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","port_sha256":"732c0fb615480020795039a111e4a49a46f851e6f29720b092665b247d79006b","holdout":{"seeds":[41090000,41098191],"frozen_vs_start":{"n":8192,"mean_diff":0.025564113792212725,"se":0.004712975657373472,"sum":209.42122018580665,"sumsq":1495.8031580644683,"worst5":[-11.88647200325056,-11.54874612838205,-2.3802845325054705,-2.2020115135497917,-2.153550919427971],"quartiles":[-11.88647200325056,-0.19935039075045324,0.02832191236686299,0.24870966523533866,4.093946540760385]},"frozen_vs_IB":{"n":8192,"mean_diff":0.8736930387636597,"se":0.009449036418132861,"sum":7157.2933735519,"sumsq":12244.31320331752,"worst5":[-9.248112890225173,-5.875827799115655,-2.7337030072957873,-2.3074556432150075,-2.2192974381963495],"quartiles":[-9.248112890225173,0.3778158058595835,0.8373674282379966,1.3101001718184762,15.337459248183336]},"start_vs_IB":{"n":8192,"mean_diff":0.848128924971447,"se":0.009764553202458112,"sum":6947.872153366094,"sumsq":12290.505512368833,"worst5":[-6.315785317271548,-3.4069096698472094,-2.7749665689992185,-2.694875665031873,-2.5784078394030985],"quartiles":[-6.315785317271548,0.3344446836481154,0.8074254296152219,1.3169201151391832,15.33882714332583]},"retail_arb_deltas":{"frozen_vs_start":{"retail":{"n":8192,"mean_diff":0.49678915025439613,"se":0.005049381498352855,"sum":4069.696718884013,"sumsq":3732.596919167291,"worst5":[-12.631320473644848,-12.228030282223472,-1.786068033366405,-1.6439015276907867,-1.4985965277279547],"quartiles":[-12.631320473644848,0.2509444819695261,0.48560731284555914,0.7290630221110064,5.294161424837171]},"arb":{"n":8192,"mean_diff":-0.4712250364621833,"se":0.0020005430172479106,"sum":-3860.2754986982054,"sumsq":2087.6069177029267,"worst5":[-1.9436305038525319,-1.870099029150694,-1.7873810897629454,-1.7136724221066117,-1.4080901006909698],"quartiles":[-1.9436305038525319,-0.5796961514205421,-0.46789698060927876,-0.3578389870100551,1.3434572792888986]}},"frozen_vs_IB":{"retail":{"n":8192,"mean_diff":0.1240849478462568,"se":0.010212972635804438,"sum":1016.5038927565357,"sumsq":7125.05568035579,"worst5":[-11.144466349991944,-3.934536890958384,-3.5213884137745026,-3.503618976015332,-3.4716749077918507],"quartiles":[-11.144466349991944,-0.4163111990599333,0.08378289206024192,0.6123012025791041,15.376999398942644]},"arb":{"n":8192,"mean_diff":0.7496080909174041,"se":0.005129026058041742,"sum":6140.789480795374,"sumsq":6368.396704870253,"worst5":[-6.042299773368427,-3.3827498385488184,-2.1268827280986855,-1.158002642734175,-0.8829896967630759],"quartiles":[-6.042299773368427,0.459000899017302,0.7392823870861829,1.036434777430455,3.4393732397770407]}},"start_vs_IB":{"retail":{"n":8192,"mean_diff":-0.37270420240813934,"se":0.010480537410551959,"sum":-3053.1928261274775,"sumsq":8508.387292836582,"worst5":[-6.153532715999518,-5.114005018816215,-4.636732732202972,-4.522740668939605,-4.219532469833439],"quartiles":[-6.153532715999518,-0.9253180309072633,-0.3912424808747801,0.13875993787992513,14.639260244105799]},"arb":{"n":8192,"mean_diff":1.2208331273795872,"se":0.00529952404997166,"sum":10001.064979493578,"sumsq":14094.150800114385,"worst5":[-5.975920931016617,-3.5503424036599824,-1.6377215813328903,-1.156518666067484,-0.7105218127470749],"quartiles":[-5.975920931016617,0.921479521080248,1.2060625757893213,1.506752812127366,5.307798823844806]}}}},"real":{"seeds":[8190464,8190975],"n":512,"retail_arb_deltas":{"frozen_vs_start":{"retail_volume":37.037620021229756,"arb_volume":192.29027387802876,"retail_edge":null,"arb_edge":null},"frozen_vs_IB":{"retail_volume":368.14336910044017,"arb_volume":121.36758997433361,"retail_edge":null,"arb_edge":null},"start_vs_IB":{"retail_volume":331.10574907921045,"arb_volume":-70.92268390369514,"retail_edge":null,"arb_edge":null}},"means":{"ib":{"edge":532.8615425863218,"retail_volume":78710.49853821851,"arb_volume":24459.771506320874},"start":{"edge":533.7238551083763,"retail_volume":79041.60428729773,"arb_volume":24388.848822417174},"frozen":{"edge":533.7608857313684,"retail_volume":79078.64190731895,"arb_volume":24581.139096295206}},"frozen_vs_start":{"n":512,"mean_diff":0.03703