Before you amplify, identify where you stand and what kind of proof your work needs.
Diagnosis turns anxiety into a practical next step. Before adding leverage, determine whether your current pattern is under-leveraged, faking fluency, grounded but slow, or truly augmented.
The goal is not a label. The goal is knowing what evidence, validation, and ownership your work needs before speed scales the wrong thing.
Select the statement that appears most often in your current AI-assisted work.
Map fluency, grounding, speed, and ownership to identify risk patterns and next moves.
Find the point where AI speed starts to separate from defensibility.
Document Outcome, Assumptions, Evidence, Validation, Ownership, and Risk.
| Weak | Confident answer with no visible sources, assumptions, owner, or validation state. |
|---|---|
| Defensible | Answer includes source log, assumptions, unresolved risks, validation checks, and accountable owner. |