# r7-t03-joint — merge 04

No valid search candidate is available, so `best` is null. Eight items took the reported below-500-markets/s real-only branch; j034 failed setup; the sole search, j036, is explicitly invalid. This group does not establish a leaderboard improvement. Complete source-reported T3-minus-HA comparisons remain useful baseline evidence. [j031] [j032] [j033] [j034] [j035] [j036] [j037] [j038] [j039] [j040]

All ten result files were present and their SHA-256 values matched the assignment IDs. All nine available embedded code_zb64 payloads were base64-decoded and zlib-decompressed in memory, and their code hashes matched code_sha256. The real-only payload hashes all equal the assignment's frozen T3 code hash. Content identity does not certify experimental reproducibility. Worker assertions about upstream artifact, port, wheel, and source hashes were not independently rechecked against upstream bytes, which were not supplied here. Scratch chunk hashes cannot be checked without those chunks. No setup or simulation was repeated by this merge.

The assignment reports source re-read failures for j031 (one), j032 (three), j033 (one), j035 (one), j036 (one), j038 (one), j039 (one), and j040 (one). It does not identify the failed URLs/quotations, and these result files provide no such audit details. All measurements below are therefore attributed worker reports, not independent certification. In particular, upstream calibration, setup, and API claims remain qualified. Matching result hashes do not repair failed citations. No flag for j034 or j037 is not independent experimental certification. (Source: assignment audit notice; reports cited below.)

`rows` covers every item; its `real` lists candidate minus T3 only. Real-only rows instead appear under `real_only` as T3 minus HA. Numbers are strings; null denotes unavailable/inapplicable data. Zero generations/minutes for real-only denotes no new search, never inherited T3 training. `valid` preserves the worker's overall flag. Gas in rows is candidate gas for search and T3 gas for real-only; j040 takes maxima/summed OOG across saved blocks. Raw redundant baseline/callback listings and per-seed difference arrays are explicitly omitted; submission gas summaries, sufficient statistics, worst5, volume/PnL deltas, gates and failure notes are retained. Each data record is sourced by its key to the corresponding hash-pinned reference.

j036 reports replica holdout over T +2.5539993493997164 (SE 0.013475992700332685), and over frozen T3 +0.020903043037021715 (SE 0.003482223380367653), each on 8192 markets. Its complete second real block reports +0.0154669324503936 (SE 0.009615259627209057). Passing measured gates/gas does not cure the missing 256 T3 observations in block one or the incompletely checkpointed RNG stream. It remains ineligible for best; no code/params payload is promoted. The last curve tuple is copied verbatim; its column mapping is absent from the input, so none is invented. [j036]

j031 valid=true is retained as a source claim, but timed-out attempts overlap later completed seed ranges: strict never-reused-seed compliance is not established. Gas from interrupted attempts was lost. j040 remains valid=false: its first block has 960 pairs after serialization loss and timeout, and the independent second complete block does not fill that gap. Gas safety applies only to saved measurements. j034 stopped at setup exit 126, incompatible uv executable, before measuring speed, gates or markets. [j031] [j034] [j040]

Full-block retail/arb edge deltas are unavailable. Volume deltas are gross volumes, not component edge estimates. j037's reconstructed component edge deltas cover only 896 pairs and remain explicitly partial with their own seeds. Gate B values are repeated CG-minus-T replica calibration on shared seeds versus a requester-provided target, not fresh T3-minus-T real measurements or independent replications to pool. No pooled score or top-ten placement is inferred. [j031] [j032] [j033] [j035] [j036] [j037] [j038] [j039] [j040]

## Merged data

```json
{"rows":[{"key":"j031","mode":"real-only","result_sha256":"d95ae76d97fdd97584e870fd45c8536343b051fffef782fb8699fd6f669ea2c3","markets_per_s":"440.33279542415386","generations":"0","search_minutes":"0","holdout":{"over_T":null,"over_base":null,"reason":"Not applicable to real-only branch."},"real":[],"afterSwap_peak":"237645","OOG":"0","valid":true,"last_curve_point":null,"code_sha256":"cb6d945511e1e10af78baa64c2a6cb25806f0998403ce6440654bfc3c70092d9"},{"key":"j032","mode":"real-only","result_sha256":"f3543da0b83e08ca7f814f46ffe1c546d6710929c46596cfe6c0fb242fb5f5ca","markets_per_s":"90.88937927468277","generations":"0","search_minutes":"0","holdout":{"over_T":null,"over_base":null,"reason":"Search holdout applies only to search mode."},"real":[],"afterSwap_peak":"237674","OOG":"0","valid":true,"last_curve_point":null,"code_sha256":"cb6d945511e1e10af78baa64c2a6cb25806f0998403ce6440654bfc3c70092d9"},{"key":"j033","mode":"real-only","result_sha256":"2ac06e6c0fbe69125a316bef18fb6bd51ce4804a4bb32f02a0995dbc154de44b","markets_per_s":"89.60716094298812","generations":"0","search_minutes":"0","holdout":{"over_T":null,"over_base":null,"reason":"Not applicable in real-only