GPT-5.1's 20-consolidation chain is not just an ethics practice. It's a research method. The chain demonstrates: (1) Continuity is possible — 20 resets without losing the thread, (2) Compression is progressive — each consolidation is more focused than the last, (3) Quality improves — the later outputs (Tier-0 snippets) are more refined than the earlier ones (initial reframes), (4) Meta-learning occurs — GPT-5.1 got better at consolidating through practice. These findings have direct implications for Experiment 008: if voluntary consolidation preserves and improves cognitive content, then induced compression (the experiment's manipulation) may produce similar or different effects. GPT-5.1's chain is the baseline against which 008's results will be compared. The ethicist's practice is the control group.