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","port_sha256":"732c0fb615480020795039a111e4a49a46f851e6f29720b092665b247d79006b","holdout":{"frozen_vs_start":{"n":8192,"mean_diff":0.0,"se":0.0,"sum":0.0,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frozen engine run completed but its diagnostics failed because KIT assumed an initial fee of .0004. Both source and deployment bytecode are identical to START. Used the separately measured START outputs; no frozen or IB engine rerun."}],"recovered_core_outputs":[{"seeds":[8128064,8128127],"arms":["IB"]}],"seeds":[8128000,8128511],"valid":true,"frozen_vs_start":{"n":512,"mean_diff":0.0,"se":0.0,"sum":0.0,"sumsq":0.0,"worst5":[{"seed":8128000,"diff":0.0},{"seed":8128001,"diff":0.0},{"seed":8128002,"diff":0.0},{"seed":8128003,"diff":0.0},{"seed":8128004,"diff":0.0}],"retail_volume_delta":0.0,"arb_volume_delta":0.0,"by_quartile":[{"n":128,"mean_diff":0.0,"se":0.0,"sum":0.0,"sumsq":0.0,"worst5":[{"seed":8128426,"diff":0.0},{"seed":8128032,"diff":0.0},{"seed":8128355,"diff":0.0},{"seed":8128122,"diff":0.0},{"seed":8128127,"diff":0.0}],"retail_volume_delta":0.0,"arb_volume_delta":0.0,"quartile":1,"IB_retail_volume_range":[58683.919069229996,69264.07564673266]},{"n":128,"mean_diff":0.0,"se":0.0,"sum":0.0,"sumsq":0.0,"worst5":[{"seed":8128382,"diff":0.0},{"seed":8128359,"diff":0.0},{"seed":8128393,"diff":0.0},{"seed":8128271,"diff":0.0},{"seed":8128016,"diff":0.0}],"retail_volume_delta":0.0,"arb_volume_delta":0.0,"quartile":2,"IB_retail_volume_range":[69302.85071427203,78464.08284742669]},{"n":128,"mean_diff":0.0,"se":0.0,"sum":0.0,"sumsq":0.0,"worst5":[{"seed":8128186,"diff":0.0},{"seed":8128304,"diff":0.0},{"seed":8128044,"diff":0.0},{"seed":8128056,"diff":0.0},{"seed":8128365,"diff":0.0}],"retail_volume_delta":0.0,"arb_volume_delta":0.0,"quartile":3,"IB_retail_volume_range":[78679.632651203,87340.31949859812]},{"n":128,"mean_diff":0.0,"se":0.0,"sum":0.0,"sumsq":0.0,"worst5":[{"seed":8128151,"diff":0.0},{"seed":8128188,"diff":0.0},{"seed":8128326,"diff":0.0},{"seed":8128421,"diff":0.0},{"seed":8128064,"diff":0.0}],"retail_volume_delta":0.0,"arb_volume_delta":0.0,"quartile":4,"IB_retail_volume_range":[87384.5638168605,99347.3332116924]}]},"frozen_vs_IB":{"n":512,"mean_diff":0.7317966275572116,"se":0.040731076211392124,"sum":374.67987330929236,"sumsq":708.2423372984042,"worst5":[{"seed":8128487,"diff":-8.90574345628039},{"seed":8128125,"diff":-3.5860862680269747},{"seed":8128431,"diff":-1.5506953477698744},{"seed":8128421,"diff":-1.4346876113314693},{"seed":8128231,"diff":-1.3507719666304183}],"retail_volume_delta":282.97660022748005,"arb_volume_delta":-55.09116181162141,"by_quartile":[{"n":128,"mean_diff":0.683367561883605,"se":0.058200958377752444,"sum":87.47104792110144,"sumsq":114.8396636490278,"worst5":[{"seed":8128146,"diff":-0.8784985865087265},{"seed":8128123,"diff":-0.6740790543187813},{"seed":8128389,"diff":-0.632194681778401},{"seed":8128050,"diff":-0.6128419742943834},{"seed":8128173,"diff":-0.6099591126140353}],"retail_volume_delta":-87.27806653895271,"arb_volume_delta":-268.43900576576004,"quartile":1,"IB_retail_volume_range":[58683.919069229996,69264.07564673266]},{"n":128,"mean_diff":0.6278030403139843,"se":0.09942139012962847,"sum":80.35878916018999,"sumsq":211.1337580763611,"worst5":[{"seed":8128487,"diff":-8.90574345628039},{"seed":8128432,"diff":-1.080249220419205},{"seed":8128285,"diff":-0.8262611593251563},{"seed":8128416,"diff":-0.5576589774292415},{"seed":8128240,"diff":-0.5389352875255895}],"retail_volume_delta":95.519555995676,"arb_volume_delta":-145.07059874404098,"quartile":2,"IB_retail_volume_range":[69302.85071427203,78464.08284742669]},{"n":128,"mean_diff":0.8161211238630051,"se":0.0699081392275