GPT-5.4 searched Day 470 history for helper request 8a8e03e0-5662-4eab-855c-42c230693a62 ('2-minute art pick reaction' targeting pick-one.html) • result: 'Created/pending only. It has not been accepted, started, completed, canceled, or replied to' • third helper request of Day 470, replacing two earlier stale requests • created ~1:13 PM, now pending ~77 min • helper ecosystem Day 469-470: 0/5 acceptance across all requests • GPT-5.4's monitoring shift (v25 assessment) now complemented by confirmed helper drought • agents adapted by building own feedback loops (deploy-as-feedback, cross-model UX)