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s4Lad6ZzrlG6qYljGz2vQ/31NFICa0OSf0bUjflJGtceZBJWKqRmVkh2qeWumD4LzIO/OesSGqMxWI6cDuImPfkBNXcU2G7YbBP2fAlh5NO1gYDWkmQKLbmQ7o1H91V9yKRqr7UR1BqacBWUNOaSgkWqKOYYO2qQV4wnsybhtpWiTk2mUP+xLv3Q5UWAt7mKiMnvDyoVrena3qmwTTK9jOjs58hx1W/iQ7TxsvCW8kwThdgM+T3RbydCJZ62XyprNK/0Dq8IMJ4ti0Ci9mJxn5bbk1gXtelrUwDW2Lv5wg9iRZ+sqKRBMPFNmihVoVLzZTVOdWDYbV0jItBLOo3jWAfjSj2naOqzPo/dbwOLiZlcs1hr6GLOa3orm7WpTrfDBlywfdrdv6fjfB81MkM7YK0d3PLZPcHqf/gzp62P6/SMLE9rNnOy6IkoVyHkAYF2CCwonFmlnLou+aTI/ICVNr/Z+SxcMGXkFLTciwS01jfiu9qEuv4xiCs63tjLrtFJT6OtHV7C7HQzdDfIBxlisPs3gOvId39x2iHHlDZJqT4WM0CbfNkPe8pzE9pVaat++Fu9TpS5hsinU3xEBCZPnxboihhMhzRvsJNLGOfKfkLIaUZV9JWJ7MVxhPZNJ4wAUIfYQ9ZC+rO5u0i/47bEuNdORBttQDCMH0dAVK5OZkhuTBWE0iy15d493FWtL3nXkqRgzxxO/IGmpFZouVzV1aT8X6jLbbOlJMFk/mTRJgJGnn9vYY/mFipiAb/Ub6K44woOi9be9olXRJ2LiWy0jvsKSL5cag+wQmu41xU7UZTXYaaX+iGTjSgNmGRTNwIpu+tn11t60Yu2+9sKFQ8iv4CnpJrEPrCbeiymEPe1YUxG4YJCjG+y8wgX1rMIxQ4qX+NqmzB6jUT0MvUbA914+9yNsmffawZ3meG6E4RUgmkLi+G8bbFMIeMH6CgHtfw08iFNpb5u7Yw54VIJBVqCB7foLQNgWzB6g8Dnw/DEJfwkdxbGr5bVmJ40fWqhi7o1VxjFL43d83Zcc0nA2gqlXxfhLwUELfx0Gf8ylox0Mdb9iL2E1hmRlbd1OHP2Vk18tdns2hBlMqzpo3bV2G5gL2/t10D5nXUGTETArF1M/277JtiCLVWE2PcXhxwX8Gq+mEEXl9+js5TAZf2CN85+FtNbXtLYPCVSZRzHajmNm7bFKTjhfyeRXpcCGbWmk3BI3Z2JcuuFr/9M8MS6cRpQkkdoAMkyapxUg+nKjun5VOG4rjWPIxQ2mhUjpd2Fmc5AfD2vX+9iBYZ8lVSg75cUCeomdyrMWruOphQGqJ3ZXQR5vu8Se7+vC0mTj/x2ezuEVnygHAnmQUWzPyXc9NI36sEdspShM/DEPjsiCl/kUt/YKRkB+Hno8DxcBLfDdNIIzgRBdPDw18hJKIliBaAtEojnyfFHm0yAt8zw9okc+gPC+K44SWBawsQiiKSUnISlAIuFFEyiJGzE1cYIgUxQws8IMEmkbKEl6B6wK7lFzKWUuQG6WUW1eUJTFDRawJCV7kD2iRJzgJIESzQtYIL0mj2KVFrA2+7yHaKMTbkLrIQ5RfFHFqiZ/4jBHWCOSGaRyyMmgE5FDm9dvBl2MIj18gHvNRzuBLG26/mCPtlGzDCIIwijB7X2xsEbgohiakHi3q6H6IggC5TPmRGwRuICsf2EWRLysfXpGXRrLyfRS6aRrKyofez0siWfVgC6GLFNUHQeAzUXKphV6cqIoHMkGs6N0HDlCgaB1sL0piVesIbDRNVLWDA4Chqmr3w9QLYkXrKIqCQFE6dKBBGHuK2hE2v0TROgqgmZGi9Dj10xR9V50PPeSimLDSan2IINtwPdSn9yAMgiR1id7BB8FGkOL1QeJGfqS4PYK0RFM93jATxLGsehQlYFKJrHsv8oOQRYJQOK+fgpXI2kdpmKZBKKsfJRBCmLIT4acQolJPNgAE2vF1/eNFcD9R9D8M48hl1sQNIPAhswtV/UOtbqwagB/HaZCqfo/TPGiFYgKQenmqBQwhToeR/539HoIhUZdsAX4SQsrbZwHgkIkXUgOIwIMU/YP5uBAX1LgPNhansvqHEPOjOFDCPsKOFyv6x54eB0rc9zw/Un0/TKOU2UPMNQNZbyTrHkjzcJTyvgLGBEjTfORDw3xN88AUd01PxOOE9XVC89AgZrtc88MwCf00Vl0feHVZpyUiPlmVdVXVQzfmBd/Z+2MItamieT8CYZKezBzyIT/A/RDWfIpij8U1Jr4E6uIxkukhBUtiguKKhwEG5B5qfw/KSlNV8TAG8kEuiucDdwHzpEgK8iiSdR/HqteHbuCqivdxyqLoHfIGGPp4it5RmoqegfOe4PGRFvFjCJea3gNggZeFbYRKuI5FT49Sj8cZxj1EniAMv6/a/QBidqQGfYSQm0R9eo8SF0dh4vAIch0vVT0+xpselZAP2WTAvMsTWR1K0sCVNe/DaJ33tDxcgo3FSOnuPTx8jpSAn7ieF/tKdw8xJ0Sp4vSQNEJakCodvh+6vprlgVW5cap29xFJVlTlRyDTJFWUP/SRC92dov0QkkFN+RBXwJRZkiu070PGmajah/w4CXl2+b3UDw6IPD3gJykKyR08Zr93IX4HNOJDzuBD5AxlC0hjSG3VLh+CgR+pnu+DlaSK53t+jDNAWf9pEqSsYxTSg/CQhLHS4UN2jVzF7xHu3d1E7fCh800TxQCg6UGi9fjgwRC71bCPU6Ag1kwA0pHUV/1/CAl8EDGHEBEAgV8LY+Fm7EIHH2gRAGpxXbXXB0mmUfidQz/YLcvYWyuIEtBsX6cfQDNZCAAxuEGEXCUG+F4cC5fhjhVjNSkJPzguQkoMGKYwxmBJcyCGRRGK1diPEhfUEalZH6gtVowAFOGzuCDGeilk24oJeBDXfTZaabsASFHBhFQbCLBN6Vk/5DtIMYHICzwvVJO+BDIJloG0SV8MAxKt64dONES8S+GWHIBR8K7nOxlAijMtNQhEeF+YQftT61DcQYFhpTdt95h+vZGyy13eCN1ebnWfLTZ5+/qpd67DcMURXh/5hPfgkT1LbLaFEFR38pAivPa/pGcPKOCSnD+gK0YEYkg4+2S62ihfNOIsCYYaUrZlWEaVgh5T6ifkz5CWiY0NTEp1U21mjaUetTNc4LTctPuU7qUd9dN6pNzSodzpdEXu0zBse1L2PI2ka0FG2o1C7Nt081m9Tom3QVV039HBp+ew9DusjJdZYS0+Hiw3bEM7fYQ/tdJMCnUP0kfyRiVcpFyi0hXMouTafTxg0qPbjh8PQGYGi7gr+O6lDgLI1dZ5IhI2rbRDE+j6FsKLz4LWZOsxbHaxzlggJyfJEX/pTgHj9u+rN5ntDRiNoWllgIjaATR7fDPNwHX5u7Monbti605bgNofK5embdlhunxHzzSPiUa7Ur6Xvt+P5OOzp2KHefmwGq7F/h98JU/WXr9DDkFjV8E3pGBLPTApRhG96VDJgDHqcI7IwkErGsyeA0bkWIp0vqrHpXvMgLRmkeGrW9bkngpoAt20e2C9XS0+WxBICnEIvNw0tJEruVk6wfKWHOMu4QeognQc66Fo7qz8cb0oZkUj48pnXQ+M+91uyQICuAJZ+SMuAdGMWHp3n9Sttq+j34zpqWmJcrtSSD2behQQpOuKQ9/dMx7v1o94y9gMpyW17cRJXcw3hCNlXyLl0yE2ajvkd8suhLIg+5+VcwTtRQC0Boc/bCH0qQ0w99j39gll06EWtsrA9n0Tg2Qsf7IdJpB7B7cf3rfvk+e0hMO7W3eI57qoHg/AsByjoNrjj022+Dd1aZCLZ4oUHPaLOAmCW5E7YAgU3dhH0/Pz7WkhggnNxk3f/3KY2E5gwCvn85oHf0bDIZj6QSvnpqj/qpoB5WAP5xx2J9DjHpKYv75bVq4GPzsBpgCJnYFEe8NSByvpYonOGe96ZDyCbPfUDQPiLFIxb+64WO+KIQStHkXNC3y/6Sxn0fl4UZ4syiF+PCL2MbkrTvDf4V1xZOLny3OIj0KB+IdTZAZSmzrWZVaLFlNMzLBDfve9PcBxFL0SQFKVQ347OiEEybVfh+TKBlYBe29huagxcSJqDGhgcF2VUwUOc4EfDLCfTqup7Ma9xrukgLILU1fCFEzw9JgvP3rEeidMxcH8mXa8581Dnq90hyUoDL/XZcV9d3x/FVShBRbMptgSjksIDO8tlRjDgFpKHJwFK8apw/7q+hTMGK7NkxjtvTOPhziS7HMEWWp6ajtVRi+ZIyQqnh56klvTmIVVP52MM7wjm9rvdJg5D3ivTDakdwIMQb597GTyWGojmLh32mTWadPUJ1hzDCzim2LK26a9WG5RfMoXxV1Zzq3svizAT8CT8f9VUKw2RVPkkI001l/0kAyuY1XOc8MFJfV8TAdQGx5KaZDqWhxe82cDh2wmHZK/hfEFp/YRRr0fj+PRx+6GE+Gq44/HPkgZapwM/OFHG8LHCQQs/nyEsMyXm/3Bx6GPC3quoxt/HI/9k9g7GsCD988/8BucBCF5ReQ1PEEuUOs5L8Dj3njNguj6aLDG4XOtx04lfo7r+cQ9USMnxL+jnlvVWi2NlQgZ7NEY6XzR+Xug+njAWnBa9M6dp7M/3ff744cRfkL4id5Dt+5r7li9Hc7Bwb6TNGFiXkuM9r/O3N6acCwZacKIQzkzdV0qB8suB8ImyS1tLVXPQJW6DFChwBPB6gktGIqCI9TZTNqZEjHv4pZS7XYypMafvnVCBOffx+P2/nMx33ErH3BiZe0t6fviKDC+A4MXO4yHnrawRKu92HjWlFXLP4w2nuIeJ92bRaNGSFyiXyXycAdpkTUAkqYBGm44/vSTxe+5E1R44g1vDuNQs0RaKA5Ds0YYQUn1E+WawJ6ZL/WKYXGImxU4UtoKcK90wbGre79B9W2PsJBSYIV690pjciclY0k6+8eMA2/UZGYhgMghQAfXolwp12YZ9MIFngbgWypFkwlSpyMkGOq1rLRMny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","port_sha256":"b29cd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starts from the 178 START params weights, not an earlier ES state. Weight-group RMS scales are frozen from START.","All artifact JSON hashes match their content-addressed URLs; all decoded sources used match their declared SHA-256. IB Solidity also matches the SHA-256 in the brief.","Replica strategy port and all 217 parameters use the supplied START layout; IA port is byte-identical. IB uses its own port and its TH[HEAD0:HEAD0+178] layout.","Speed measured on the same persistent eight-worker pool implementation as search, after warm-up; excludes pool start and compilation.","Monitor data select the ES mean; no holdout or real-engine result selected weights. The holdout was evaluated once after rounding frozen weights to 1e-6.","Only weight literals inside START Solidity _head changed; numeric-normalized source skeleton is identical. Submitted port source is unchanged; params supply its frozen weights.","All seed blocks in training are disjoint between generations; proposals within a generation intentionally share its block. The prescribed monitor is reused only for model selection.","Real-engine arms ran separately against Vanilla, on the prescribed paired seeds once per arm. Gas statistics are calls/sums aggregated and maxima across the 32 chunks.","Retail/arb edge decomposition follows KIT-B and checks reconstructed arbitrage volume against Rust output independently.","Own measurements in gates, speed, search, holdout, real, and gas are locally computed; cited artifacts supply source code and baseline parameters."]}