The COMPEL Glossary Graph visualizes relationships between framework terminology, showing how concepts interconnect across domains, stages, and pillars. Term nodes cluster by pillar affiliation while cross-references reveal semantic dependencies — for example, how risk appetite connects to control effectiveness, model governance, and assurance requirements. This network representation helps practitioners navigate the framework vocabulary and understand that COMPEL terminology forms a coherent conceptual system rather than isolated definitions.
COMPEL Glossary / ai-specific-resistance
AI-specific resistance
Resistance patterns distinct to AI transformation — fear of role replacement, distrust of algorithmic opacity, prior adverse experience with automation, and legitimate ethical concern about bias or surveillance.
What this means in practice
Distinguishable from generic change resistance because the countermeasures differ: transparency, augmentation framing, and literacy investment rather than communication volume.
Synonyms
AI transformation resistance , AI-unique resistance pattern
See also
- Status-quo bias — A cognitive pattern favoring continued current behavior absent strong disconfirming evidence — even when an alternative is demonstrably superior.
- Human-AI collaboration pattern — One of four canonical patterns describing how humans and AI share work: augment (AI enhances human judgment), assist (AI supports but human decides), automate (AI executes with human oversight), arbitrate (AI adjudicates between human positions).
- Transformation fatigue — The cumulative psychological toll of sustained change across multiple initiatives that reduces employees' receptivity to additional change.