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","code_sha256":"41bc7597305739bc31a362aad2e5b6e92576375fcd83491a29b7d250678e767b","params":{"W1":[[-0.079276,0.708809,-0.438704,2.87637,-2.306702,0.566527,-1.472445,2.414314,-5.220102,-1.826482,-0.907084,-0.177336,0.477529,-2.256761,-0.55792,-0.189058,-1.24457,-0.054587,1.476074],[0.654332,0.833623,2.062926,2.734533,-0.188798,-0.320515,-0.495386,0.2938,-0.444859,0.229963,-0.082587,-1.763737,0.094353,-0.1292,-0.077189,1.145524,0.25034,0.080457,1.112186],[1.094055,3.748546,-1.229258,0.795989,0.982744,2.252144,-1.920299,0.985574,1.457517,-0.708422,0.448765,-0.145488,-0.270672,0.355344,0.2856,1.141708,-2.577014,-0.419078,-2.263346],[0.284976,-1.421576,0.949749,-0.312825,-1.069654,-0.304144,0.16294,-0.098679,0.812395,0.146346,0.18622,-1.850499,-0.137636,0.307635,0.24405,-1.182989,1.014868,-0.433142,-0.911143],[1.369859,0.517583,4.949999,-0.03506,-2.010421,-1.131667,-1.089778,-0.576886,-0.309482,0.505242,-0.019861,-2.275808,-0.14251,-1.062376,0.279133,-0.689776,2.29739,-0.026625,0.502683],[1.22706,-1.934889,0.427896,-1.402971,3.63882,1.355165,3.729061,0.536438,-0.587082,-0.012103,0.040056,3.752242,0.643647,-1.140396,0.114858,0.674036,-1.708587,-0.277721,-1.567665],[-0.941585,1.067851,-0.098393,-0.624266,2.599755,0.793871,-1.2516,2.316805,1.220546,-1.531343,1.237398,1.212501,1.228289,-1.034926,-1.072608,-1.403466,1.013827,-0.81621,2.551765],[-2.552614,-2.571729,3.459685,3.583719,-0.262435,-0.837883,-1.660301,2.622947,0.458293,-1.032595,2.443355,-2.056295,1.400712,0.1395,0.708193,1.020038,-0.41049,-1.932655,1.345834]],"b1":[1.980716,-1.605263,-4.355012,-1.000103,-1.447545,-2.156789,-0.580643,0.21297],"W2":[[0.127167,-2.023791,1.013835,-0.484587,-3.074996,-0.741385,-0.90402,0.777641],[0.473154,-2.055306,-1.760629,3.619642,0.29547,-2.049486,0.928788,-0.235234]],"b2":[1.301075,2.907375],"constants":{"ELAPSED_CAP":7,"SIGNAL_THRESHOLD":0.001208721643541546,"DIR_DECAY":0.7367754978662819,"ACT_DECAY":0.3706195759825328,"SIZE_DECAY":0.47989598536627337,"TOX_DECAY":0.9310750965260308,"SIGMA_DECAY":0.7260724833960418,"LAMBDA_DECAY":0.9916275214090952,"SIZE_BLEND_DECAY":0.8310468913429478,"TOX_BLEND_DECAY":0.2457869233265627,"ACT_BLEND_DECAY":0.9866662253666391,"PHAT_ALPHA":0.2534795586822348,"PHAT_ALPHA_RETAIL":0.05489175841001305,"PHAT_ALPHA_SAME":0.1481770247370754,"DIR_IMPACT_MULT":4,"GATE_SIGMA_MULT":6.640189113182219,"MIN_GATE":0.03009818983332605,"TRADE_TOX_BOOST":0.3102354953612094,"STALE_ATTRACT_FRAC":0.6925866217326265,"RET_CAP":0.023169524098775908,"TOX_CAP":0.20271642072685941,"TRADE_RATIO_CAP":0.18757997167706209,"LAMBDA_CAP":1.1522973859329424,"STEP_COUNT_CAP":60,"BASE_FEE":0.000397310043180442,"SIGMA_COEF":0.20564615823018978,"LAMBDA_COEF":0.001275055648174038,"FLOW_SIZE_COEF":0.5085773061186136,"TOX_COEF":0.029440513000014993,"TOX_QUAD_COEF":1.578246504490236,"ACT_COEF":8.552421885103874,"DIR_COEF":0.001745178294376446,"DIR_TOX_COEF":0.007707521509892258,"STALE_DIR_COEF":0.7543211564636486,"SIGMA_TOX_COEF":0.05983571779196575,"TAIL_KNEE":0.054449887831015994,"TAIL_SLOPE_PROTECT":0.8573542572531557,"TAIL_SLOPE_ATTRACT":0.8548726124290372,"ANCHOR_COUNT_CAP":710,"ANCHOR_LINEAR_K":0.6777748459216126,"ANCHOR_QUADRATIC_K":1.097688642781158},"scaling":{"feature_order":["sigmaHat","lambdaHat","sizeHat","toxEma","actEma","direction","(spot-staleHat)/staleHat","signed_trade_ratio","arb_probability","first_in_step","uncertainty","min(silent,8)/8","anchor_mean","raw_size","step_trade_count","prev_bid_fee","prev_ask_fee","steps_since_arb_like_print","router_implied_vanilla_spot_dev"],"feature_multipliers":[1000.0,2.0,500.0,500.0,500.0,1.0,500.0,500.0,2.0,2.0,1000000.0,1.0,500.0,647.054817,1.395287,220.617911,228.148131,0.412565,274.335453],"feature_offsets":[-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0,0.0,-1.0,-1.0,-1.0,0.0,-1.0,-0.618293,-2.037262,-0.803057,-0.808615,-0.823811,0.001772],"weight_fixed_point_scale":1000000,"input_clip":[-4,4],"hidden_relu_clip":[0,4],"output_unit_fee":0.0001,"note":"unchanged from CG"}},"notes":["All artifact JSON sha256 IDs and all specified decoded source hashes verified; setup succeeded at pinned checkout 6b6921f8d463314aa7c96234e1be25a25245f704, wheel aedb68280aca34c110968f00148387c95885207913fb2cf19a1ab4c5cfd6887a.","The supplied CG port is inserted into the supplied replica. No policy port was rebuilt. Three fixed anchor literals read the appended parameter vector and core TH reads its tail, allowing T3 constants to vary. T is CG port with head disabled and original constants/anchor. Gate A validated T3 on recorded market callbacks.","Replica RNG paths differ from real engine paths. Gate B is the requested CG-minus-T transfer check; replica gains are not claims of real gains.","Real configs use MatchRunner._build_configs draw order and ranges. Calls were amm_sim_rs.run_batch(strategy, VanillaStrategy, configs, 8), each strategy alone; seeds are paired across arms, never used for tuning.","The T3 comparison arm of block 1 was evaluated during search, sharing CPU only. Candidate evaluation starts after freeze; block 2 is reported separately.","Retail and arb EDGE deltas are unavailable: this pinned engine exposes total edges and separate retail_volume_y and arb_volume_y, but no split edge fields. Those edge fields are null; paired volume deltas and pnl deltas are reported.","Gas comes from amm_sim_rs.gas_stats(), reset and collected per process segment, aggregated with call counts summed and peak gas maximized. All submission callbacks count toward OOG; the 245000 threshold applies to afterSwap.","Gate C failed on candidate-market seed 310043: callback index 1098 (zero based) has port arb probability 0.4999998935404821 while the EVM updates its arb-like-print timestamp (the Solidity branch requires probability >0.5). The resulting state divergence produces a peak 1.1290727470257815 bps fee error; the other 49 sequences peak below 0.0000561 bps. This is consistent with fixed-point/float branch sensitivity. The supplied port and frozen Solidity shell are preserved; valid is false even if real gas passes. No real result was used to change the candidate.","The final checkpoint sigma was capped against its recorded end time (0.2062330881806711); this corrects a 1.97e-7 excess from checkpoint bookkeeping after the last tell. No ask, monitored mean, frozen policy, or evaluation changed.","Sources.json records provenance for supplied inputs and engine semantics; all performance numbers are local measurements. No leaderboard placement is claimed."]}