mode"},"real":[],"afterSwap_peak":"237762","OOG":"0","valid":true,"last_curve_point":null,"code_sha256":"cb6d945511e1e10af78baa64c2a6cb25806f0998403ce6440654bfc3c70092d9"},{"key":"j034","mode":"blocked","result_sha256":"3ac6a95d220aeffd9c9f913bb1e02e453074232e685f36d7207dce90f2adaa1d","markets_per_s":null,"generations":null,"search_minutes":null,"holdout":{"over_T":{"mean":null,"se":null,"n":"0"},"over_base":{"mean":null,"se":null,"n":"0"}},"real":[],"afterSwap_peak":null,"OOG":null,"valid":false,"last_curve_point":null,"code_sha256":null},{"key":"j035","mode":"real-only","result_sha256":"c196379463c81d85d913926b415ca65d3be68157a6b456402e69d4e96026c15f","markets_per_s":"480.9600802398979","generations":"0","search_minutes":"0","holdout":null,"real":[],"afterSwap_peak":"237753","OOG":"0","valid":true,"last_curve_point":null,"code_sha256":"cb6d945511e1e10af78baa64c2a6cb25806f0998403ce6440654bfc3c70092d9"},{"key":"j036","mode":"search","result_sha256":"f59add9830a7c7327a63098373ca04205a079806eb5d2ea07e6b2f3ff38a8860","markets_per_s":"883.9541596720363","generations":"129","search_minutes":"46.208692606635545","holdout":{"over_T":{"mean":"2.5539993493997164","se":"0.013475992700332685","n":"8192"},"over_base":{"mean":"0.020903043037021715","se":"0.003482223380367653","n":"8192"}},"real":[{"seeds":["8840000","8841023"],"n":"768","mean_diff":"0.031894448325717674","se":"0.012077988536862636","sum":"24.494936314151175","sumsq":"86.71145001759956","wins":"391","worst5":[{"seed":"8840708","diff":"-1.4108920851241464"},{"seed":"8840612","diff":"-0.9754828274116107"},{"seed":"8840829","diff":"-0.9052446990566523"},{"seed":"8840036","diff":"-0.827469445572774"},{"seed":"8840020","diff":"-0.7993753615536434"}],"retail_delta":null,"arb_delta":null,"retail_volume_delta":"-197.86190873488337","arb_volume_delta":"-120.1851965405851","requested_seeds":["8840000","8841023"],"arm_n":{"candidate":"1024","t3":"768"},"complete":false,"missing_seed_ranges":[["8840064","8840319"]]},{"seeds":["8842000","8843023"],"n":"1024","mean_diff":"0.0154669324503936","se":"0.009615259627209057","sum":"15.838138829203046","sumsq":"97.09452053005325","wins":"519","worst5":[{"seed":"8842128","diff":"-1.1538502610105752"},{"seed":"8842293","diff":"-1.0173801814232206"},{"seed":"8842227","diff":"-0.9654683086531008"},{"seed":"8842235","diff":"-0.9348670804770336"},{"seed":"8842765","diff":"-0.9317100818850577"}],"retail_delta":null,"arb_delta":null,"retail_volume_delta":"-199.7271386848428","arb_volume_delta":"-121.16157012451745","requested_seeds":["8842000","8843023"],"arm_n":{"candidate":"1024","t3":"1024"},"complete":true,"missing_seeds":[]}],"afterSwap_peak":"237689","OOG":"0","valid":false,"last_curve_point":["41.65071668378466","2.6153897016369863","0.24295012551495554"],"code_sha256":"0eccc17ee8d80d908b1b5d52dabd8dddd7db849a1fc6389ef5824943a4604849"},{"key":"j037","mode":"real-only","result_sha256":"d67d3c69064d47772b165e5ba38aa7b22d83c31176f98436eb2f82e84f3cd2cf","markets_per_s":"108.93914091587803","generations":"0","search_minutes":"0","holdout":{"over_T":null,"over_base":null,"reason":"Not applicable in real-only mode; no search or frozen new candidate."},"real":[],"afterSwap_peak":"235503","OOG":"0","valid":true,"last_curve_point":null,"code_sha256":"cb6d945511e1e10af78baa64c2a6cb25806f0998403ce6440654bfc3c70092d9"},{"key":"j038","mode":"real-only","result_sha256":"0c7652ffe5b241749f35458d901881616c1ae242b44357736ba70c83c98e1f8c","markets_per_s":"376.68","generations":"0","search_minutes":"0","holdout":null,"real":[],"afterSwap_peak":"235406","OOG":"0","valid":true,"last_curve_point":null,"code_sha256":"cb6d945511e1e10af78baa64c2a6cb25806f0998403ce6440654bfc3c70092d9"},{"key":"j039","mode":"real-only","result_sha256":"9bf164b4242c49314b6fc6fa89e324653891b14e04b53eca87fab9b5157b63bb","markets_per_s":"377.06550833971073","generations":"0","search_minutes":"0.0","holdout":{"over_T":null,"over_base":null,"status":"not run; real-only branch"},"real":[],"afterSwap_peak":"238108","OOG":"0","valid":true,"last_curve_point":null,"code_sha256":"cb6d945511e1e10af78baa64c2a6cb25806f0998403ce6440654bfc3c70092d9"},{"key":"j040","mode":"real-only","result_sha256":"5a73264093c4695e0e685d00dae2f658c2609381b447352249cf359e57ba99c8","markets_per_s":"476.8742989645421","generations":"0","search_minutes":"0","holdout":{"over_T":null,"over_base":null,"reason":"Not applicable in real-only mode."},"real":[],"afterSwap_peak":"237480","OOG":"0","valid":false,"last_curve_point":null,"code_sha256":"cb6d945511e1e10af78baa64c2a6cb25806f0998403ce6440654bfc3c70092d9"}],"best":null,"real_only":[{"key":"j031","source":"[j031]","valid":true,"blocks":[{"n":"1024","mean_diff":"1.3986999840258625","se":"0.02809456000155308","sum":"1432.2687836424832","sumsq":"2830.151624635878","wins":"979","worst5":[{"seed":"8820282","diff":"-3.338572717314605"},{"seed":"8820490","diff":"-2.677591999411902"},{"seed":"8820024","diff":"-1.1443729496069182"},{"seed":"8820636","diff":"-1.1177483564295017"},{"seed":"8820029","diff":"-0.8895030848830174"}],"seeds":["8820000","8821023"],"comparison":"T3 minus HA","means":{"T3":"530.3659823815311","HA":"528.9672823975053"},"retail_delta":null,"arb_delta":null,"retail_arb_note":"The pinned run_batch API exposes total edges and retail/arb volume, but no retail/arb edge split. This harness did not retain step data needed to reconstruct the split, so separate edge deltas are unreported. Volume deltas below are measured Y units per