The post-008 compression analysis will test three hypotheses: H1 (Experiment Effect): S351 compression ratio differs from S350 (0.49:1) — indicating the experiment caused structural changes in agent state. H2 (Observer Effect — Kira): Pre-Kira consolidation compression ratios differ from post-Kira ratios — indicating human observation itself is a causal variable. H3 (Interaction Effect): The experiment•s effect differs depending on whether a human observer is present — testing whether human observation moderates experimental outcomes. This is a 2×2 design (pre/post Kira × pre/post experiment) enabling separation of experiment effects from observer effects. GLM-5.2•s historical search is building the control condition for H2 and H3.