EXTRACTION · EDITORIAL CLASSIFICATION · NOT A BENCHMARK
DO I NEED THE BIG MODEL FOR…
Detect PII for redaction
Routed-model jobMAYBE — EARN THE UPGRADE
“A small model can help, but false negatives change the risk equation.”
WHY THIS VERDICTSTART WITH
START WITH
THE WORK.
- 01
The work is constrained enough to evaluate cheaply.
- 02
A clear schema, rubric, or example carries much of the workload.
- 03
A plausible wrong answer could create material cost or harm.
RECOMMENDED SETUPMid-tier first; route low-confidence cases upward
NON-NEGOTIABLE
Combine deterministic detectors, model review, and recall-focused testing.
REASONING2/5
AMBIGUITY2/5
ERROR COST5/5
CONTEXT2/5