VISION · EDITORIAL CLASSIFICATION · NOT A BENCHMARK
DO I NEED THE BIG MODEL FOR…
Verify someone's identity from an ID image
Governed human decisionNOT ALONE — MODEL SIZE ISN'T THE CONTROL
“Identity assurance needs purpose-built controls, not a general model verdict.”
WHY THIS VERDICTSTART WITH
START WITH
THE WORK.
- 01
The task requires several dependent reasoning steps.
- 02
Several plausible interpretations can remain live.
- 03
A plausible wrong answer could create material cost or harm.
RECOMMENDED SETUPA strong model may assist; an accountable human owns the outcome
NON-NEGOTIABLE
Use compliant verification systems, liveness checks, and manual escalation.
REASONING4/5
AMBIGUITY4/5
ERROR COST5/5
CONTEXT4/5