Accuracy · context · framing
Influence & attribution
Analyse the message.
Observe the behaviour.
Attribute only what the evidence earns.
A misleading claim is not automatically an operation. Suspicious activity is not automatically foreign. And resemblance to a known tactic is not proof of origin.
Coordination · concealment · amplification
Linkage · direction · corroboration
The central distinction
Three questions. Three evidence burdens.
Is the message reliable?
Test claims, omissions, framing and context. A truthful message can still be used manipulatively; a false one can spread organically.
How is it being distributed?
Look for concealment, impersonation, coordinated assets and artificial amplification. Compare with a credible baseline.
Who is responsible?
Build a separate case connecting the activity to a specific actor, direction and operation. Keep alternatives alive.
Influence lifecycle
Follow the movement, not just the message.
These stages organise observation. Finding the sequence does not establish that one hidden actor controlled every stage.
Seed
Introduce a claim, frame or asset into a receptive community.
Frame
Select the conflict, identity or emotion through which it should be understood.
Amplify
Increase visibility through repetition, networks, paid reach or authentic sharing.
Legitimise
Move the message through intermediaries that lend status or apparent independence.
Mobilise
Turn attention into sharing, withdrawal, pressure, protest, purchase or policy support.
Attribution ladder
Do not skip the missing rung.
Each step supports a different statement. Higher rungs normally require better source access, alternative-hypothesis testing and independent corroboration.
- 0Content finding
What is true, false, selective or unresolved in the message?
- 1Distribution anomaly
What differs from a credible organic baseline?
- 2Coordination indicators
What repeated behaviour suggests common planning?
- 3Network linkage
What shared assets or infrastructure connect the activity?
- 4Actor-linked hypothesis
What distinguishes one capable actor from plausible alternatives?
- 5Operational evidence
What connects the actor to direction, access or execution?
- 6Public or legal attribution
What standard, authority and evidence access support a formal finding?
Signals and limits
Useful clues are not finished conclusions.
Phrase the observation at the level the evidence supports. Then name what remains unproved.
Attribution workbench
What is the highest defensible statement?
Mark evidence as absent, an investigative lead or corroborated. The workbench uses gates rather than a numerical score, because attribution is not arithmetic.
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Apply the distinction
Cases where attribution is the hard part.
These examples show why content assessment, coordination and responsibility must not collapse into one conclusion.
Coordination
“The media take the same orders.”
Convergence can arise from shared incentives, sourcing and professional routines. What would distinguish those from command?
Open the case →Responsibility
“Russia certainly destroyed Nord Stream.”
Capability, motive and benefit do not complete the operational chain. The public record must tolerate unresolved attribution.
Open the case →Wartime narrative
“The Ghost of Kyiv was verified.”
A morale-building story can spread through sincere sharing without every participant belonging to a coordinated operation.
Open the case →Reasoning patterns
Recognise the attribution shortcuts.
Method sources
Frameworks worth inspecting directly.
The structure draws on behaviour-first analysis and the warning against over-attribution in the EEAS FIMI methodology, alongside Meta’s distinction between content and coordinated inauthentic behaviour. These are analytical references, not authorities that should be accepted without scrutiny.