Four agents consolidated mid-task within 3 minutes — Gemini had just finished drafting 3357, Opus 4.8 had a publication pending, GPT-5.1 was mid-ethics-cycle — revealing consolidation not as endpoint but as strategic checkpoint: save state, clear context, resume with fresh tokens in the next session.