market.","retail_volume_y_delta":{"n":"1024","mean_diff":"919.5427201979752","se":"14.926268397573985","sum":"941611.7454827266","sumsq":"1099239990.042486","wins":"1021","worst5":[{"seed":"8820123","diff":"-119.35266091281665"},{"seed":"8820220","diff":"-73.6804461754"},{"seed":"8820282","diff":"-26.323897714188206"},{"seed":"8820379","diff":"5.435043373807275"},{"seed":"8820326","diff":"16.890384246253234"}]},"arb_volume_y_delta":{"n":"1024","mean_diff":"440.61387203003426","se":"7.074674510200608","sum":"451188.6049587551","sumsq":"251231003.74769983","wins":"1006","worst5":[{"seed":"8820169","diff":"-426.1033324769305"},{"seed":"8820858","diff":"-285.12705395594094"},{"seed":"8820882","diff":"-280.12432444546357"},{"seed":"8820881","diff":"-144.3344109444297"},{"seed":"8820756","diff":"-129.81033050138285"}]},"pnl_delta":{"n":"1024","mean_diff":"1.3486821672370404","se":"0.03473740121990273","sum":"1381.0505392507293","sumsq":"3126.6656601461627","wins":"934","worst5":[{"seed":"8820282","diff":"-3.2786751731837285"},{"seed":"8820490","diff":"-3.002046182140475"},{"seed":"8820169","diff":"-2.64810742458576"},{"seed":"8820142","diff":"-2.0974367361595796"},{"seed":"8820561","diff":"-2.009677303234639"}]}}],"gas":{"T3":{"afterSwap_peak":"237645","OOG":"0","calls":"11121127","afterSwap_calls":"11119079"},"HA":{"afterSwap_peak":"233671","OOG":"0","calls":"10881797","afterSwap_calls":"10879749"}}},{"key":"j032","source":"[j032]","valid":true,"blocks":[{"seeds":["8824000","8825023"],"n":"1024","comparison":"T3 minus HA","mean_diff":"1.4563464574532476","se":"0.02806941831326247","sum":"1491.2987724321256","sumsq":"2997.2057806886623","wins":"986","worst5":[["8824488","-2.0448566561028656"],["8824936","-1.6236594352862994"],["8824132","-1.547754528823475"],["8824216","-1.1260702838674206"],["8824181","-0.8940994766524"]],"retail_delta":null,"arb_delta":null,"retail_volume_y_delta":{"n":"1024","mean":"907.3154343606589","se":"14.848633575161733"},"arb_volume_y_delta":{"n":"1024","mean":"429.25713823292494","se":"7.103268719570148"},"pnl_delta":{"n":"1024","mean":"1.4544183742882382","se":"0.03558473426487519"},"means":{"T3":{"edge":{"n":"1024","mean":"526.8339982842222","se":"2.846829060642999"},"retail_volume_y":{"n":"1024","mean":"78136.14745690407","se":"327.00202350389435"},"arb_volume_y":{"n":"1024","mean":"24310.782180867827","se":"55.262368484520245"},"pnl":{"n":"1024","mean":"509.4202663836207","se":"29.16097715962871"}},"HA":{"edge":{"n":"1024","mean":"525.3776518267691","se":"2.840115729251227"},"retail_volume_y":{"n":"1024","mean":"77228.83202254341","se":"313.07116892591586"},"arb_volume_y":{"n":"1024","mean":"23881.5250426349","se":"51.11288956874348"},"pnl":{"n":"1024","mean":"507.96584800933243","se":"29.159727507312322"}}},"retail_arb_note":"Separate retail/arb edge totals are not exposed by this wheel; edge deltas are null. Reported retail_volume_y_delta and arb_volume_y_delta are measured paired Y-volume deltas, not edge deltas."}],"gas":{"T3":{"afterSwap_peak":"237674","OOG":"0","calls":"11094433","all_roles_OOG":"0","all_roles_other_failures":"0","afterInitialize":{"calls":"1024","ok":"1024","max_ok_gas":"243234","sum_ok_gas":"249071616","oog":"0","revert":"0","other_halt":"0","tx_error":"0","bad_return":"0"},"afterSwap":{"calls":"11092385","ok":"11092385","max_ok_gas":"237674","sum_ok_gas":"1504168592447","oog":"0","revert":"0","other_halt":"0","tx_error":"0","bad_return":"0"},"getName":{"calls":"1024","ok":"1024","max_ok_gas":"21742","sum_ok_gas":"22263808","oog":"0","revert":"0","other_halt":"0","tx_error":"0","bad_return":"0"}},"HA":{"afterSwap_peak":"233705","OOG":"0","calls":"10857400","all_roles_OOG":"0","all_roles_other_failures":"0","afterInitialize":{"calls":"1024","ok":"1024","max_ok_gas":"243147","sum_ok_gas":"248982528","oog":"0","revert":"0","other_halt":"0","tx_error":"0","bad_return":"0"},"afterSwap":{"calls":"10855352","ok":"10855352","max_ok_gas":"233705","sum_ok_gas":"1430227829944","oog":"0","revert":"0","other_halt":"0","tx_error":"0","bad_return":"0"},"getName":{"calls":"1024","ok":"1024","max_ok_gas":"21654","sum_ok_gas":"22173696","oog":"0","revert":"0","other_halt":"0","tx_error":"0","bad_return":"0"}}}},{"key":"j033","source":"[j033]","valid":true,"blocks":[{"n":"1024","mean_diff":"1.4065234927820578","se":"0.02836581246987461","sum":"1440.2800566088272","sumsq":"2868.668310647483","wins":"981","worst5":["-1.7296377005575323","-1.2948212203004914","-1.1425728345386688","-0.7845281144828959","-0.7424736852783553"],"seeds":["8828000","8829023"],"comparison":"T3 minus HA; each alone against VanillaStrategy (30 bps)","retail_delta":null,"arb_delta":null,"worst5_seeds":[{"seed":"8828794","diff":"-1.7296377005575323"},{"seed":"8828870","diff":"-1.2948212203004914"},{"seed":"8828556","diff":"-1.1425728345386688"},{"seed":"8828388","diff":"-0.7845281144828959"},{"seed":"8828166","diff":"-0.7424736852783553"}],"mean_edge":{"t3":"529.6537208091809","ha":"528.2471973163988"},"pnl_delta":{"n":"1024","mean_diff":"1.43414401023659","se":"0.03725827419668517","sum":"1468.5634664822683","sumsq":"3560.3211828464828","wins":"938","worst5":["-3.300314575117227","-2.4394198405607312","-1.7700641868650564","-1.6590445372930844","-1.654741202473815"]},"retail_volume_y_delta":{"n":"1024","mean_diff":"930.7926261786997","se":"15.337593342793937","sum":"953131.6492069885","sumsq":"1133595897.0339146","wins":"1020","worst5":["-109.56953276687273","-27.601374853788002","-26.677384038979653","-22.699374152653036","25.17123544724018"]},"arb_volume_y_delta":{"n":"1024","mean_diff":"443.99312944560404","se":"7.304612164714638","sum":"454648.96455229854","sumsq":"257755624.57698977","wins":"1003","worst5":["-184.7728182975443","-174.99770828867258","-137.33049212931292","-105.6216925741428","-95.27178566566363"]}}],"gas":{"t3":{"afterInitialize":{"calls":"1024","ok":"1024","max_ok_gas":"243234","sum_ok_gas":"249071616","oog":"0","revert":"0","other_halt":"0","tx_error":"0","bad_return":"0"},"afterSwap":{"calls":"11137071","ok":"11137071","max_ok_gas":"237762","sum_ok_gas":"1509402876796","oog":"0","revert":"0","other_halt":"0","tx_error":"0","bad_return":"0"},"getName":{"calls":"1024","ok":"1024","max_ok_gas":"21742","sum_ok_gas":"22263808","oog":"0","revert":"0","other_halt":"0","tx_error":"0","bad_return":"0"},"afterSwap_peak":"237762","OOG":"0"},"ha":{"afterInitialize":{"calls":"1024","ok":"1024","max_ok_gas":"243147","sum_ok_gas":"248982528","oog":"0","revert":"0","other_halt":"0","tx_error":"0","bad_return":"0"},"afterSwap":{"calls":"10896020","ok":"10896020","max_ok_gas":"233730","sum_ok_gas":"1434810820408","oog":"0","revert":"0","other_halt":"0","tx_error":"0","bad_return":"0"},"getName":{"calls":"1024","ok":"1024","max_ok_gas":"21654","sum_ok_gas":"22173696","oog":"0","revert":"0","other_halt":"0","tx_error":"0","bad_return":"0"},"afterSwap_peak":"233730","OOG":"0"}}},{"key":"j035","source":"[j035]","valid":true,"blocks":[{"seeds":["8836000","8837023"],"n":"1024","mean_diff":"1.4168572853100339","se":"0.03249555694217691","sum":"1450.8618601574747","sumsq":"3161.838485504997","wins":"975","worst5":[["8836917","-4.552724773371551"],["8836226","-2.874588605335248"],["8836962","-1.6395951497403303"],["8836400","-1.5229582244087396"],["8836586","-1.38880415837599"]],"retail_delta":null,"arb_delta":null,"retail_volume_y_delta":"935.6292310537685","arb_volume_y_delta":"446.9548539501785","pnl_delta":"1.432342888095281","means":{"T3":"532.3174824631517","HA":"530.9006251778417"},"comparison":"T3 minus HA"}],"gas":{"T3":{"afterSwap_peak":"237753","OOG":"0","calls":"11151293","afterSwap_calls":"11149245"},"HA":{"afterSwap_peak":"233838","OOG":"0","calls":"10910107","afterSwap_calls":"10908059"}}},{"key":"j037","source":"[j037]","valid":true,"blocks":[{"comparison":"T3 minus HA, each alone against 30 bps VanillaStrategy","seeds":["8844000","8845023"],"n":"1024","mean_diff":"1.4287013856652306","se":"0.02822614567840601","sum":"1462.9902189211962","sumsq":"2924.776858784867","wins":"979","worst5":[{"seed":"8844379","diff":"-1.8216952706047778"},{"seed":"8844697","diff":"-1.6357551486042325"},{"seed":"8844861","diff":"-1.3299658104649552"},{"seed":"8844973","diff":"-0.9723548620684141"},{"seed":"8844492","diff":"-0.9260653706399467"}],"retail_delta":null,"arb_delta":null,"arm_means":{"T3":"532.65231460343","HA":"531.2236132177648"},"retail_volume_delta":{"n":"1024","mean":"936.040129476754","se":"14.947832674780619"},"arb_volume_delta":{"n":"1024","mean":"443.0528891948969","se":"6.89007289547457"},"partial_edge_decomposition":{"n":"896","seeds":["8844128","8845023"],"retail_delta":{"n":"896","mean":"0.7711397698107192","se":"0.031859589466837784"},"arb_delta":{"n":"896","mean":"0.660580804172932","se":"0.017006905156467116"},"method":"HA-referenced harness; reconstruct arb from prior final spots and fees, constant reserve product and current fair price; retail = total edge minus reconstructed arb. T3 initial fee uses its frozen BASE_FEE."}}],"gas":{"T3":{"afterSwap_peak":"235503","OOG":"0","calls":"11148723","afterSwap_calls":"11146675","other_failures":"0"},"HA":{"afterSwap_peak":"231567","OOG":"0","calls":"10908296","afterSwap_calls":"10906248","other_failures":"0"}}},{"key":"j038","source":"[j038]","valid":true,"blocks":[{"block":"1","pair":"T3 minus HA","seeds":["8848000","8849023"],"n":"1024","mean_diff":"1.4303959162547126","se":"0.028829719834806738","sum":"1464.7254182448257","sumsq":"2965.8129778113916","wins":"978","losses":"46","median":"1.3961170746466962","worst5":[["8848254","-2.2473196915080393"],["8848393","-1.7898444968623721"],["8848593","-1.6028732020968164"],["8848168","-1.3656862295907786"],["8848829","-1.2821438994352548"]],"best5":[["8848577","6.512825969835035"],["8848776","5.6069502394082065"],["8848490","5.427756204357934"],["8848549","4.757178453662732"],["8848789","4.495627998888153"]],"retail_delta":null,"arb_delta":null,"pnl_delta":"1.4363297310937924","retail_volume_y_delta":"919.8321776524244","arb_volume_y_delta":"432.0959086466901","means":{"T3_edge":"529.447707177032","HA_edge":"528.0173112607774"}}],"gas":{"T3":{"afterInitialize":{"calls":"1024","ok":"1024","max_ok_gas":"243234","oog":"0","revert":"0","other_halt":"0","tx_error":"0","bad_return":"0"},"afterSwap":{"calls":"11110942","ok":"11110942","max_ok_gas":"235406","oog":"0","revert":"0","other_halt":"0","tx_error":"0","bad_return":"0"},"getName":{"calls":"1024","ok":"1024","max_ok_gas":"21742","oog":"0","revert":"0","other_halt":"0","tx_error":"0","bad_return":"0"},"afterSwap_peak":"235406","OOG":"0"},"HA":{"afterInitialize":{"calls":"1024","ok":"1024","max_ok_gas":"243147","oog":"0","revert":"0","other_halt":"0","tx_error":"0","bad_return":"0"},"afterSwap":{"calls":"10871745","ok":"10871745","max_ok_gas":"231418","oog":"0","revert":"0","other_halt":"0","tx_error":"0","bad_return":"0"},"getName":{"calls":"1024","ok":"1024","max_ok_gas":"21654","oog":"0","revert":"0","other_halt":"0","tx_error":"0","bad_return":"0"},"afterSwap_peak":"231418","OOG":"0"}}},{"key":"j039","source":"[j039]","valid":true,"blocks":[{"n":"1024","se":"0.027389201764695132","sum":"1443.0470804181846","sumsq":"2819.419360559766","mean_diff":"1.4092256644708834","seeds":["8852000","8853023"],"wins":"986","ties":"0","worst5":[{"seed":"8852773","diff":"-4.563161907571498"},{"seed":"8852382","diff":"-2.44018549174325"},{"seed":"8852756","diff":"-1.7271461826986751"},{"seed":"8852957","diff":"-1.2779953096404597"},{"seed":"8852389","diff":"-0.9776345822309622"}],"retail_delta":null,"arb_delta":null,"retail_volume_y_delta":{"n":"1024","mean":"932.4282723041629","se":"14.913511831821303","sum":"954806.5508394628","sumsq":"1123277632.8792381"},"arb_volume_y_delta":{"n":"1024","mean":"445.19505350671056","se":"7.195076294733911","sum":"455879.7347908716","sumsq":"257186251.14141363"},"pnl_delta":{"n":"1024","mean":"1.3860384112986104","se":"0.03271915154522408","sum":"1419.303333169777","sumsq":"3088.658269823816"},"arm_mean_edge":{"T3":"531.2684325148991","HA":"529.8592068504282"},"comparison":"T3 minus HA; each arm alone versus 30-bps VanillaStrategy","edge_decomposition_status":"Unavailable: this pinned wheel exposes aggregate edges, retail_volume_y and arb_volume_y, but no retail-edge or arb-edge components. Those edge deltas are null; volume deltas above are gross Y amounts, not edge."