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","code_sha256":"42df194bdb72d1c7484e3adaa25188e3d87fd85d6855d03a068919fdefe554c3","params":{"W1":[[-0.126126,0.898693,-0.627573,2.48045,-2.330432,-0.177671,-0.999772,2.086264,-4.592792,-2.012187,-0.946721,-0.84297,0.91102,-1.65563,0.484788,-0.079514,-0.596877,0.139252,0.98849],[0.394132,1.270112,1.663485,3.036977,0.282563,0.933095,-0.371479,-0.208097,-0.209737,0.447324,-0.0018,-1.608255,0.100916,-0.117409,0.119859,1.593386,0.338059,0.001414,0.486544],[1.619812,3.303238,-1.204023,1.358056,1.827166,2.589442,-1.767118,2.050764,1.800022,-1.243351,0.306875,-1.153345,-0.67034,0.303466,0.369863,1.697004,-2.868653,-0.122928,-1.541273],[0.022039,-1.517684,-0.601754,-0.236364,-1.688681,-0.882202,0.555392,0.533008,0.400168,0.548181,0.242323,-1.745254,-1.166235,0.393382,0.487592,-0.483222,1.903315,-0.66747,-0.689929],[0.882466,0.765115,4.900618,-0.251329,-1.997828,-1.290578,-0.972594,-0.380123,0.285646,0.127027,0.210105,-2.389628,0.135607,-0.804807,0.221986,-0.149617,2.153612,-0.101619,0.664482],[1.308577,-1.203533,1.148267,-1.985512,3.255192,1.412035,2.451487,0.818473,-1.246284,-0.256281,-0.303497,3.813869,0.817287,-0.474323,-0.599511,0.690375,-1.376552,-0.337889,-0.36551],[-2.376298,0.638833,-0.924525,-0.363291,2.551209,1.23236,-0.912136,1.755187,1.261024,-1.280254,1.694149,1.523137,1.45884,-0.226612,-1.819226,-1.199777,0.062268,-1.583486,2.573519],[-2.804359,-3.51212,3.596023,3.726102,-1.123433,-0.366108,-1.617841,1.832246,0.748199,-0.113004,3.209051,-2.277458,1.408043,-0.056682,0.202238,1.829467,-0.62215,-1.749448,1.56295]],"b1":[1.307426,-1.894246,-4.905971,-0.216911,-1.464684,-0.711645,-1.256816,0.468138],"W2":[[0.103166,-2.157524,0.440666,0.098844,-3.211643,-0.388594,-1.267494,1.145113],[0.578386,-1.645698,-1.518571,3.275495,0.28013,-1.376296,0.539597,0.059258]],"b2":[1.377879,1.958055],"constants":{"ELAPSED_CAP":9.0,"SIGNAL_THRESHOLD":0.001353932785923374,"DIR_DECAY":0.7404134404314631,"ACT_DECAY":0.47028850857681403,"SIZE_DECAY":0.5755619211199354,"TOX_DECAY":0.9039262964388454,"SIGMA_DECAY":0.6895109324066176,"LAMBDA_DECAY":0.9897945493789134,"SIZE_BLEND_DECAY":0.8231715400307489,"TOX_BLEND_DECAY":0.18196008112737116,"ACT_BLEND_DECAY":0.9857622353852742,"PHAT_ALPHA":0.25780200499127615,"PHAT_ALPHA_RETAIL":0.05901271940051003,"PHAT_ALPHA_SAME":0.12954584426724297,"DIR_IMPACT_MULT":4.0,"GATE_SIGMA_MULT":6.240323322047208,"MIN_GATE":0.02881786440269472,"TRADE_TOX_BOOST":0.346956274829171,"STALE_ATTRACT_FRAC":0.8420359695953336,"RET_CAP":0.02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ReLU clipped [0,4], inputs clipped [-4,4], output in bps added to T-path fees then clamped [0,MAX_FEE]; weights rounded to 1e-6, Solidity signed 1e6 fixed point"}},"seeds":{"speed":[61000000,61000511],"gate_A":[91000000,91000049],"gate_B":[7232768,7233279],"train":[1428000000,1428126975],"monitor":[30000000,30002047],"holdout":[40000000,40008191],"real":[8604000,8605023],"gate_C":[92000000,92000049],"training_seeds_reused":false},"notes":["All four artifact download SHA256 values matched their IDs; all provided decoded code, port and replica hashes matched. IB code hash matched 301941829a44bb60977bb28181a5e4bfa6544f3696763f987054789b2611d686.","Empirical results above were measured locally. Source artifacts provide the initial code, parameters and replica; prior performance claims were not substituted for local measurements.","Pinned amm_sim_rs wheel exposes total edges and retail/arb volumes, but no retail/arb edge components; those two edge deltas are unavailable (null). Volume deltas are labeled separately and are not edge estimates.","REVERT_U and all structural