
Show 12 evidence connections
Commissioned research report
Category records
1
Categories
1
Evidence connections
11
07 · Algorithmic Perception Control
Show 11 evidence connections
Commissioned research report
Category records
1
Categories
1
Evidence connections
11
04 · Autonomous AI Influence Agents
Show 11 evidence connections
Commissioned research report
Category records
1
Categories
1
Evidence connections
12
02 · AI-Generated Propaganda
Show 12 evidence connections

Academic and technical research

AI Companions Reduce Loneliness

Academic working paper
Category records
1
Categories
1
Evidence connections
6
12 · AI as an Independent Psychological Authority
Show 6 evidence connections
Research preprint
Category records
1
Categories
1
Evidence connections
8
04 · Autonomous AI Influence Agents
Show 8 evidence connections

Academic and technical research

Characterizing Manipulation from AI Systems

Research paper
Category records
1
Categories
1
Evidence connections
6
08 · AI-Enabled Emotional and Behavioral Manipulation
Show 6 evidence connections
Peer-reviewed research
Category records
1
Categories
1
Evidence connections
4
12 · AI as an Independent Psychological Authority
Show 4 evidence connections

Academic and technical research

Coordinated link sharing on Facebook

Peer-reviewed research
Category records
1
Categories
1
Evidence connections
5
06 · AI-Driven Disinformation Swarms
Show 5 evidence connections
Peer-reviewed research
Category records
1
Categories
1
Evidence connections
4
10 · AI-Enabled Deepfake Psychological Operations
Show 4 evidence connections
Academic summary
Category records
1
Categories
1
Evidence connections
5
03 · AI-Driven Personalized Influence Operations
Show 5 evidence connections

Academic and technical research

Emotional expressions reconsidered

Peer-reviewed review
Category records
2
Categories
2
Evidence connections
8
03 · AI-Driven Personalized Influence Operations 08 · AI-Enabled Emotional and Behavioral Manipulation
Show 8 evidence connections
Peer-reviewed research
Category records
1
Categories
1
Evidence connections
4
08 · AI-Enabled Emotional and Behavioral Manipulation
Show 4 evidence connections
Peer-reviewed research
Category records
1
Categories
1
Evidence connections
7
02 · AI-Generated Propaganda
Show 7 evidence connections
Peer-reviewed research
Category records
1
Categories
1
Evidence connections
6
06 · AI-Driven Disinformation Swarms
Show 6 evidence connections
Peer-reviewed research
Category records
1
Categories
1
Evidence connections
5
07 · Algorithmic Perception Control
Show 5 evidence connections
Peer-reviewed research / preprint record
Category records
1
Categories
1
Evidence connections
3
01 · AI-Assisted Traditional Psychological Operations
Show 3 evidence connections
Research record
Category records
1
Categories
1
Evidence connections
3
08 · AI-Enabled Emotional and Behavioral Manipulation
Show 3 evidence connections
Academic legal analysis
Category records
1
Categories
1
Evidence connections
3
09 · AI-Assisted Conversational Entrapment and Recruitment
Show 3 evidence connections
Research record
Category records
1
Categories
1
Evidence connections
6
03 · AI-Driven Personalized Influence Operations
Show 6 evidence connections
Research report
Category records
1
Categories
1
Evidence connections
6
09 · AI-Assisted Conversational Entrapment and Recruitment
Show 6 evidence connections
Peer-reviewed research
Category records
1
Categories
1
Evidence connections
5
07 · Algorithmic Perception Control
Show 5 evidence connections
Primary technical research
Category records
1
Categories
1
Evidence connections
5
12 · AI as an Independent Psychological Authority
Show 5 evidence connections
Academic policy analysis
Category records
1
Categories
1
Evidence connections
5
07 · Algorithmic Perception Control
Show 5 evidence connections

Academic and technical research

ViEWS: A political violence early-warning system

Peer-reviewed research
Category records
1
Categories
1
Evidence connections
7
11 · AI-Based Predictive Population Management
Show 7 evidence connections
Official audit
Category records
1
Categories
1
Evidence connections
6
11 · AI-Based Predictive Population Management
Show 6 evidence connections
Official research report
Category records
1
Categories
1
Evidence connections
5
05 · Synthetic Persona Operations
Show 5 evidence connections
Legal scholarship
Category records
1
Categories
1
Evidence connections
6
10 · AI-Enabled Deepfake Psychological Operations
Show 6 evidence connections
Litigation record summary
Category records
2
Categories
2
Evidence connections
10
09 · AI-Assisted Conversational Entrapment and Recruitment 12 · AI as an Independent Psychological Authority
Show 10 evidence connections
Official technical report
Category records
2
Categories
2
Evidence connections
7
01 · AI-Assisted Traditional Psychological Operations 06 · AI-Driven Disinformation Swarms
Show 7 evidence connections
Official project account
Category records
1
Categories
1
Evidence connections
6
11 · AI-Based Predictive Population Management
Show 6 evidence connections

Official and legal records

Regulation (EU) 2024/1689

Official legal text
Category records
2
Categories
2
Evidence connections
4
04 · Autonomous AI Influence Agents 08 · AI-Enabled Emotional and Behavioral Manipulation
Show 4 evidence connections

Threat and incident reporting

AI Incident 573: Zelensky surrender deepfake

Incident database record
Category records
1
Categories
1
Evidence connections
5
10 · AI-Enabled Deepfake Psychological Operations
Show 5 evidence connections
Threat intelligence report
Category records
1
Categories
1
Evidence connections
7
06 · AI-Driven Disinformation Swarms
Show 7 evidence connections
Platform threat report
Category records
1
Categories
1
Evidence connections
8
01 · AI-Assisted Traditional Psychological Operations
Show 8 evidence connections
Threat intelligence report
Category records
1
Categories
1
Evidence connections
7
05 · Synthetic Persona Operations
Show 7 evidence connections

Reporting, investigations, and guidance

China’s Algorithms of Repression

Human-rights investigation
Category records
1
Categories
1
Evidence connections
7
11 · AI-Based Predictive Population Management
Show 7 evidence connections

Reporting, investigations, and guidance

School principal was framed using AI-generated racist rant

Secondary reporting
Category records
1
Categories
1
Evidence connections
5
10 · AI-Enabled Deepfake Psychological Operations
Show 5 evidence connections

Reporting, investigations, and guidance

The Real Red Flags of Grooming

Child-safety guidance
Category records
1
Categories
1
Evidence connections
5
09 · AI-Assisted Conversational Entrapment and Recruitment
Show 5 evidence connections

TRACEABILITY METHOD

What an evidence connection means

A connection records that a retained source is cited for a named synthesis section or case example. It does not mean the source independently proves every sentence in that section, nor does repetition across reports create stronger evidence by itself.

The category pages preserve the report-specific source order, qualifications, evidence status, measured effects, and unresolved questions. Use this register for navigation and cross-category comparison, then return to the relevant category for context.

Return to the taxonomy Compare the retained cases Review shared concepts Read the methodology