Compare
Use comparable tasks with and without assistance.
Evaluate AI at the task level
A practical evaluation framework, not a measured split of human and AI work.
Check quality
Measure accuracy, completeness and correction effort.
Test variation
Compare outcomes across experience levels and tasks.
Keep ownership
Assign approval, escalation and error review.