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","code_sha256":"6396921c240b1c01ea8b317dc065f9d6fbb67760b49f5ad34f521150351c9c21","params":{"W1":[[1.141204,-0.827858,-1.464577,2.801374,-2.266553,1.946244,-0.782319,2.07075,-3.612117,-2.438552,-0.669865,-0.408808,0.493034,-1.941435,-1.220867,0.525164,0.160647,-0.60856,0.545981],[0.787451,0.423839,1.658472,2.92781,1.842278,0.776443,-0.260333,-0.208519,-0.452002,0.146497,-0.200993,-1.38817,0.496852,-0.157272,-0.079819,0.950784,-0.181844,0.149423,0.271154],[1.80861,2.488826,0.024947,1.344356,1.128392,4.288615,-1.726741,1.181204,1.633222,-1.230337,0.113841,-1.341631,-0.266556,0.357187,0.022929,1.328918,-1.160958,0.073529,-1.207805],[-0.516599,-1.196774,1.666019,-0.35506,-1.576404,1.344135,0.229575,0.897395,-0.408499,0.250671,0.37731,-1.04597,-2.071458,0.960412,-0.330172,0.514867,3.4127,-0.111352,-0.549423],[1.028286,0.839961,4.794804,-0.023014,-2.180634,-2.131176,-0.429945,-0.919836,-0.210187,0.116457,0.081783,-1.537872,0.096437,-1.237424,0.06782,-0.319579,2.660351,-0.138557,-0.202151],[1.354397,-2.190104,0.577888,-0.427676,2.124682,0.843755,2.135552,1.552842,-0.752248,0.191703,0.016434,3.621469,0.576355,-0.953273,-0.059113,1.776845,-1.011688,-0.664842,0.523336],[-2.145933,0.384611,0.508808,-1.6872,2.246996,1.338026,-0.306609,1.491827,1.525536,-0.683451,0.954911,1.514643,0.909303,0.633268,-0.524975,-0.248342,0.985201,-0.245391,1.210342],[-3.253882,-1.889531,4.452858,3.58394,-1.347718,-1.676682,-1.214433,0.89503,2.618919,-0.904344,2.602258,-1.6919,0.917384,-0.781857,0.603066,0.841762,0.963873,-1.438387,1.436458]],"b1":[0.473721,-0.900173,-2.884623,-0.257289,-1.234619,-1.596711,-0.751341,-0.055706],"W2":[[-0.058316,-2.365816,0.590435,-0.916663,-3.220081,-0.53791,0.260433,0.674446],[0.608771,-2.414091,-1.915601,2.238075,0.743775,-1.840343,0.116337,0.55744]],"b2":[0.94656,1.058473],"constants":{"ELAPSED_CAP":7.0,"SIGNAL_THRESHOLD":0.001150161031346513,"DIR_DECAY":0.6665469010446212,"ACT_DECAY":0.49188925855464505,"SIZE_DECAY":0.48202340682188405,"TOX_DECAY":0.9340732758006016,"SIGMA_DECAY":0.6621570956758974,"LAMBDA_DECAY":0.9880692068570505,"SIZE_BLEND_DECAY":0.8420109757111959,"TOX_BLEND_DECAY":0.2432139997670243,"ACT_BLEND_DECAY":0.9848413513383677,"PHAT_ALPHA":0.25034177409517727,"PHAT_ALPHA_RETAIL":0.051614154218413734,"PHAT_ALPHA_SAME":0.1494293952447254,"DIR_IMPACT_MULT":5.0,"GATE_SIGMA_MULT":5.4822405722937235,"MIN_GATE":0.029012954248616177,"TRADE_TOX_BOOST":0.305976204089401,"STALE_ATTRACT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four FILES artifact hashes and decoded source hashes verified before use; background HA artifact and its supplied source hash also verified.","Given IA port used unchanged except J5 weights/constants/anchor, then parameterized for joint search. Given market replica used with only strategy callback substitution.","Dynamic training port checked against frozen J5 port on five full market paths before optimization.","No training, monitoring or holdout seeds used for real-engine confirmation.","Extra unbounded synthetic random-walk stress on starting J5 reached spot approximately 97 million and reverted; callback differential gates instead keep reserve X near 75..125 using the same per-trade AMM equations. No real-engine market was rerun.","Empirical figures in this result are local measurements; source artifacts supply starting parameters, ports and baseline code."]}