TH entries held fixed. Only the named 41 constants and 178 head weights searched. No new port was built; supplied CG port wrapped with dynamic TH and the three specified anchor literals exposed.","No real candidate seed used for selection; only one frozen candidate evaluated. No claim of top-10 placement.","Worst real paired deficit versus IB: -26.720525170836822 at seed 8604910. It is included in worst5; no OOG/revert/other callback failure was observed in either arm."],"validation":{"forge_build":{"command":"forge build","exit_code":0,"seconds":14.326890806900337},"forge_test":{"command":"forge test -vv","exit_code":0,"seconds":1.29637092910707,"passed":3,"failed":0,"skipped":0},"slither":{"command":"slither . --json ../slither.json","exit_code":255,"seconds":61.49797247792594,"analysis_success":true,"findings_by_severity":{"Medium":4,"Informational":84},"high_findings":[],"checks":{"tautological-compare":1,"uninitialized-local":1,"write-after-write":2,"cyclomatic-complexity":3,"dead-code":5,"too-many-digits":76},"review":{"high_severity":"No High findings. No arbitrary-send-erc20 finding; source contains no ERC20 transfer/allowance operations.","medium":[{"check":"tautological-compare","review":"Inherited fixed structural flow mode (2 == 2), unchanged from CG."},{"check":"uninitialized-local","review":"Inherited uint256[3] memory acc in _band; fixed memory array is zero-initialized by Solidity, then accumulated. Unchanged from CG; Gate C passed 100000 callbacks."},{"check":"write-after-write","review":"Two inherited findings for lambdaHat and sizeHat. Flow-adjusted values feed fBase/fMid before original state values are restored; unchanged from CG."}],"unresolved":"4 Medium and 84 Informational findings remain; no detector suppressed and no source altered to silence findings."}},"launch_check":{"status":"not_applicable","reason":"No launch manifest; learned fee-policy task."},"scope_check":{"pass":true,"searchable_named_constants":38,"searchable_anchor_constants":3,"searchable_weights":178,"structural_TH_entries_unchanged":345,"REVERT_U":0,"feature_scaling_unchanged":true,"unexpected_source_changes":0,"privileged_address_literals":0,"initial_values_match_authoritative_T_values":true},"checkpoint_rng_continuity":{"test":"pickle CMA state and compare the next population before/after restoring; 4 dimensions, pop16, seed777","pass":true,"max_difference":0.0},"sources_rechecked":{"count":5,"all_quotes_found":true,"artifact_hashes_still_match":true},"measurement_commands":[{"command":"sh scratch/setup.sh","exit_code":0,"result":"Pinned wheel hash verified; amm-match validate contracts/src/StarterStrategy.sol succeeded."},{"command":"python scratch/speed.py","exit_code":0,"result":"512 full replica markets measured."},{"command":"python scratch/gates.py","exit_code":0,"result":"A: 50 x 2000 callbacks; B: 512 markets; both passed."},{"command":"python scratch/gate_c.py","exit_code":0,"result":"50 x 2000 frozen EVM/port callbacks passed."},{"command":"python scratch/holdout.py","exit_code":0,"result":"8192 paired markets per arm against T and CG."},{"command":"python scratch/scope_check.py","exit_code":0,"result":"Only whitelisted constants/head changed."},{"command":"python scratch/real.py {Candidate,IB} offset 64 (offsets 0..960, step64; each arm against Vanilla, workers8)","exit_code":0,"result":"1024 distinct requested real seeds per arm; complete coverage; no OOG or other callback failures."}],"final_artifact_validation":{"json_parse":"passed","code_hash":"matched","source_equal_to_gate_C_and_Forge_source":true,"size_limit_bytes":64000,"source_quotes_rechecked":true,"only_required_output_paths":true}}}