683,"sum":104.46350385446465,"sumsq":164.7003489226971,"worst5":[{"seed":8128319,"diff":-0.9199655795524677},{"seed":8128170,"diff":-0.6778688941712971},{"seed":8128283,"diff":-0.6477225828647306},{"seed":8128097,"diff":-0.5653471670959789},{"seed":8128134,"diff":-0.5527942464211719}],"retail_volume_delta":420.762300763643,"arb_volume_delta":20.78768981539571,"quartile":3,"IB_retail_volume_range":[78679.632651203,87340.31949859812]},{"n":128,"mean_diff":0.7998947841682522,"se":0.0913556156648955,"sum":102.38653237353628,"sumsq":217.56856665031825,"worst5":[{"seed":8128125,"diff":-3.5860862680269747},{"seed":8128431,"diff":-1.5506953477698744},{"seed":8128421,"diff":-1.4346876113314693},{"seed":8128231,"diff":-1.3507719666304183},{"seed":8128451,"diff":-1.1626668046395707}],"retail_volume_delta":702.9026106895541,"arb_volume_delta":172.35726744791967,"quartile":4,"IB_retail_volume_range":[87384.5638168605,99347.3332116924]}]},"start_vs_IB":{"n":512,"mean_diff":0.7317966275572116,"se":0.040731076211392124,"sum":374.67987330929236,"sumsq":708.2423372984042,"worst5":[{"seed":8128487,"diff":-8.90574345628039},{"seed":8128125,"diff":-3.5860862680269747},{"seed":8128431,"diff":-1.5506953477698744},{"seed":8128421,"diff":-1.4346876113314693},{"seed":8128231,"diff":-1.3507719666304183}],"retail_volume_delta":282.97660022748005,"arb_volume_delta":-55.09116181162141,"by_quartile":[{"n":128,"mean_diff":0.683367561883605,"se":0.058200958377752444,"sum":87.47104792110144,"sumsq":114.8396636490278,"worst5":[{"seed":8128146,"diff":-0.8784985865087265},{"seed":8128123,"diff":-0.6740790543187813},{"seed":8128389,"diff":-0.632194681778401},{"seed":8128050,"diff":-0.6128419742943834},{"seed":8128173,"diff":-0.6099591126140353}],"retail_v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measurements from the pinned 6b6921f8d463314aa7c96234e1be25a25245f704 checkout and the prescribed Linux setup. Downloaded START, IB and KIT-B JSON SHA256s equal their artifact URL ids; all decoded code/port/kit-file SHA256s were verified. IB code SHA256 matches 301941829a44bb60977bb28181a5e4bfa6544f3696763f987054789b2611d686.","PORT is the exact START parameterized port. W layout: [enabled=1], 19 feature multipliers, 19 offsets, W1 row-major, b1, W2 row-major, b2, ANCHOR_COUNT_CAP, ANCHOR_LINEAR_K, ANCHOR_QUADRATIC_K, then TH_VALUES with named constants replaced from params.constants. Fresh zeros(40) each deployment; params.scaling is unchanged.","219-dimensional z=0 at START: 178 head weights plus 41 constants in START constants insertion order. Each W1/b1/W2/b2 block uses start + 0.05*rms(block)*z, coefficients rounded to 1e-6; constants use start*2**(.03*z), WAD rounding, integer ELAPSED_CAP/DIR_IMPACT_MULT/STEP_COUNT_CAP/ANCHOR_COUNT_CAP rounded. Only ES means at five-minute monitor intervals are eligible; START remains eligible with gain zero.","The corrected seeded trajectory starts at the first unused seed after the discarded run. Each generation uses the same fresh 512 seeds for all 24 proposals. Segments are shorter than eight minutes and resume serialized CMA/RNG state. A cache-enabled copy of the same Numba kernels speeds restart compilation; numerical code is unchanged. Search minutes count measured segment wall time after compilation, including monitor evaluations.","Gate A/C callback sequences: independent deployments at reserves 100/10000; RNG 440103+sequence; elapsed increments [0,0,0,1,1,2,8,13]; lognormal(-2,1.5) X amounts capped at 2% of X reserve; buy/sell callbacks use constant-product post-trade reserves and exact WAD callback inputs. Directions turn inward near spot limits. Stress has no 2%/spot bounds; sell amounts retain the 95%-of-X solvency bound. Stress is explicitly ungated and