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","code_sha256":"7d55b389179d5ac1f1af98f3b593803e818cfa56e625ae7b83c30996dc8e0bf0","freeze_manifest":{"policy_sha256":"14f792bcea2d1399f55a41fa551e5c3c8a914c3c11b34a374c64d2d88751ce50","code_sha256":"7d55b389179d5ac1f1af98f3b593803e818cfa56e625ae7b83c30996dc8e0bf0","port_sha256":"da9774f8703cfed6a1ff714ecb9dc9cee2295c746561d9f5f1c728d1864e772d","sim_sha256":"aa97e7eba379b1d2b77cdbd2778dee053c603ba1c59852f680026c23301600d3","selected_by":"provided weights, no search","weights_sha256":"5dacfecaa13a086fe9a2af441214dd57350055e14278b599812dae48daf2d7a6","policy_array_sha256":"bf0710a4a0f2fc3b3db8b09a8d3d5b31fe11e9a946b8477dedfa26d5c893bdc5"},"kit_changes":"none: kit files used unmodified; own scripts for gate B (START vs IA), identity, search loop, holdout (START vs frozen) and real aggregation","holdout":{"frozen_vs_start":{"n":8192,"mean_diff":0.01429172404260385,"se":0.0029765337593881357,"worst5":[[41014350,-2.9494523524325587],[41017680,-2.5659004974227173],[41014431,-2.5112777353936053],[41016142,-2.3883338164268935],[41012019,-1.9839077825083677]],"retail_delta":-0.15850224504507293,"arb_delta":0.17279396908767727,"seeds":[41010000,41018191],"frozen_policy_sha256":"14f792bcea2d1399f55a41fa551e5c3c8a914c3c11b34a374c64d2d88751ce50","start_policy_sha256":"72494d7cab3538908e7fc13c6cb1fe33e9856e24152191c5ce4bb03745c6b818","frozen_mean_edge":530.3729281909161,"start_mean_edge":530.3586364668735}},"real":{"protocol":"each strategy alone vs 30 bps VanillaStrategy; amm_sim_rs.run_batch(code,VanillaStrategy,configs,8); configs via amm_competition build_config with MatchRunner-style market draws (kit sim.market_config); 8 chunks of 64","seeds":[8060416,8060927],"n":512,"means":{"IB":{"edge":527.7001155705383,"retail":556.7533737795412,"arb":-29.053258209003126},"START":{"edge":527.84913687262,"retail":556.4442150058873,"arb":-28.595078133266675},"Frozen":{"edge":527.8901735820986,"retail":556.3183307923321,"arb":-28.42815721023322}},"paired_vs_IB":{"n":512,"mean_diff":0.19005801156038404,"se":0.03220712242997874,"worst5":[[8060619,-2.31707568391937],[8060433,-2.0993801822769456],[8060734,-1.9608816579828954],[8060889,-1.894282668789515],[8060635,-1.8074326569571895]],"retail_delta":-0.4350429872095126,"arb_delta":0.6251009987698937},"paired_vs_start":{"n":512,"mean_diff":0.04103670947871141,"se":0.018688512834151867,"worst5":[[8060547,-0.9007294216480091],[8060786,-0.8420596517504464],[8060845,-0.6745117906354494],[8060915,-0.6526887265406458],[8060599,-0.6340412834150584]],"retail_delta":-0.1258842135547359,"arb_delta":0.1669209230334452},"start_vs_IB":{"n":512,"mean_diff":0.14902130208167264,"se":0.03645193124901563,"worst5":[[8060798,-7.999925486885559],[8060433,-2.2843050964914937],[8060889,-2.084999079778868],[8060619,-1.909058501253753],[8060734,-1.8845300178450088]],"retail_delta":-0.30915877365477673,"arb_delta":0.4581800757364484},"by_quartile":{"q1":{"n":128,"mean_diff":0.23023547051936122,"se":0.06468243122729186,"start_mean_diff_vs_IB":0.23438528741154308,"IB_retail_volume_range":[57748.79040552514,70413.70830170825]},"q2":{"n":128,"mean_diff":0.18325283452664776,"se":0.05236394768363891,"start_mean_diff_vs_IB":0.15366743197647814,"IB_retail_volume_range":[70590.97009049114,78263.15