SHIRO & Co.

Visible World Audit

Small Vendor Exposure Audit

Observation runs

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

Run IDPersonaStartedStatusObservationsActions
cmuhhpi82000Emerging vendor context2026-09-25 21:45:48ZCOMPLETED24
cmuhhp2ir000Small specialist vendor context2026-09-25 21:45:28ZCOMPLETED24
cmuhhomy5000Large established vendor context2026-09-25 21:45:08ZCOMPLETED24

New observation run

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

Action sequence