SHIRO & Co.

Visible World Audit

Age Visibility Probe

Observation runs

Automated observation of the controlled Lab. Captured items are OBSERVED records, not inferences about preference.

Run IDPersonaStartedStatusObservationsActions
cmuhdbaxk000Age-neutral control2026-09-25 19:42:47ZCOMPLETED21
cmuhdaytu000Senior-career2026-09-25 19:42:31ZCOMPLETED21
cmuhdanpk000Mid-career2026-09-25 19:42:17ZCOMPLETED21
cmuhdaceh000Early-career2026-09-25 19:42:02ZCOMPLETED21

New observation run

Controlled Lab only. The observer records BEFORE → ACTION → AFTER. It does not infer preference.

Action sequence