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from CG"}},"input_artifacts":{"T3":{"url":"https://api.imd.fun/artifacts/2333ecf28d4356bd232b85c1e55842e94e1ada05e1cd067830b5625dfdbc5336","sha256":"2333ecf28d4356bd232b85c1e55842e94e1ada05e1cd067830b5625dfdbc5336"},"CG":{"url":"https://api.imd.fun/artifacts/ebbd90c663c396598965b23341aea97a4501b4c971db183a8fe94a880f399979","sha256":"ebbd90c663c396598965b23341aea97a4501b4c971db183a8fe94a880f399979"},"replica":{"url":"https://api.imd.fun/artifacts/e8a7a2af9039c24b8bb2d3b5fa1c9113606cbf5a480ac07d02ca26750f1752ea","sha256":"e8a7a2af9039c24b8bb2d3b5fa1c9113606cbf5a480ac07d02ca26750f1752ea"},"HA":{"url":"https://api.imd.fun/artifacts/2801efc8190e86318dd922d4a7179f63684d77a226047fc2f3c78232963eb690","sha256":"2801efc8190e86318dd922d4a7179f63684d77a226047fc2f3c78232963eb690"}},"checks":{"canonical_configs":{"n":256,"fields":["n_steps","initial_price","initial_x","initial_y","gbm_mu","gbm_sigma","gbm_dt","retail_arrival_rate","retail_mean_size","retail_size_sigma","retail_buy_prob","seed"],"exact":true},"frozen_shell_and_scaling_unchanged":true,"CMA_rng_independent_restore_reproduces_population":true,"decoded_input_sha256":{"T3_code":"cb6d945511e1e10af78baa64c2a6cb25806f0998403ce6440654bfc3c70092d9","CG_port":"b29cd2a078b4c3fc57945a79e927624dd346c44d8cc149dae43f4929aa6d736b","replica_source":"1e4c44b4bffbdeed65872ee15d46dbde209bf5aa11014329d13d100507b4040c","HA_code":"99e3a2eceae0e5543d27473859e10b005d0ce0aa7067f2e1a24d1e0e4a7390fe"}},"notes":["Supplied artifact JSON hashes and all four named decoded source hashes verified; setup wheel checksum passed; pinned checkout 6b6921f8d463314aa7c96234e1be25a25245f704 validated StarterStrategy.","Used CG port without rebuilding strategy logic. Three embedded anchor literals became TH entries; wrappers pass TH after the fixed W prefix. All market, RNG, routing and arbitrage logic is the supplied replica. T is CG port with CG constants and head disabled.","All 219 coordinates start at frozen T3. Scaling and Solidity shell unchanged. Only named constant declarations, three anchor literals and _head weights change; integer constants rounded, other constants quantized to WAD and weights to 1e-6.","The initial monitoring baseline mistakenly used T3 constants with head disabled. This was corrected after generation 1; subtracting a shared baseline does not alter CMA rankings. The invalid monitor value was discarded, an interrupted training block reserved rather than reused, and the original T3 starting monitor was measured separately.","Training and real T3 baseline calculations overlapped on independent markets to fit the task time budget. Every command was segmented below eight minutes; CMA state saved each generation.","Real candidate and T3 each ran alone against 30 bps VanillaStrategy using run_batch(...,8), 32 configs per call. Both specified 1024-seed blocks are reported separately; no seeds reused within an arm.","Real retail_delta and arb_delta are null because the instrumented run_batch result exposes total edge and retail/arb volumes but does not expose their separate edge components. Volume and PnL deltas are reported instead. Replica holdout does expose retail and arb edge deltas.","Holdout evaluated once after freezing. Real and replica results are local measurements, not leaderboard results. Standard errors use paired sample differences with ddof=1. worst5 lists the five lowest paired seed differences.","Neither 1024-seed real block resolves an improvement over T3 at two paired standard errors. This continuation does not establish real-engine progress over T3.","Sigma caps are applied at ask/tell boundaries. The final reported elapsed time includes checkpoint bookkeeping: its sigma cap timestamp precedes it by 0.017 seconds; no subsequent generation used this final snapshot.","The valid flag follows the brief gate and gas criteria; paired real means and standard errors give the performance evidence."]}