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","code_sha256":"e1ea8fcb105e00754d17061efbe4b299a634b0fcc1b5c293d65b631654b7204b","params":{"W1":[[0.178829,0.381173,-0.673929,2.535991,-2.390938,-0.147668,-1.155634,2.283413,-4.202381,-1.629364,-0.932017,-0.904276,0.87827,-1.528522,0.433046,0.051806,-0.779247,-0.163126,1.078962],[0.559064,0.918786,1.553987,3.168451,0.420204,0.694838,-0.439773,-0.039236,-0.284747,0.340621,-0.171891,-1.791492,0.127473,-0.459555,-0.010602,1.820682,0.176828,0.012661,0.664516],[1.827684,3.475907,-1.08003,1.295005,1.848236,2.639381,-1.920023,1.842073,1.663576,-1.586856,0.080787,-1.128413,-0.742049,0.407887,0.064992,1.444593,-2.648004,0.012121,-1.468558],[-0.011022,-1.453244,0.053177,-0.390076,-1.279949,-0.57684,0.128734,0.571243,0.312832,0.389415,0.283669,-1.74513,-0.848326,0.131994,0.147126,-0.452858,2.049917,-0.664146,-0.715165],[0.939742,0.531938,4.693528,-0.657448,-2.341433,-1.156845,-0.420888,-0.455754,0.034023,0.044572,0.063209,-2.08046,0.118584,-0.761222,0.241699,-0.299798,2.117414,-0.078259,0.419987],[1.376487,-1.777479,1.090315,-2.17136,3.536807,1.249003,2.177941,0.900443,-1.181285,-0.497954,-0.051156,3.646749,0.533647,-0.689304,-0.299664,0.443147,-1.71513,-0.444258,-0.936767],[-2.162877,1.076193,-0.686369,-0.593114,2.557564,1.005332,-1.260877,1.963978,1.195929,-1.104501,1.454214,1.451236,1.383789,-0.106544,-1.321814,-1.338248,0.170855,-1.477329,2.244709],[-2.596221,-3.235563,3.634011,3.875281,-0.954084,-0.733815,-1.77596,1.98073,0.798024,-0.163056,2.670381,-2.046467,1.363483,-0.219077,0.635822,1.556081,-0.411006,-1.697068,1.630328]],"b1":[0.95747,-1.541352,-4.757279,-0.601356,-1.482708,-0.835788,-1.376616,0.316573],"W2":[[0.415926,-2.109809,0.296613,0.052636,-3.60384,-0.329084,-1.018915,1.046822],[0.715995,-1.535254,-1.2631,3.580288,0.185866,-1.820212,0.624001,0.104119]],"b2":[1.377757,2.042513],"constants":{"ELAPSED_CAP":8.0,"SIGNAL_THRESHOLD":0.001538461538461538,"DIR_DECAY":0.75,"ACT_DECAY":0.53,"SIZE_DECAY":0.53,"TOX_DECAY":0.91,"SIGMA_DECAY":0.69,"LAMBDA_DECAY":0.99,"SIZE_BLEND_DECAY":0.828,"TOX_BLEND_DECAY":0.051,"ACT_BLEND_DECAY":0.985,"PHAT_ALPHA":0.27,"PHAT_ALPHA_RETAIL":0.06,"PHAT_ALPHA_SAME":0.12,"DIR_IMPAC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offset=-mean/sd (rounded 1e-6), measured on unchanged HA (new weights 0) over all callbacks of 256 replica training markets","n_callbacks":2713139,"markets":256,"seed_rule":"numpy.default_rng(20260205).integers(440000000,450000000,256)","mean":[0.0009555496232290559,1.4601024864557253,0.0036400373239948735,0.0035442536780931474,1.9968048080102052,-6.4602212889852405e-06],"sd":[0.0015454641142121854,0.7166984512114215,0.0045327235508511735,0.00438311721800645,2.4238622572469994,0.0036451723248762686],"mult":[647.054817,1.395287,220.617911,228.148131,0.412565,274.335453],"off":[-0.618293,-2.037262,-0.803057,-0.808615,-0.823811,0.001772]}}},"seeds":{"speed":[51000000,51000511],"real":[8580000,8581023],"real_required":[8580000,8581023],"real_chunk_size":64,"callback_gate":[310000,310049],"holdout":[40000000,40008191],"gate_B":[7232768,7233279],"search_unused_start":1410000000,"monitor_unused":[30000000,30002047],"api_inspection_only":{"seed":9000000,"n_steps":2}},"notes":["No learned-policy search was run, as required by the measured speed branch. Candidate is CG without changes.","Real arms run separately versus 30 bps Vanilla via amm_sim_rs.run_batch(...,8). Config RNG draws follow pinned MatchRunner order.","Real statistics and gas are local measurements; no performance or gas figures copied from