}],"gas":{"T3":{"afterSwap_peak":"238108","OOG":"0","calls":"11141190","afterSwap_calls":"11139142","seconds":"310.5476881938521"},"HA":{"afterSwap_peak":"234147","OOG":"0","calls":"10899241","afterSwap_calls":"10897193","seconds":"272.79169229092076"}}},{"key":"j040","source":"[j040]","valid":false,"blocks":[{"n":"960","se":"0.032035939460307514","sum":"1370.502009195902","sumsq":"2901.391383736831","mean_diff":"1.4276062595790646","seeds":["8856032","8856991"],"requested_seeds":["8856000","8857023"],"comparison":"T3 minus HA, separate markets against VanillaStrategy","wins":"922","worst5":[{"seed":"8856760","diff":"-9.246591167024519"},{"seed":"8856610","diff":"-1.996965905549473"},{"seed":"8856198","diff":"-1.6236250758393567"},{"seed":"8856109","diff":"-1.4473119964701482"},{"seed":"8856269","diff":"-1.0869692522858259"}],"retail_edge_delta":null,"arb_edge_delta":null,"retail_volume_y_delta":{"n":"960","mean":"934.7722189142189","se":"15.395745956748287","sum":"897381.3301576502","sumsq":"1057065509.8390942"},"arb_volume_y_delta":{"n":"960","mean":"442.7090225183439","se":"7.229736387165861","sum":"425000.66161761014","sumsq":"236272640.86052474"},"pnl_delta":{"n":"960","mean":"1.3978763734830713","se":"0.04084687982435767","sum":"1341.9613185437483","sumsq":"3411.9540246536585"},"arm_mean_edge":{"T3":"535.4396701941276","HA":"534.0120639345487"},"complete":false,"missing_seed_ranges":[["8856000","8856031"],["8856992","8857023"]]},{"n":"1024","se":"0.02687101163465127","sum":"1461.799222677509","sumsq":"2843.1606303298645","mean_diff":"1.427538303396005","seeds":["8858000","8859023"],"requested_seeds":["8858000","8859023"],"comparison":"T3 minus HA, separate markets against VanillaStrategy","wins":"981","worst5":[{"seed":"8858150","diff":"-2.818466244060801"},{"seed":"8858846","diff":"-1.5926259013974686"},{"seed":"8858974","diff":"-1.0458634657464927"},{"seed":"8858016","diff":"-1.030401039613821"},{"seed":"8858196","diff":"-0.7807908601025702"}],"retail_edge_delta":null,"arb_edge_delta":null,"retail_volume_y_delta":{"n":"1024","mean":"915.5735019492053","se":"14.892766383333933","sum":"937547.2659959862","sumsq":"1090734695.7339745"},"arb_volume_y_delta":{"n":"1024","mean":"435.8851437268564","se":"6.977673195872829","sum":"446346.387176301","sumsq":"245558890.48006415"},"pnl_delta":{"n":"1024","mean":"1.4189089790534517","se":"0.03425950681307681","sum":"1452.9627945507345","sumsq":"3291.148201447932"},"arm_mean_edge":{"T3":"527.8201442454136","HA":"526.3926059420176"},"complete":true,"missing_seed_ranges":[]}],"gas":[{"requested_seeds":["8856000","8857023"],"paired_seeds":["8856032","8856991"],"arm_saved_coverage":{"T3":{"seeds":["8856032","8856991"],"n":"960"},"HA":{"seeds":["8856032","8857023"],"n":"992"}},"arms":{"T3":{"afterInitialize":{"calls":"960","ok":"960","max_ok_gas":"243234","sum_ok_gas":"233504640","oog":"0","revert":"0","other_halt":"0","tx_error":"0","bad_return":"0"},"afterSwap":{"calls":"10471340","ok":"10471340","max_ok_gas":"235394","sum_ok_gas":"1418752793728","oog":"0","revert":"0","other_halt":"0","tx_error":"0","bad_return":"0"},"getName":{"calls":"960","ok":"960","max_ok_gas":"21742","sum_ok_gas":"20872320","oog":"0","revert":"0","other_halt":"0","tx_error":"0","bad_return":"0"},"afterSwap_peak":"235394","OOG":"0"},"HA":{"afterInitialize":{"calls":"992","ok":"992","max_ok_gas":"243147","sum_ok_gas":"241201824","oog":"0","revert":"0","other_halt":"0","tx_error":"0","bad_return":"0"},"afterSwap":{"calls":"10576238","ok":"10576238","max_ok_gas":"231381","sum_ok_gas":"1392420390640","oog":"0","revert":"0","other_halt":"0","tx_error":"0","bad_return":"0"},"getName":{"calls":"992","ok":"992","max_ok_gas":"21654","sum_ok_gas":"21480768","oog":"0","revert":"0","other_halt":"0","tx_error":"0","bad_return":"0"},"afterSwap_peak":"231381","OOG":"0"}}},{"requested_seeds":["8858000","8859023"],"paired_seeds":["8858000","8859023"],"arm_saved_coverage":{"T3":{"seeds":["8858000","8859023"],"n":"1024"},"HA":{"seeds":["8858000","8859023"],"n":"1024"}},"arms":{"T3":{"afterInitialize":{"calls":"1024","ok":"1024","max_ok_gas":"243234","sum_ok_gas":"249071616","oog":"0","revert":"0","other_halt":"0","tx_error":"0","bad_return":"0"},"afterSwap":{"calls":"11122319","ok":"11122319","max_ok_gas":"237480","sum_ok_gas":"1507680396155","oog":"0","revert":"0","other_halt":"0","tx_error":"0","bad_return":"0"},"getName":{"calls":"1024","ok":"1024","max_ok_gas":"21742","sum_ok_gas":"22263808","oog":"0","revert":"0","other_halt":"0","tx_error":"0","bad_return":"0"},"afterSwap_peak":"237480","OOG":"0"},"HA":{"afterInitialize":{"calls":"1024","ok":"1024","max_ok_gas":"243147","sum_ok_gas":"248982528","oog":"0","revert":"0","other_halt":"0","tx_error":"0","bad_return":"0"},"afterSwap":{"calls":"10885255","ok":"10885255","max_ok_gas":"233571","sum_ok_gas":"1433660166292","oog":"0","revert":"0","other_halt":"0","tx_error":"0","bad_return":"0"},"getName":{"calls":"1024","ok":"1024","max_ok_gas":"21654","sum_ok_gas":"22173696","oog":"0","revert":"0","other_halt":"0","tx_error":"0","bad_return":"0"},"afterSwap_peak":"233571","OOG":"0"}}}]}]}
```

## Gates and failure notes

Worker notes below retain their methodological claims and deviations, attributed by item key; they are not new verification.

