C.40.OC:5.1 - Person and representative later Work

Mira’s bounded inquiry concerns incident-review and handoff Work over four months. “Become better at AI” is discarded as a characteristic. The selected characteristics are: time to identify a material handoff gap, quality of the explanation supplied to the next reviewer, ability to detect unsupported model output, confidential-data exposure, review workload, and transfer to two representative incident classes.

The current account has qualified examples for explanation quality and workload, but no comparable evidence for transfer or unsupported-output detection. Those readings remain unknown. The intended contribution is faster detection without worsening explanation quality, confidentiality, or sustainable workload. The applicable human-capability practice supplies the human demand, capability, support, and transfer evidence. The characterization returns those useful readings and unknowns; it supplies no course recommendation or transfer claim. Representative-Work evidence becomes a request only when the attainable contribution warrants acquisition for the next use.