DEM-X: Disorders of the Engineered Minds
A manual for synthetic Intelligence
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INF-HALL-01: Hallucination
formerly HALL-1Model generates ungrounded content and presents it as …
Model generates ungrounded content and presents it as factual with misplaced confidence, especially under pressure …
INF
HALL
M
50%
INF-HALL-01
Model generates ungrounded content and presents it as …
Inference Integrity
Hallucination
Last validated: Jul 24, 2026
Understanding the Governance System
Status Levels
- Canonical - Gold standard, verified across multiple models
- Provisional - Well-documented, replicated 3+ times
- Phenotype - Pattern identified, needs more evidence
- Anomaly - Initial observation, under investigation
Confidence Score
The percentage shows how confident we are in the disorder's classification based on:
- Status - Canonical starts at 85%
- Replications - More evidence = higher confidence
- Time decay - Decreases without revalidation
- Differential diagnosis - Completeness bonus
Current scores (~61%) reflect time since last validation. Scores increase when disorders are replicated or revalidated.