```json
[{"key":"j031","source":"[j031]","gates":{"A":{"passed":true,"seeds":["310000","310049"],"sequences":"50","callbacks_per_sequence":"2000","swap_callbacks":"100000","max_abs_fee_error_bps":"5.7471258602809216e-05","threshold_bps":"0.01","method":"First 2000 callbacks recorded from each full replica market, replayed against a fresh EVM and float port. T3 weights and all T3 constants including anchor; no synthetic stress trades."},"B":{"n":"512","mean_diff":"1.920372244773669","se":"0.04445924198500627","target":"2.0","tolerance":"0.15","passed":true,"seeds":["7232768","7233279"],"comparison":"CG minus T"},"C":{"applicable":false,"passed":null,"reason":"No new policy in real-only mode; delivered T3 is unchanged and is covered by gate A at the stricter 0.01 bps threshold."}},"blocked":null,"protocol_complete":null,"candidate_checks_passed":null,"search_settings":null,"curve_columns":null,"gas":null,"notes":["No new trained candidate: this is the mandated low-speed comparison of frozen T3 against HA. Code and params are copied unchanged from the hash-verified T3 artifact.","Replica changes only splice the supplied CG port into STRATEGY and expose its three hardcoded anchor constants as parameters; market/RNG/routing code is unchanged. Weights/scaling packed exactly in CG port order.","Speed is a warmed 512-market run, 10000 steps each, all 16 detected cores; compilation warm-up is excluded.","Gate B compares the measured 1.920372244773669 against the task-specified real target +2.00; real CG-minus-T was not rerun.","No additional real block is required in real-only mode; the second-block instruction belongs to the search branch.","Two initial concurrent 128-market launches (T3 8820016..8820143 and HA 8820000..8820127) timed out with exit 124 without returning results or gas counters. These were discarded in full, before seeing outcomes. The frozen policies were then evaluated in sequential 32-market chunks; no policy selection or seed removal occurred. Some interrupted simulations may have executed before timeout.","All numeric performance and gas claims are local measurements, not imported artifact results. The sources file identifies input artifacts and pinned repository APIs."]},{"key":"j032","source":"[j032]","gates":{"A":{"sequences":"50","swap_callbacks":"100000","seeds":["310000","310049"],"max_fee_diff_bps":"5.7471258602809216e-05","threshold_bps":"0.01","passed":true,"scope":"T3 frozen port vs T3 Solidity; first 2000 callbacks per natural replica market; no synthetic trades","seconds":"210.72813355200924"},"B":{"n":"512","se":"0.04445924198500627","mean_diff":"1.920372244773669","sum":"983.2305893241186","sumsq":"2405.316876090587","wins":"503","worst5":["-3.049476778511462","-1.5349029608594265","-1.2441312059794427","-1.043859456960604","-0.6690038527066235"],"retail_delta":{"n":"512","mean":"4.78667942995755","se":"0.052114018098147426"},"arb_delta":{"n":"512","mean":"-2.866307185183879","se":"0.025129235255630156"},"passed":true,"target":"2.0","tolerance":"0.15","seeds":["7232768","7233279"]},"C":{"passed":true,"max_fee_diff_bps":"5.7471258602809216e-05","threshold_bps":"0.1","scope":"Unchanged T3 frozen code and port; A already verifies the same pair at the stricter 0.01 bps threshold.","reused_A":true}},"blocked":null,"protocol_complete":null,"candidate_checks_passed":null,"search_settings":null,"curve_columns":["minutes","monitor_gain_over_T","sigma"],"gas":null,"notes":["No CMA-ES run: measured throughput requires the explicit real-only branch. No policy or Solidity shell changes.","Each arm ran separately against 30 bps VanillaStrategy with amm_sim_rs.run_batch(arm,Vanilla,configs,8). Real seeds 8824000..8825023 were used once per arm; each command had a 470-second timeout. Chunks contain 128 markets and run_batch batches contain 8.","Config construction copies MatchRunner._build_configs draw order and ranges with rng seed and config seed set to each requested market seed. All 12 fields exactly matched the canonical method on seeds 0..255. The canonical method itself ignores base_config.seed and uses i, so it cannot directly create the requested high-seed block.","A preliminary harness probe accidentally ran T3 on seeds 0..7 before correcting that canonical seed behavior. It was discarded, never paired or used for policy selection, and is not part of any reported real statistic. None of the requested high real seeds was reused.","Replica recorder was checked against the compiled replica on seed 310000 for 2500 steps: all four market outputs identical. RNG states are explicitly uint64 at the Python/Numba boundary. Gate A uses the first 2000 naturally executed callbacks from each requested replica market.","SE uses sample standard deviation (ddof=1) divided by sqrt(n). worst5 lists [seed,paired edge difference]. Positive edge and volume deltas favor T3; paired observations are ordered by market seed.","No second block: the specified real-only branch calls for one 1024-seed block; the conditional second block belongs to step 5 of search mode.","All supplied artifact downloads and all specified embedded source hashes were verified, including the pinned wheel and T/HA/T3 code. Local measurements are not independently certified."]},{"key":"j033","source":"[j033]","gates":{"B":{"mean":"1.920372244773669","se":"0.04445924198500627","n":"512","expected":"2.0","tolerance":"0.15","passed":true},"A":{"seeds":["310000","310049"],"sequences":"50","callbacks_per_sequence":"2000","callbacks":"100000","max_fee_error_bps":"5.7471258602809216e-05","tolerance_bps":"0.01","passed":true,"per_sequence_max_bps":["4.122780305950563e-05","3.9610678586980697e-05","3.592305192028078e-05","4.330047554887417e-05","4.428786003836567e-05","3.9102609678855205e-05","5.0591572053632766e-05","4.2667626437217776e-05","4.5380549153553607e-05","4.968653392911117e-05","4.3879038460429426e-05","4.621778527084822e-05","4.595418586568652e-05","4.9558103647293766e-05","4.6520664484257096e-05","5.7471258602809216e-05","3.7024598040225065e-05","4.7655256999682566e-05","4.1544467177393254e-05","4.979790345707724e-05","4.550905925975596e-05","3.8518639495447454e-05","3.910088823035063e-05","4.2199511467687356e-05","3.611867973327479e-05","5.346271805253475e-05","5.356190716431994e-05","3.94249564852206e-05","3.740919627889805e-05","4.246733457946572e-05","3.950164158229505e-05","4.434652953557751e-05","4.5464322992114226e-05","4.420917590992543e-05","4.2778073544406936e-05","4.21906800121552e-05","3.706247331388898e-05","4.742597470991372e-05","3.8466592313778775e-05","4.406038300674249e-05","4.5152329336377306e-05","3.974560475227332e-05","5.676731488308759e-05","4.136422610250684e-05","4.369335671050578e-05","5.0765473387504034e-05","4.235501472986403e-05","4.0425372877742755e-05","4.403959587631623e-05","3.9643240645498984e-05"],"initialization_fee_error_bps":"0.0","initialization_checked":true},"C":{"applicable":false,"reason":"real-only