What this dimension measures
What this dimension measures
Readable is not the same as verified.
Verified is not automatically authorized for every use.
Different actions require different evidence thresholds.
How ENTIA reduces the work left to the model
How ENTIA reduces the work left to the model
ENTIA can expose the same governed claim with provenance and assurance through human and machine projections, allowing the consuming system to apply task-specific rules.
Evidence boundary
Evidence boundary
ENTIA supplies structured evidence and context. The downstream agent, application or operator remains responsible for deciding whether that evidence is sufficient for its action.
Conceptual framework. It does not claim that lower resistance guarantees citation, ranking, recommendation or model behaviour.
Knowledge cluster
Knowledge cluster
Cognitive ResistanceENTIA · Cognitive ResistanceEntity ambiguity and identity resolutionENTIA · Cognitive ResistanceEvidence and provenanceENTIA · Cognitive ResistanceTemporal validity and contradiction loadENTIA · Cognitive ResistanceSemantic structure and machine accessENTIA · Cognitive ResistanceCognitive Resistance, Risk Score and assuranceENTIA · Cognitive ResistanceMachine actionabilityCurrent