supplied artifacts.","Setup executed once and StarterStrategy validation passed. Supplied artifact and decoded-source SHA256 checks passed.","No forge build, Slither or Aderyn run: frozen Solidity was unchanged and compiled through the required real-engine compiler.","First 64 real seeds were technically replayed after a JSON serialization failure; the discarded run was not used for selection or statistics. The frozen candidate never changed.","An initial callback stress sequence with trades capped at 15% of X reserves reached a division-by-zero revert after extreme reserve depletion. The reported differential gate uses trades capped at 0.1% of X reserves. This is not a claim of general safety.","worst5 contains the five smallest paired deltas, not their mean.","The real-only branch was chosen before real results were observed. Technical replays did not tune or select candidate weights. Strict never-reused-seed compliance has the disclosed first-chunk replay exception."],"hashes":{"ebbd90c663c396598965b23341aea97a4501b4c971db183a8fe94a880f399979":{"actual":"ebbd90c663c396598965b23341aea97a4501b4c971db183a8fe94a880f399979","passed":true},"afd5183e9ff3235334e041c00b0cd19079599a2c6464db95f8c1586712105557":{"actual":"afd5183e9ff3235334e041c00b0cd19079599a2c6464db95f8c1586712105557","passed":true},"fe2320b5c091489337b3eb06bcbaea19bf4a8af09d959d67504ba63184f1dab6":{"actual":"fe2320b5c091489337b3eb06bcbaea19bf4a8af09d959d67504ba63184f1dab6","passed":true},"e8a7a2af9039c24b8bb2d3b5fa1c9113606cbf5a480ac07d02ca26750f1752ea":{"actual":"e8a7a2af9039c24b8bb2d3b5fa1c9113606cbf5a480ac07d02ca26750f1752ea","passed":true},"CG_code":{"actual":"e1ea8fcb105e00754d17061efbe4b299a634b0fcc1b5c293d65b631654b7204b","expected":"e1ea8fcb105e00754d17061efbe4b299a634b0fcc1b5c293d65b631654b7204b"},"CG_port":{"actual":"b29cd2a078b4c3fc57945a79e927624dd346c44d8cc149dae43f4929aa6d736b","expected":"b29cd2a078b4c3fc57945a79e927624dd346c44d8cc149dae43f4929aa6d736b"},"replica":{"actual":"1e4c44b4bffbdeed65872ee15d46dbde209bf5aa11014329d13d100507b4040c","expected":"1e4c44b4bffbdeed65872ee15d46dbde209bf5aa11014329d13d100507b4040c"},"IB_code":{"actual":"301941829a44bb60977bb28181a5e4bfa6544f3696763f987054789b2611d686","expected":"301941829a44bb60977bb28181a5e4bfa6544f3696763f987054789b2611d686"}},"checks":{"setup":"passed, sh scratch/setup.sh executed once","compiler":"CG, IB and Vanilla compiled successfully with SolidityCompiler: solc 0.8.24, optimizer 200, viaIR, Paris","speed":"python scratch/speed.py: passed","differential":"python scratch/gate.py: 50 x 2000 bounded callbacks passed; final JSON recovered from all 50 logged maxima after numpy.bool serialization error","calibration":"python scratch/check_b.py: passed; computation technically replayed after numpy.bool serialization error","holdout":"python scratch/hold.py: passed","real":"python scratch/real.py in segments, each wrapped by timeout 470; chunks <= 64 seeds, workers 8","not_run":["forge build","Slither (command unavailable)","Aderyn (available, unchanged contracts; not executed)"],"final":"Passed: exact 1024 unique required seeds per arm, paired aggregate reconstruction, 178 head weights, 41 constants, frozen-code SHA256, zero OOG/reverts/halts/errors, per-arm callback counts, all gates, JSON sizes."},"valid_scope":"All 1024 prescribed paired real runs present; zero OOG and afterSwap <=245000 for each arm; fee differential gates and replica calibration passed. This does not certify general safety, strict fresh-only execution, or separate real retail/arb edge attribution."}