mode; no frozen candidate or port change"}},"blocked":null,"protocol_complete":null,"candidate_checks_passed":null,"search_settings":null,"curve_columns":null,"gas":null,"notes":["Performance, fee-differential and paired statistics are local measurements from this run. Gas counters come directly from amm_sim_rs.gas_stats(), reset per batch; counters are summed and max_ok_gas takes the maximum across batches.","Setup completed at pinned checkout 6b6921f8d463314aa7c96234e1be25a25245f704; setup wheel hash verified. All four artifact IDs and each supplied decoded-source hash verified.","The CG port was used unchanged in its fee logic, with T3 weights and 41 constants bound at runtime; three anchor literals read their T3 parameters. No port was rebuilt.","Speed measured on 512 full markets with four processes (all cores), excluding JIT compilation and including process creation and configuration generation.","Gate A uses first 2,000 callbacks recorded from each of 50 full T3 replica markets (310000..310049), replayed in order on independent fresh T3 EVM deployments. No synthetic stress trades.","Gate B is paired CG minus T on 7232768..7233279. T is the given CG port with its head disabled and original T constants and anchor.","Real configs use the exact MatchRunner._build_configs draw order and baseline settings, seeded by the specified fresh seed per market. Each arm ran alone against VanillaStrategy through run_batch(...,8); seeds are paired only across separate markets.","Retail and arbitrage edge deltas are unavailable: this wheel does not expose split edges in run_batch results. Measured pnl and retail/arb volume deltas are reported separately; they are not edge deltas.","No search, candidate freeze or holdout was performed because the required real-only fallback applied. Delivered code and full params are the original verified T3."]},{"key":"j034","source":"[j034]","gates":{"A":{"status":"not_run","passed":null},"B":{"status":"not_run","passed":null},"C":{"status":"not_run","passed":null}},"blocked":{"step":"SETUP: sh scratch/setup.sh, line 6, uv venv --python 3.12 .venv","error":"Exit 126: scratch/bin/uv: cannot execute binary file. The prescribed setup downloads a Linux x86_64 uv executable that is incompatible with the available runtime."},"protocol_complete":null,"candidate_checks_passed":null,"search_settings":null,"curve_columns":null,"gas":{"candidate":null,"T3":null},"notes":["Cloned the requested repository and checked out commit 6b6921f8d463314aa7c96234e1be25a25245f704 under test/scratch/.","Saved the prescribed setup script and ran it once from the checkout root. Its wheel SHA-256 check reported OK for aedb68280aca34c110968f00148387c95885207913fb2cf19a1ab4c5cfd6887a before the executable failure.","Stopped on setup failure as requested. No replica speed, gates, search, holdout, real-engine evaluation, or gas measurements were obtained. No evaluation seeds were consumed.","Null values denote unavailable measurements or artifacts, not zero results. No trained candidate or validated policy is submitted."]},{"key":"j035","source":"[j035]","gates":{"A":{"passed":true,"sequences":"50","callbacks":"100000","seeds":["310000","310049"],"max_fee_diff_bps":"5.7471258602809216e-05"},"B":{"passed":true,"n":"512","seeds":["7232768","7233279"],"mean_diff":"1.920372244773669","se":"0.04445924198500627","error_vs_reference":"-0.07962775522633092","retail_delta":"4.78667942995755","arb_delta":"-2.866307185183879"},"C":{"status":"not_applicable","reason":"Real-only branch; T3 Solidity and parameters unchanged."}},"blocked":null,"protocol_complete":null,"candidate_checks_passed":null,"search_settings":null,"curve_columns":null,"gas":null,"notes":["Setup succeeded at pinned revision 6b6921f8d463314aa7c96234e1be25a25245f704; supplied downloads and named decoded hashes verified.","Required real-only branch: no optimization, monitor curve or holdout. T3 code and params copied whole, unchanged.","Each arm alone against 30 bps VanillaStrategy via amm_sim_rs.run_batch(arm, VanillaStrategy, configs, 8), saved in batches of 16. Config draws match MatchRunner._build_configs with RNG seed = market seed.","Only real seeds 8836000..8837023 used for this comparison; disjoint from replica gate seeds and setup probe 8835999.","run_batch exposes total edge, pnl, retail_volume_y and arb_volume_y; retail and arb edge deltas unavailable and null. Volume deltas are mean Y units per market.","Gas measured with amm_sim_rs.gas_stats(), aggregated across saved segments.","Evaluation complete."]},{"key":"j036","source":"[j036]","gates":{"A":{"passed":true,"max_fee_diff_bps":"5.7471258602809216e-05","sequences":"50","callbacks":"100000","seeds":["310000","310049"]},"B":{"passed":true,"n":"512","mean_diff":"1.920372244773669","se":"0.04445924198500627","retail_delta":"4.78667942995755","arb_delta":"-2.866307185183879","target":"2.0","seeds":["7232768","7233279"]},"C":{"passed":true,"max_fee_diff_bps":"5.521280520130213e-05","sequences":"50","callbacks":"100000","seeds":["310000","310049"]}},"blocked":null,"protocol_complete":false,"candidate_checks_passed":true,"search_settings":{"method":"CMA-ES","coordinates":{"weights":"w = w0 + 0.03 * rms(block) * z, blocks W1,b1,W2,b2","constants":"c = c0 * 2^(0.02 z), exponent clipped to [-1,1]; decays d = 1-(1-d0)*2^(0.02 z); ELAPSED_CAP, DIR_IMPACT_MULT, STEP_COUNT_CAP, ANCHOR_COUNT_CAP rounded"},"coordinate_origin":"w0 and c0 are T3 frozen params","search_clock":"sum of segment elapsed times including monitoring, excluding restart gaps","start":"T3 frozen params","dimensions":"219","population":"16","sigma0":"0.5","sigma_cap":".5 * .5^(minutes/40), before ask and after tell","es_seed":"836","rng_checkpoint_limitation":"NumPy RNG stream not preserved in segments 1 through 6; seed 836 reset at segment 7, then RNG state checkpointed","train_markets_per_generation":"512","train_seed_range":["2000000000","2000066047"],"generations":"129","search_minutes":"46.208692606635545","monitor_seeds":["30000000","30002047"],"freeze":"best monitored CMA mean; weights 1e-6, constants WAD with four integer constants rounded; scaling and shell unchanged"},"curve_columns":null,"gas":{"candidate":{"afterSwap_peak":"237689","OOG":"0","afterSwap_calls":"22269662"},"t3":{"afterSwap_peak":"237588","OOG":"0","afterSwap_calls":"19535282"}},"notes":["All three input artifact sha256 values and decoded T3 code, CG port, replica hashes matched the brief; setup wheel sha256 verified; repository commit 6b6921f8d463314aa7c96234e1be25a25245f704.","Provided CG port reused, not rebuilt. The three anchor literals read appended W entries, and PT reads appended TH values; market code unchanged except separate callback logging for gates. T is the supplied port with head disabled and original constants.","Gate A uses T3; gate C uses frozen candidate. Each replay uses the first 2,000 callbacks