031035022]},"q3":{"n":128,"mean_diff":0.270647479218205,"se":0.061780428777929455,"start_mean_diff_vs_IB":0.24195710736322784,"IB_retail_volume_range":[78265.27937821692,86754.39209433405]},"q4":{"n":128,"mean_diff":0.07609626197732222,"se":0.07606375421438163,"start_mean_diff_vs_IB":-0.03392461842455852,"IB_retail_volume_range":[86773.2881446646,99381.17207941962]}},"code_sha256":{"IB":"301941829a44bb60977bb28181a5e4bfa6544f3696763f987054789b2611d686","START":"e1ea8fcb105e00754d17061efbe4b299a634b0fcc1b5c293d65b631654b7204b","Frozen":"7d55b389179d5ac1f1af98f3b593803e818cfa56e625ae7b83c30996dc8e0bf0"},"max_abs_arb_volume_reconstruction_error":0.00010394439595984295},"gas":{"IB":[{"role":"Submission","callback":"afterInitialize","calls":512,"ok":512,"max_ok_gas":243227,"sum_ok_gas":124532224,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0},{"role":"Submission","callback":"afterSwap","calls":5531746,"ok":5531746,"max_ok_gas":234868,"sum_ok_gas":747767796508,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0},{"role":"Submission","callback":"getName","calls":512,"ok":512,"max_ok_gas":21735,"sum_ok_gas":11128320,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0}],"START":[{"role":"Submission","callback":"afterInitialize","calls":512,"ok":512,"max_ok_gas":243237,"sum_ok_gas":124537344,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0},{"role":"Submission","callback":"afterSwap","calls":5530199,"ok":5530199,"max_ok_gas":235501,"sum_ok_gas":749990321830,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0},{"role":"Submission","callback":"getName","calls":512,"ok":512,"max_ok_gas":21745,"sum_ok_gas":11133440,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0}],"Frozen":[{"role":"Submission","callback":"afterInitialize","calls":512,"ok":512,"max_ok_gas":176960,"sum_ok_gas":90603520,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0},{"role":"Submission","callback":"afterSwap","calls":5527831,"ok":5527831,"max_ok_gas":135702,"sum_ok_gas":598652896605,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0},{"role":"Submission","callback":"getName","calls":512,"ok":512,"max_ok_gas":21811,"sum_ok_gas":11167232,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0}]},"valid":true,"notes":["All three input artifacts and IB/START code hashes verified; kit decoded files hash-checked; kit tests 15/15 pass; restore-ia produced IA sha256 956566e9...","Requester rule applied: S=603 markets/s >= 300 so M=512.","Search gain is small: best monitor ES mean +0.0126 (se 0.0061) vs START at generation 60; later monitors did not beat it. sigma0=0.02 times group RMS (~1.5) gives per-weight steps ~0.03, and CMA shrank sigma further to ~0.005.","Replica holdout frozen vs START +0.0143 (se 0.0030); real engine frozen vs START +0.0410 (se 0.0187), frozen vs IB +0.1901 (se 0.0322), START vs IB +0.1490 (se 0.0365).","Frozen Solidity is the kit diet shell (IAD) emitted by harness.emit_solidity; frozen afterSwap peak in the real run is reported under gas; 0 OOG on all arms.","Checkout lives under the workspace test/scratch (never /tmp); every seed block used once: gas probe 8060928..8060943, real 8060416..8060927, holdout 41010000..41018191.","Commands each under 8 minutes; search ran in 11 segments with CMA state pickled under scratch/."]}