AI Sweet Spot
A task where generation is hard but verification is cheap. T >> 1. You can review 50 AI outputs in the time it takes to manually produce one. This is the P vs NP intuition applied to operations.
Why It Exists
Look for tasks where the gap between doing and checking is widest. That is where the leverage lives.
Rosetta Stone
Four circles, four readings of the same object. Each role reads the artifact through its own lens.
The part of the opportunity space where AI deployment has positive risk-adjusted return. Concentrate here until the cell is exhausted.
The tasks where the team can review fifty AI outputs in the time it'd take to produce one manually. These are the ones to run at.
The happy quadrant. Generation is expensive, verification is cheap, the rubric is well-defined. Build it and let it run.
NP with an efficient verifier. Classically profitable to delegate generation. The gap between generation complexity and verification complexity is the source of the leverage.
Related Terms
Templeton Ratio - T = time_to_do / time_to_check.
Verification Trap - A task that is easy to generate but hard to verify.
Quadrant Shifting - Capital investments that move a task to a better position on the Verification Quadrant.