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","code_sha256":"273468dadab64b1bae24d9322647081cbce20d4b479a6a3c83ef2aca081ecbd9","params":{"W1":[[-0.086293,0.687064,-0.480031,3.034878,-2.279614,0.590969,-1.470842,2.375732,-5.333073,-1.783232,-0.868387,-0.143109,0.425379,-2.170909,-0.443454,-0.270291,-1.191182,-0.10838,1.401398],[0.670475,0.797171,2.073203,2.683443,-0.129658,-0.382795,-0.475613,0.332249,-0.338352,0.197686,-0.064994,-1.82449,0.16411,-0.192293,-0.074799,1.043069,0.337441,0.044686,1.058803],[1.119386,3.698543,-1.206983,0.766037,0.902022,2.072553,-1.714319,1.028028,1.253358,-0.680657,0.498734,-0.083148,-0.407681,0.320979,0.347145,1.192138,-2.555537,-0.396769,-2.288571],[0.355599,-1.394684,0.99148,-0.280193,-1.034798,-0.411856,0.126856,0.047482,0.771873,0.176226,0.177439,-1.824342,-0.236132,0.213674,0.253033,-1.120026,1.022891,-0.474633,-0.752883],[1.350506,0.591101,4.809058,-0.001374,-1.97574,-1.172389,-1.041301,-0.60019,-0.396633,0.540831,-0.038127,-2.39765,-0.085879,-1.063752,0.353812,-0.71203,2.274304,-0.041678,0.452629],[1.313712,-1.94805,0.460459,-1.379126,3.615827,1.429654,3.767039,0.521677,-0.557687,0.127744,0.013627,3.693504,0.568212,-1.148601,0.20338,0.444309,-1.800537,-0.323773,-1.640065],[-1.021688,1.113789,-0.027443,-0.766859,2.480883,0.757997,-1.185524,2.260429,1.189018,-1.518564,1.268625,1.120591,1.352637,-1.085209,-1.11737,-1.486261,0.903096,-0.841892,2.52591],[-2.566974,-2.748229,3.402459,3.618933,-0.212503,-0.820795,-1.658138,2.574329,0.422389,-0.901426,2.424801,-2.057547,1.381071,0.107761,0.69887,0.925702,-0.433013,-1.787979,1.102228]],"b1":[1.994104,-1.565406,-4.444376,-0.863365,-1.488914,-2.313418,-0.591957,0.528848],"W2":[[0.125333,-2.093439,0.972123,-0.67127,-3.086376,-0.754417,-0.91237,0.95399],[0.406853,-2.03061,-1.687858,3.572006,0.258528,-2.081602,0.872833,-0.203861]],"b2":[1.533205,3.051647],"constants":{"ELAPSED_CAP":7,"SIGNAL_THRESHOLD":0.00114252670506583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from CG"}},"notes":["All supplied artifact JSONs and decoded T3 code, CG port and replica source SHA256 values were verified. Checkout and setup wheel matched the requested pins; setup validation passed.","Source URLs and exact quotations are listed in sources.json. Speed, gates, curve, holdout, real comparisons and gas are measurements made locally for this item, not claims copied from upstream artifacts.","The supplied CG port was inserted into the replica STRATEGY block. Only parameter plumbing changed: TH/W share one vector, the three anchor literals read W[NW:NW+3], and Numba disk caching is enabled. No port logic was rebuilt. T has CG constants and anchor with head disabled (W[0]=0).","Gate A and C replay the first 2000 actual swap callbacks from each replica market on seeds 310000..310049. The EVM receives identical recorded reserves and trade amounts, converted to WAD; no synthetic stress trades are used.","Each real arm runs alone against 30bps VanillaStrategy through amm_sim_rs.run_batch with eight workers. Config draws and baseline defaults follow MatchRunner._build_configs, with RNG keyed by the actual fresh seed. Seeds are paired across arms, never reused within an arm.","The pinned wheel does not expose retail or arbitrage edge breakdowns in run_batch results. These real edge deltas are null, not inferred; measured retail/arb volume and PnL deltas are supplied. Replica edge decompositions are available in gate B and holdout.","Gas is aggregated from amm_sim_rs.gas_stats() separately per arm. afterSwap peak is the validity bound; afterInitialize peak is also reported. No leaderboard placement is claimed."]}