Exams are saturated. Usage has exploded. The evaluation that answers "does this help?" happens in private,
at product-analytics cadence.
Compiled August 2026 · from published benchmarks, peer-reviewed gap studies, and vendor disclosures · interactive — best viewed in a browser
Start here
Up front
One page per slide. Arrow keys (← / →) move between pages.
Part III
Behind the wall
The evaluation that answers does this help? already exists and runs daily. It sits on the
other side of a property line, and nothing it learns comes back.
Part IV
The instrument
The evaluation that fits the shape of the problem — and what each audience does about it on
Monday.
Also
Companion piece & sources