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","code_sha256":"4aa5dbbc12ad2e4e1e8f2280b25ad35f6536c2e46e1fe68232a13742999d8927","frozen_manifest":{"policy_sha256":"612fe507eb559363cfb7825d7c360c0ff5164631eb154f366924fc3c50467c8b","code_sha256":"4aa5dbbc12ad2e4e1e8f2280b25ad35f6536c2e46e1fe68232a13742999d8927","port_sha256":"da9774f8703cfed6a1ff7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real/aggregate)","paired_vs_IB":{"n":512,"mean_diff":-0.09045996130884693,"se":0.02738913010105963,"worst5":[[8005236,-2.4003125607254105],[8005322,-1.906468076138367],[8005259,-1.8496751080978129],[8005165,-1.7023201459544453],[8005382,-1.597770073262609]]},"retail_delta":-0.5657441420998023,"arb_delta":0.47528418079095497,"identical":0,"mean_edge":{"IB":529.3610666244522,"Candidate":529.2706066631437},"means":{"IB":{"edge":529.3610666244522,"retail":558.6733756699515,"arb":-29.312309045498818},"Candidate":{"edge":529.2706066631437,"retail":558.1076315278519,"arb":-28.83702486470785}},"code_sha256":{"IB":"301941829a44bb60977bb28181a5e4bfa6544f3696763f987054789b2611d686","Candidate":"4aa5dbbc12ad2e4e1e8f2280b25ad35f6536c2e46e1fe68232a13742999d8927"}},"gas":{"IB":{"afterSwap_peak":236928,"oog":0,"gas_stats":[{"role":"Baseline","callback":"afterInitialize","calls":512,"ok":512,"max_ok_gas":21796,"sum_ok_gas":11159552,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0},{"role":"Baseline","callback":"afterSwap","calls":5504420,"ok":5504420,"max_ok_gas":22592,"sum_ok_gas":124195066696,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0},{"role":"Baseline","callback":"getName","calls":512,"ok":512,"max_ok_gas":21526,"sum_ok_gas":11021312,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0},{"role":"Submission","callback":"afterInitialize","calls":512,"ok":512,"max_ok_gas":243227,"sum_ok_gas":124532224,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0},{"role":"Submission","callback":"afterSwap","calls":5523146,"ok":5523146,"max_ok_gas":236928,"sum_ok_gas":746734085138,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0},{"role":"Submission","callback":"getName","calls":512,"ok":512,"max_ok_gas":21735,"sum_ok_gas":11128320,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0}]},"Candidate":{"afterSwap_peak":131753,"oog":0,"gas_stats":[{"role":"Baseline","callback":"afterInitialize","calls":512,"ok":512,"max_ok_gas":21796,"sum_ok_gas":11159552,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0},{"role":"Baseline","callback":"afterSwap","calls":5495352,"ok":5495352,"max_ok_gas":22592,"sum_ok_gas":123990526872,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0},{"role":"Baseline","callback":"getName","calls":512,"ok":512,"max_ok_gas":21526,"sum_ok_gas":11021312,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0},{"role":"Submission","callback":"afterInitialize","calls":512,"ok":512,"max_ok_gas":176904,"sum_ok_gas":90574848,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0},{"role":"Submission","callback":"afterSwap","calls":5498169,"ok":5498169,"max_ok_gas":131753,"sum_ok_gas":573667342928,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0},{"role":"Submission","callback":"getName","calls":512,"ok":512,"max_ok_gas":21754,"sum_ok_gas":11138048,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0}]}},"valid":true,"notes":["Search used a copy of the kit's harness.train loop (identical logic: popsize 16, sigma0 0.1, ES mean/gen-best selection on monitor seeds 30000000..30002047 vs replica T every 10 generations) with only two constants changed as the brief requires: ES seed 20261106 (kit default 20260205) and train seeds from 510000000 (kit default 400000000). The kit's require_gates validation guard was run unchanged and accepted a validation JSON built from the A/B/C evidence measured here (B gained error/passed fields computed from the measured mean_diff vs 1.513).","512 train markets per generation (a generation took ~13-48 s, under a minute). 138 generations in 8 segments, each under 7 minutes, on one checkpoint; last monitor check at generation 130. Frozen weights = maximum historical monitor gain (generation 130 selection).","Replica speed measured with 6 processes (machine has 6 cores); an 8-process run gave 625 markets/s.","Real engine: arms IB (goal file, code sha256 301941829a...) and Candidate, each alone vs 30 bps Vanilla via the kit's real (amm_sim_rs.run_batch(...,8)) on seeds 8005120..8005631 in 8 chunks of 64, each seed block used once; aggregate pairs Candidate minus IB.","Gate C_start: frozen IA-equal POLICY Candidate.sol vs IA.sol reference, 0 exact mismatches. C_frozen: trained Candidate.sol vs its frozen weights, no reference.","Real engine: the Candidate did NOT beat IB on seeds 8005120..8005631 (Candidate minus IB -0.090 se 0.027); it beat IA on the kit replica monitor and holdout only. IB was run here as Solidity (afterSwap peak 236928); the Candidate is the kit-emitted IAD-style contract (afterSwap peak 131753). Retail/arb deltas are the kit decompose() edge split."]}