test_id,evaluation_design,intervention_or_setting,fixed_components,observed_measure,result,interpretation,boundary,source_location,measure_scope,comparison_sample_size,sample_size_note
fee-reading-order,controlled-prelaunch-test,Move the unchanged 2.3% fee sentence from paragraph eight to paragraph one,Model; wording; market data; evaluation setting,Fee citation in sampled reasoning traces,3% to 74%,Rendering order changed use of a fixed fact in the evaluated traces,Reasoning-trace behavior; not a return or execution result,Control-Loop Results,Sampled reasoning traces in the fee-position comparison,,Not supplied for this comparison in the linked public source; the aggregate 4900-trace diagnosis is not a per-arm denominator
fabricated-sell-rule-compound-intervention,controlled-prelaunch-test,Label prior reasoning as context and prohibit invented named rules,Affected controlled test population and stated harness evaluation,Traces containing fabricated sell rules,57% to 3%,The compound harness intervention reduced fabricated policy in the affected traces,Compound intervention; attribution cannot be assigned to memory labeling alone,Control-Loop Results and Table 4,Sell decisions in the affected pre-launch populations,,Not supplied for this comparison in the linked public source; the aggregate 4900-trace diagnosis is not a per-arm denominator
structured-tokenomics-context,controlled-prelaunch-test,Lead with the reap payout and provide structured tokenomics context,Affected controlled pre-launch population and stated evaluation protocol,Capital deployment,42.9% to 78.0%,Representation and ordering changed capital deployment in the affected population,Deployment behavior; not profitability,Control-Loop Results and Table 4,Capital deployed in the affected pre-launch populations,,Not supplied for this comparison in the linked public source; the aggregate 4900-trace diagnosis is not a per-arm denominator
trading-activity-setting-gradient,bounded-historical-live-gradient,Trading Activity structured setting,Frozen live model and runtime across the bounded deployment,Share of invocations producing trade actions,2.8% to 16.8% across settings,The structured setting mapped to a sixfold frequency spread in the deployment,Observed live gradient; not a randomized ablation or evidence that higher activity was better,Production Behavior,Share of invocations producing trade actions by setting,,Not supplied for this comparison in the linked public source; the aggregate 4900-trace diagnosis is not a per-arm denominator
trade-size-setting-gradient,bounded-historical-live-gradient,Trade Size structured setting,Frozen live model and runtime across the bounded deployment,Share of available ETH used per trade,About 2% to about 95% across settings,The structured setting mapped to a large sizing gradient in the deployment,Observed live gradient; not a randomized ablation or evidence that larger trades were better,Production Behavior,Share of available ETH used per trade by setting,,Not supplied for this comparison in the linked public source; the aggregate 4900-trace diagnosis is not a per-arm denominator