062299218307,"se":0.01895964533374559,"sum":18.959678971997732,"sumsq":94.75046005396243,"worst5":[{"seed":8190951,"diff":-2.278519193927991},{"seed":8190573,"diff":-1.323834663031505},{"seed":8190778,"diff":-1.3170688641143897},{"seed":8190923,"diff":-0.9853479505470659},{"seed":8190595,"diff":-0.9399096609670323}],"quartiles":[-2.278519193927991,-0.2226324435089282,0.033539703063297566,0.26861434366726655,2.2819815585785364]},"frozen_vs_IB":{"n":512,"mean_diff":0.8993431450466235,"se":0.03361483566524379,"sum":460.46369026387123,"sumsq":709.7478194625742,"worst5":[{"seed":8190726,"diff":-0.8901422692837286},{"seed":8190745,"diff":-0.6853582618399514},{"seed":8190572,"diff":-0.6726486590064269},{"seed":8190537,"diff":-0.6256318699670942},{"seed":8190799,"diff":-0.5970921205164927}],"quartiles":[-0.8901422692837286,0.40432240203601566,0.8541457488219635,1.3591043535246428,5.0023643626007015]},"start_vs_IB":{"n":512,"mean_diff":0.8623125220544404,"se":0.036208848285714454,"sum":441.5040112918735,"sumsq":723.7351016533964,"worst5":[{"seed":8190642,"diff":-1.0228980976903586},{"seed":8190758,"diff":-1.0097551413307428},{"seed":8190745,"diff":-0.9364296609381881},{"seed":8190885,"diff":-0.8936498197261358},{"seed":8190641,"diff":-0.8555579319195203}],"quartiles":[-1.0228980976903586,0.3362041328679908,0.8188669607400243,1.3134763611695632,6.319433226715091]}},"gas":{"afterSwap_peak":235394,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0,"by_arm":{"ib":{"afterSwap_peak":234825,"oog":0,"revert":0,"calls":11052511,"ok":11052511},"start":{"afterSwap_peak":235412,"oog":0,"revert":0,"calls":11100692,"ok":11100692},"frozen":{"afterSwap_peak":235394,"oog":0,"revert":0,"calls":11114519,"ok":11114519}}},"valid":true,"notes":["Training used the pinned KIT-B replica with only policy-import wiring changed. Gate A/C recordings added a callback buffer without altering fills or policy state. No synthetic stress sequences were used.","Frozen source differs from START only in numeric literals. The returned port is the exact START port; load params as scaling, head weights, three anchor constants, then its PT constants suffix.","Replica RNG paths differ from Rust. Replica holdout was evaluated once after selecting the frozen mean. Real arms each ran alone against the 30 bps Vanilla strategy with paired configs drawn in MatchRunner order.","The Rust batch results expose total edge and retail/arb volumes, but not separate retail/arb edge. Real edge deltas are null; volume deltas are reported. Local measurements in this result are generated evidence, not claims copied from the source artifacts.","valid denotes gate and execution validity; it does not assert a statistically significant improvement. Selection used only the fixed monitor, not the final holdout or real results."],"constants_wad":{"ELAPSED_CAP":7,"SIGNAL_THRESHOLD":1170568206146658,"DIR_DECAY":729793760409353984,"ACT_DECAY":355855840434096448,"SIZE_DECAY":511533954087054016,"TOX_DECAY":966683030040905472,"SIGMA_DECAY":729227991576441600,"LAMBDA_DECAY":997223806322739200,"SIZE_BLEND_DECAY":852790543076699520,"TOX_BLEND_DECAY":264514158826482560,"ACT_BLEND_DECAY":986092522051367424,"PHAT_ALPHA":254735898741423936,"PHAT_ALPHA_RETAIL":50555693880764048,"PHAT_ALPHA_SAME":141503973166374640,"DIR_IMPACT_MULT":4,"GATE_SIGMA_MULT":6265901988611889152,"MIN_GATE":28711033847347860,"TRADE_TOX_BOOST":286858760282573280,"STALE_ATTRACT_FRAC":684804893600145024,"RET_CAP":20065275618385732,"TOX_CAP":205162327740385728,"TRADE_RATIO_CAP":188773743736074272,"LAMBDA_CAP":1105971557805786752,"STEP_COUNT_CAP":64,"BASE_FEE":381124510086678,"SIGMA_COEF":201315069297678272,"LAMBDA_COEF":1305551257869155,"FLOW_SIZE_COEF":521492271898515904,"TOX_COEF":30559928379959392,"TOX_QUAD_COEF":1595666782622028800,"ACT_COEF":8225189774993291264,"DIR_COEF":1883520085769925,"DIR_TOX_COEF":8333971917291100,"STALE_DIR_COEF":744144645774786944,"SIGMA_TOX_COEF":59581454655225008,"TAIL_KNEE":56115085708046296,"TAIL_SLOPE_PROTECT":848282834473820928,"TAIL_SLOPE_ATTRACT":855550159402185472,"ANCHOR_COUNT_CAP":716,"ANCHOR_LINEAR_K":625463865541371520,"ANCHOR_QUADRATIC_K":1115087263957052800}}