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vHdAGn5VTvTCd8QxXTMmZWm/7ne6oIxJg254S+ufRNGdkaZx5UIqZqVEZ2qOaplT4IzvOiM++ZGKI6U4GYDuwuMvYNOXEV12TYbhj8cwZs6dG0g4XRkGYCJLqd6YBO/Vd35a1opLof1RGUehqQN+SUhkKiJeoYNmibWoAnvMejtpGmRUKuXfawL/He7UCFtbCHscroCS931fLubFXfJJhewXZ2dOY77LDyJ9l52nhJeCMJxukcfJ7stpCnE8laL5M3nVX6B1KHH0wQx6ZVeDE7ychvy60J3POqWgvT0Lb4ywliT5Klr6xINPFAkS1aqFXxYjNFdW7VYFgtLdNCMIvqXQPoRzOqbee4OoXebwWPg5tptVhh6GvIYn4rm7urebUqBhO2fNDduq3vdxM8P0UyZ6sQ3f3cMsntcfo/qKOH7f+LJExsP3u244IoWSjnAYRxASYonFismbUsBp7J9IicMLXW/ylZPGzgFbTUhAy71DTmt9KLu/Q6jiE429rOuNtOQamvE11O7wo8dDPEBxhnefIwi+fAe3h33yEqkO8i05wMH6NJuG2GvOc/jekrtdK8fS/apc5AwmRTrLshhhIiy493Q4wkRJ4z2k+giXXkOyVnMaQs+0rC8mS+wngik8YDLkDoI2yXvSzvbNIu+u+wLTXSkQfZUg8gBNPTFSiRm5NxyYOxmlSWvbrGu4u1ZO8781SMGOKJ35HlakVmi5XNXVpPxfqMt9s6UkwWT+aNU2Akbef29hj+YWqmIBv9RvorjjCg+L1t72iVdEnYuJbLSO+wpIvlxqD7BCa7jXFTtRlNdhppf6IZONaA2YZFM3Aqm762fXW3rRi7b72woVDyK/gKekmtQ+sJt6LKYQ97VhwmXhSmKMH7LzCBfWvgxij1s2Cb1NkDVBpkkZ8q2L4XJH7sb5M+e9izfN+LUZIhJBNIvcCLkm0KYQ8YP0XAfaDhpzGK7C1zd+xhzwoRyCpSkP0gRWibgtkDVJ6EQRCFUSDhoyQxtfy2qsXxI2tZjrzhsjxGGfzu75uyYxrOBlDVsnw/Dnkooe+jsM/5FLRjV8dzexG7KSwzY+tu4vCnnOx6uSvyGdRgSsVZ8yaty9BcwN6/m+wh8xqKjJhLoZj62f5dvg1RpBrLyTEOLx74z2A5GTMir09/J4fJ4At7hO88vC0ntr1lULjMJYr5bhRze5dNatLxQj6vIh0uZFMr7YagERv70gVX65/+mWHpNKI0gcQOkGHSJLUYyocT1f2z0mlDcRxLPmYoLVRKpws7i5P8YFi73t8eBOssuUrJIT8OyFP0XI61eBVXPQxILbG7Evpo0z3+ZFcfnjYT5//4bBa36Fw5ANiTjGJrRlkUoSDhxxpzknaD+0fGbpBR/6KWfsGLkVmcBAGOEwMSZnBQx3kunh0a+JmHkpiUIFriZl4QBREp8hlQ6oVxQvECBoUCPwxRSMpCBpYEKEpJScShIuSjOCFlMYPyURCEtChhYKGPsjAOSFnKUZMIJQGtNGNlceanPq0TsQa4UQbYFAyxJmRZGqeUEeQLcigFedJC1oggyUQRa4Pr+36IWBlvReJH0D3QspjTS8OIyY21AnlRFIWMO2gF5FDm9dvBl2MIj18gHvNRzuBLG26/mCPthGzDCKGPSjOo4ouNLQIXxUnq+QEt6ugeFOABF4hoH7qNDMWy9pEX+4jpgskOpWmWpqGi/gSEnqWy+pEfxEw3THBJFodpoCg/TnwPBbLuXbCFlEmc6x7UHPu+rPooDjJWwhUPLEB+oCoe7NbP4kzRfBRkMbMjofkwitLMVxQfhQlS9e6DjyReougdRBFHmaJ2hMLQCxW1p1GQMKl+L627OGHJiLm1eof2p1kWoz7Nh+ADKI2J5sEtQQaprPogirMs8RXPR5ADcZ/2W0VHPlJ0n4DDRYryAQ3U6CvaB0dKEhZauPQg70NpJqsf3BK48DTP99M4C2UDCHD80fUPtQaB6vluGKbCfXkTMrxgqOgfbwNS1A9t8gLGmXB7P0vD2I9UA4CQHGaKAbgItODx+PCdTADcGBEHkA0ADA9Fva4PwRPHT6x/N/ADxqCQnh9DyqroH6eRiu49iNNa1Afr95gzhSLGJ7xTYZKD5DxjgZCJLYxBgaGsePAaHyluD9HY81NF6xB2EqRpPQOvTyNV60kQ+l6kun3QRgzGfQjySNVoDz6Uxr7m9WES8jDO4xaMVnyk+r2bxWnkB9/Z8aPQ91W/D7IwiPykN+DjRewwpW7vJRH0cLLeIx9MOpS1HoZgvVksKx5iR+ozWwiEO2PD1zTvR16YKqp3wwTGdUgJ+mmasJ5BxHyPtqr1+QyMMVFCPr5bKtB0HwGpACm6B4eEEKKqPkIoYAGK6x4KfFaBUH6YwShU9XlgK0sCLeZD0pGoXT1kIYgb1/dSfeDFQRSpfT2YZtqreeje05T6OwrBsFlvJoQXZhAFMsXhoddLskxRPYTtIM6UgA+igwQoklUPmgefV7p738uSBCmpHgSByFfCvZtlAcrUcJ/gMJUpuse7KRM13EPvHGSZGu3TCLJhT9O9nyWR2tu7kL8KG+E9VtQ6uUhWcY8Ya3leEPsJS2KE5wNqln1n9UcoTEnElAM+BN+Q9FxGA0jjIExpqudCpu9Fni9bQAq5F+8ahZx932NdqPB93OPHsv5xlpWyREvo3wt8liUK8UH2H7MAzl0n9VAcqx0+dNkIaak+jvOJ4v7ITzJeATcBqCBJeJfFTTjGw4RQtYEkiTy1w4ewGEC3oeX6CFLILFSTPh9GCVmk5fqJ76e8z+EhIPY8kWl8LyOAZAnFnmoFEALSoM8GYhThPJGaQAQ9oDrag6AC7hdp8R9krY73wMpCrqOgDdBhHCvhP4Vewk+0pA/cxUvV8V4cBayP5SkzdAjMf7gJxFEEoUi2AMhPspSnd20PEEEUU3N+6L0ynrVyE8j8mIc6nvLFXsp9WyR9SUyvP2rVHwNQomsf7BNpYz0IbRkPPd9J+5DwgcOqyoegIMYBGsqhuIMCA0tv2u4x/XojZZe7vBG6vdzqPp9vivb1U+9ch+GKI7w+8gnvwSN7lthsCyGo7uQhRXjtf0HPHlDABTl/QFeMCIRLOPtkutqomDfiLAmGcinbMiyjSkGPKfUT8selZWJjA5PSuqk308ZSj9oZLnBabNp9SvfSjvrJeqjc0qHc6XRF7tMwbHtS9jwNpWtBhtqNQuzbZPNZvU6Jt0FVdN/RwafnsPQ7rIyXWWEtPh4sNmxDO32EP2ulmRTqHqSP5I1KuEi5RKUrmHnFtft4wKRHtx0/HoDMDBZxV/LdSx0EkKut80QkbFpphybQ9S2EF58FrfHWY9jsYp2RQE5P0iP+0p0Cxu3fV28y2xswGq5pZYCI2gE0e3QzycF1+bszr5y7cutOW4DaHymXpm3ZYbp4R880j4hGu1K+l77fD+Xjs6dih3n1sHRXYv8PvpInb6/fIYegsavgG1KwpR6YFKOI3nSoZMAYdThHZOGgFQ1mzwEjcixFOl/V49I9ZkBaM8/x1S0rck8FNIFu2j2w3i7nny0IJKU4BF5tGtrIpdwsnWB1S45xV/ADVEE6jvVQNndW8bial9OykXHls64Hxv1ut2QBAVyBrPwRl4BoRiy9u0/qVtvX0W/G9NS0RLldKaSeTT0KCNJ1Rcgw9ozHu/Uj3jI2w2lJbTtxsi5nG8KRsi+R8ukQG7Ud8rtlF0JVkv3PyjmC9iIAWoPDH7YQ+tQGmHvse/uEsulQC1tlYPu+iUEylj/ZDhPIvYPbD+/b98lzWsLhva07xAtdVI8HYFiOUVDt8ccmn/+bujTIxTdFCg77RZwEwa0oHDAEim7so+n5+fa0EMGEZuOm7385TG0nNOBVs9maB39GwyGY+kEr56Zc/1U3A8rBHs457E6gxz0kMX99t6xcDX52QkwBUjsDifaGpQ5W2sUSnTPe9ch4BNnuqRsGxFmkctbccbHelS4ErR5FzUp8v+m0YNH5eF6dzCsXPx4R+xjflSf4r3tXHpn4+fIc4qNQIP7hFJmBrE0d6yJfixZTTMywQ373/T3AcRS9EkBSlUN+OzohBMm1X4fkygZWAXtvYbmoMXEiagxoYHBVVxMFDnOBHwywn07riezGvca7oICyC1NXwhRM8PSYLz96xHonTMXB/Jl2vBfNQ1EsdYclKAy/12XFfXd8fxVUoQUWzKbYEo5LCAzvLZUYw4BaShycBSvGqcP+6voUzBiuzZMY7b0zj4c4kuxzBFlqemo7UUYvuSMkKp4eepJb05iFVT8Zj3K8I5va78TNnQe8VyZ36Z0ALsi3j51cHkttBBP3TpvMOm2a+gRrjoFFfFNMddu0F8vNy0/FvLyrqpmV31cl+Al4Mv6/CsrlpmzKArKRxvqLHpLBdSyrWWG4oGQ9G9EB1IaHUhqkuhaH1/zZwCGfSofkb2F8wal9hHHvx+Nk+LG74US46ujjcQBShhrHg8D9aEP4OIGAxZ+PEJb5YrM/+OgGuKDnOrrRx9EoOEn8owE8+P/8A7/hSRiRV0ReoxPkAbWe8wI87o1WLIiujgYrHD5XeuxU4udoPRt7J2rkhPh31HOrWqulkRIhwz0aI50vOn8PVB8PWAtOi96583T6p/d+f/QwxE8IP9F76FZ9zR2pt8M5ONh3kiZMzG+J0f7XmdlbE44FI00YcShnpq5L5WDR5UDYJLmlraXqG6hSlwEqFHgsWD2hBa4oOEKdzaSdKRHzLm4p1W4nQ9b407dOiOD8+3jU3n8u5jtu5QNOrKy9JX1fHAXGd2DwYofx0NMWlmi1FxtPm6pu+YfRxlPc46R7M2/UCIlL9KtEHu4gLbIGQNI0QMMNx59+svg9d4IKT7zhzWEcapZIC8VhaNYIIyipfqxcE9gz86VeMSwOcbMCR0pbAe6VLjh2de83qL7tEeZSCqxQ715pTO6kZCxJZ/+YceCNmswsBBA5BOjgWpQr5dosg164wNMAfEulaDJB6nSEBEO9lp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the next leg from params (frozen head); the ES covariance is not carried"},"seeds":{"train":[1024000000,1024065023],"monitor":[30000000,30002047],"gate_A_C":[310000,310049],"gate_B":[7232768,7233279],"replica_holdout":[41010000,41018191],"real_fresh":[8044032,8044543]},"notes":["All artifact JSON ids and decoded code/port hashes verified before use; START port hash equals IA port hash (same port, weights differ).","Replica speed 274.4 markets/s on 4 CPUs (100..300 band): searched with 256-market blocks per the requester's rule.","The ES mean beat START on the monitor; frozen weights are the best monitor ES mean (rounded 1e-6).","Gate C was run on the frozen Solidity; real-engine candidates each ran alone against VanillaStrategy with fresh seeds used once.","Real engine (512 fresh seeds, each alone vs Vanilla): frozen vs IB +0.165 (se 0.030); frozen vs START -0.003 (se 0.025), i.e. statistically tied with START; the monitor gain (+0.0049, se 0.010) and replica holdout gain (+0.0165, se 0.005) over START are small. afterSwap peak 237,794 gas, no OOG/revert.","Search ran 254 generations / 64.0 minutes (segments <= 7.2 min, state pickled under scratch/state); stopped 30+ minutes before the deadline per the brief. ES mean monitor scores were negative until generation 180 while sigma decayed under the cap."]}