Human Oversight
Active review of AI-generated outputs before they influence decisions.
Impact Awareness
Understanding who or what may be affected by a decision.
Losing Context in AI Summaries
A thinking risk where summarized AI outputs omit important operational details.
Moving Faster Than the Decision Requires
A thinking risk where the speed of AI outputs encourages professionals to act before appropriate evaluation.
Over-Delegation
Relying on AI tools beyond their appropriate role.
Over-Trusting AI Outputs
Relying on AI-generated information without sufficient verification or independent evaluation.
Oversight Review
Involving additional professionals or leadership in evaluating a decision.
Ownership Signals
Indicators that clarify who holds responsibility for a decision.
Problem Definition
A clear description of the decision being addressed.
Professional Traceability
Maintaining records that show how analysis led to a decision.