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from CG"}},"hashes":{"T3":{"code":"cb6d945511e1e10af78baa64c2a6cb25806f0998403ce6440654bfc3c70092d9"},"CG":{"code":"e1ea8fcb105e00754d17061efbe4b299a634b0fcc1b5c293d65b631654b7204b","port":"b29cd2a078b4c3fc57945a79e927624dd346c44d8cc149dae43f4929aa6d736b"},"HA":{"code":"99e3a2eceae0e5543d27473859e10b005d0ce0aa7067f2e1a24d1e0e4a7390fe"},"replica":{"replica_source":"1e4c44b4bffbdeed65872ee15d46dbde209bf5aa11014329d13d100507b4040c"},"kit":{"code":"99e3a2eceae0e5543d27473859e10b005d0ce0aa7067f2e1a24d1e0e4a7390fe","port":"9aa80ce98b31cb18b14192a87a9b6d133e4c9c2d7adc4a51a5f170be95d92fef","harness":"24169a30bddafe5f82fa6873adcd7d6c15892f883d1af25eebaa9b5f623606bc","sim":"d003c663b94968b58aaefb65fef8e910638ee1664e19f96c809b45e499910638","t_code":"ebd9de9bf6af6e55d5e308fd15dbb88edec11fd684891d02a30aec185acd19b3","differential_test":"32345abab9b1ea77ebe084b02e1c4b7bb692b5202af7c62572e36f96d3e2cb5b","tests":"2ff44560ef5b8ee5d5e1c32daf4e2c63b05fb858b9a4646640884fc66ca22bcd"},"harness":{"code":"cd9bdb45ab0537ad25c4fd90ca8618898cef6386de3df65f192eaef65fbca245"}},"notes":["All downloaded artifact JSON IDs and provided decoded source hashes were checked. Setup used pinned checkout 6b6921f8d463314aa7c96234e1be25a25245f704 and the checksum-verified specified simulator wheel.","The supplied CG port was inserted into the supplied replica STRATEGY block without rebuilding its fee logic. Only parameter plumbing changed: three existing anchor literals read W[NW:NW+3], and the existing TH values follow them in the parameter vector. Market logic and input scaling are unchanged. T is the CG port with its head off, retaining its toxicity anchor.","Gate A compares the starting T3 port with T3 EVM code on the first 2000 callbacks of each actual replica market at seeds 310000..310049. Gate C repeats this with the frozen candidate. No synthetic stress trades were used.","An initial gate-B diagnostic mistakenly disabled T's toxicity anchor, producing +2.27305; this was corrected before training. The reported gate B uses the required anchored T and matches the upstream T3 reproduction (+1.9203722448).","CMA state, including its pickled bound-method RNG, was saved between bounded search segments. Each generation uses fresh contiguous seeds. Monitor selection uses no holdout or candidate real outcomes. Search and the T3 real reference arm shared CPU resources.","The complete frozen params are copied from T3 with only weights and the 41 constants updated. The emitter reproduced starting T3 Solidity byte for byte before use. Frozen code changes only the existing named constants, anchor literals and _head body.","The 8192-seed holdout was evaluated once after freeze, for candidate, T, and T3. Holdout over_base means candidate minus T3. Statistical SEs are paired sample standard deviation divided by sqrt(n).","Each real arm runs alone versus the 30 bps VanillaStrategy with amm_sim_rs.run_batch(X,VanillaStrategy,configs,8), in 32-seed chunks. Config draws follow MatchRunner._build_configs using each reported seed. Each seed is used once per arm. T3 reference recording began during training and finished after freeze; its outcomes were not used for policy selection. The two real blocks are reported separately.","Retail and arb edges are reconstructed from each real market's prior end-step reserves/fees and fair-price path, using the arm's actual BASE_FEE at initialization. Reconstructed arb volume is independently checked against the engine's accumulated arb volume. Retail edge is total edge minus reconstructed arb edge; both component deltas reconcile with the paired total.","Gas counters are from amm_sim_rs.gas_stats() after each run_batch, reset before each chunk and aggregated by summing calls/failures and taking the maximum successful gas. Valid requires every gate, zero OOG or other callback failures, and afterSwap peak <=245000 in both arms.","All reported performance measurements were made locally in this run; reference targets and starting parameters came from the brief and supplied artifacts. No leaderboard placement or top-10 gain is claimed."]}