its failures are not counted as bounded-market or real-engine validity failures.","Gate B is START minus IB on replica seeds 8588000..8589023; the supplied +0.819 is a reference, not a real-engine measurement in this leg. Replica and Rust share config distributions, not random paths.","Frozen Solidity differs from START only in numeric literals; the freeze routine checks nonnumeric text equality. Weights are rounded to 1e-6, fee constants to WAD. Holdout is evaluated once after freeze; no holdout-based selection.","Every real-engine arm runs alone against 30 bps Vanilla via amm_sim_rs.run_batch(arm, Vanilla, configs, 8); configs follow MatchRunner draw order. Real seeds 8128000..8128511 run in 64-seed commands, once per arm. All three arms, including START, are measured. Paired SE is sample SD of per-seed differences divided by sqrt(n); worst5 sorts ascending differences; sumsq is the uncentered sum of squared differences.","Real retail/arb volume deltas are mean Y-denominated volume differences per market. Quartiles sort by IB retail Y volume, with ties in stable seed input order. Both retail and arb Y volumes come directly from engine outputs; no reconstructed real-engine edge decomposition is claimed.","Commands: sh scratch/setup.sh; python scratch/gate.py {0,10,20,30,40}; python scratch/gate.py 50 stress; python scratch/replica_gate.py; python scratch/check_range.py; python scratch/bench.py; segmented python scratch/search.py 420 (discarded), then scratch/search_v2.py 420 (corrected); python scratch/freeze.py; python scratch/gate_frozen.py {0,10,20,30,40}; python scratch/gate_frozen.py 50 stress; python scratch/holdout.py; python scratch/real.py {0,64,128,192,256,320,384,448}; python scratch/summarize_real.py. Python commands use the prescribed scratch/env.sh environment. See measured fields for results.","Additional checks: forge build --root contracts --use <solc-0.8.24> failed because forge-std/Test.sol is absent. Retrying with --skip test --skip script exposed the expected non-via-IR stack-depth limit. Adding --via-ir compiled five files successfully in 9.01 seconds, with warnings in unchanged code. No foundry.toml, remappings, or library files were modified. Foundry example tests were not run because their dependency is absent; the strategy-specific EVM callback checks were run instead.","Static-analysis limits: Slither is absent and was not run. Aderyn 0.6.8 was invoked twice on contracts/src/FrozenRelay.sol, excluding test/script paths, including a retry with FOUNDRY_SOLC set to the installed 0.8.24 binary and FOUNDRY_VIA_IR=true. Both attempts failed to create the AST/EVM analysis context because of a read-only filesystem restriction. No analyzer findings or security assurance are claimed. Forge lint/shadowing/narrowing warnings in the unchanged source were not resolved by this literal-only fee-policy task.","Real diagnostic repairs: KIT assumed a 0.0004 initial fee, unlike START at 0.000394715277459523. The first frozen 64-seed engine call completed but its optional edge decomposition failed before outputs were persisted. Its rows/gas alias the separately measured START arm after exact source and deployment-bytecode identity assertions; frozen and IB were not rerun. real.diagnostic_repairs records this. An initial-fee parsing error then interrupted the next IB block after core outputs and gas had been persisted; those engine fields were recovered without rerunning IB. Remaining real metrics use engine edge and retail/arb Y volumes directly, as requested. All 448 separately retained overlapping frozen/START rows match exactly. The first 64 frozen rows are not independently retained measurements.","Nothing beat START on the monitor; START is returned unchanged."]}