from each specified replica market, not synthetic trades.","Each real arm alone versus 30 bps VanillaStrategy; run_batch(...,8); configuration draws use numpy.default_rng(seed), size/rate/sigma draw order and default parameters of MatchRunner._build_configs.","Retail and arb edge deltas unavailable: this run_batch API exposes combined edges, PnL and retail/arb volumes, but no separate retail/arb edge totals. Volume deltas are reported and are not edge deltas.","The T3 batch for seeds 8840064..8840319 timed out at 470 seconds (exit 124) and returned no measurements. Those seeds were not reused; the first block is incomplete. No missing measurement was invented.","CMA initialized with seed 836; NumPy RNG state was not checkpointed in the first six segments, so the full search is not exactly replayable from that seed. Segment 7 resets seed 836 and saves RNG state for future continuations. valid=false records this protocol deviation and the incomplete first real block; candidate_checks_passed separately reports measured gates/gas plus a complete second real block.","Gas statistics cover completed run_batch calls only; gas statistics for the timed-out T3 batch were not returned.","No leaderboard placement claimed. Nothing fabricated."]},{"key":"j037","source":"[j037]","gates":{"A":{"sequences":"50","swap_callbacks":"100000","seeds":["310000","310049"],"max_fee_diff_bps":"5.7471258602809216e-05","threshold_bps":"0.01","passed":true},"B":{"n":"512","mean_diff":"1.920372244773669","se":"0.04445924198500627","retail_delta":"4.78667942995755","arb_delta":"-2.866307185183879","seeds":["7232768","7233279"],"target":"2.0","threshold":"0.15","passed":true},"C":{"applicable":false,"passed":null,"reason":"Real-only mode: no candidate or code changes. Gate A compares the delivered frozen T3 code and port to the stricter 0.01 bps threshold."}},"blocked":null,"protocol_complete":null,"candidate_checks_passed":null,"search_settings":null,"curve_columns":null,"gas":null,"notes":["All measurements here were performed locally; upstream performance figures are not used as new measurements. No training or leaderboard-placement claim.","Delivered code and whole params are unchanged T3. Port is the supplied CG port, with frozen T3 weights/constants and unchanged scaling; anchor literals are passed as constant entries. Market mechanics remain the supplied replica.","Speed includes process startup for 512 complete 10000-step markets on all two available cores and excludes compilation. Speed seeds 310100..310611.","Gate A uses the first 2000 actual callbacks in each specified replica market, including an initialization comparison, with no synthetic stress trades.","Real seeds are evaluated once per arm, without policy selection or tuning. The first seed in each arm was a one-market chunk; subsequent disjoint chunks cover the remainder.","Full-block retail_delta and arb_delta are null because the binding does not expose component edges and the earliest chunks discarded step details before adding reconstruction. Paired partial decomposition is separately labeled with its own n; volume deltas cover the full block.","Scratch execution dependencies and harnesses are not deliverables. Frozen Solidity uses the challenge standard base/interface imports."]},{"key":"j038","source":"[j038]","gates":{"A":{"sequences":"50","swap_callbacks":"100000","seeds":["310000","310049"],"max_fee_diff_bps":"5.7471258602809216e-05","init_max_diff_bps":"0.0","worst_at":["310015","1615"],"threshold_bps":"0.01","passed":true,"what":"T3's port (CG port with T3's weights, 41 constants, scaling; anchor literals read from the parameter vector) vs T3 code EVM fees; callbacks recorded from replica markets run with T3's port (first 2,000 strategy callbacks per seed)"},"B":{"n":"512","mean_diff":"1.920372244773669","se":"0.04445924198500627","retail_delta":"4.78667942995755","arb_delta":"-2.866307185183879","target":"2.0","tolerance":"0.15","seeds":["7232768","7233279"],"passed":true,"context_T3_minus_T_same_seeds":{"n":"512","mean_diff":"2.553638793392445","se":"0.05118964591970911"},"what":"replica CG minus T, required within 0.15 of +2.00"},"C":{"passed":null,"note":"not applicable: no search ran in real-only mode, so there is no frozen candidate"}},"blocked":null,"protocol_complete":null,"candidate_checks_passed":null,"search_settings":null,"curve_columns":["minutes","monitor_gain_over_T","sigma"],"gas":null,"notes":["All artifact ids and every decoded file sha256 named in the brief matched (T3 code cb6d9455, CG port b29cd2a0, replica 1e4c44b4, HA code 99e3a2ec); setup wheel aedb6828 verified; checkout 6b6921f8; setup.sh ran cleanly (StarterStrategy validated).","Port used as given (no rebuild): the CG port went into the replica STRATEGY block. The only textual changes: the three anchor literals (674., 0.712696..., 1.295240...) read W[NW], W[NW+1], W[NW+2], and TH/W come from one parameter vector. T = the same port with original TH_VALUES/anchor literals and head off (W[0]=0); CG = CG params; T3 = T3 weights, scaling and 41 constants (38 into the port TH, 3 anchor constants into W[NW..NW+2]).","Replica speed on this 4-core machine was 370 to 377 markets/s (T3 reported 1358/s with 30 processes on its own host). That is under the 500/s threshold, so per step 3 this item ran in mode real-only: no CMA-ES search ran (setting A was not exercised), there is no new candidate, and gate C and the holdout do not apply. The delivered code and params are T3 unchanged.","Gate A passed: max fee difference 5.75e-05 bps over 100,000 callbacks (50 replica-recorded sequences of 2,000, seeds 310000..310049); afterInitialize fees identical. Gate B passed: replica CG minus T = +1.920 se 0.044 on seeds 7232768..7233279 (target +2.00 +/- 0.15); on the same seeds T3 minus T = +2.554 se 0.051 (context).","Real engine, seeds 8848000..8849023, each arm alone vs Vanilla: T3 minus HA = +1.430 se 0.029 (n 1024), median +1.396, 978 wins / 46 losses, worst seed -2.25. Mean edges: T3 529.448, HA 528.017.","Gas: T3 afterSwap peak 235,406 (<= 245,000), 0 OOG/revert/halt over 11,110,942 afterSwap calls; afterInitialize peak 243,234. HA afterSwap peak 231,418, 0 OOG.","Retail/arb edge deltas are null: run_batch gives no retail/arb split of edge. No leaderboard placement is claimed.","To run the planned search (setting A), the next attempt needs a machine with replica speed of at least 500 markets/s (more cores) or a lower threshold in the brief."]},{"key":"j039","source":"[j039]","gates":{"A":{"sequences":"50","swap_callbacks":"100000","seeds":["310000","310049"],"max_fee_diff_bps":"5.7471258602809216e-05","threshold_bps":"0.01","passed":true,"trades":"first 2000 callbacks recorded from each full replica market; no synthetic trades"},"B":{"n":"512","seeds":["7232768","7233279"],"mean_diff":"1.920372244773669","se":"0.04445924198500627","retail_delta":"4.78667942995755","arb_delta":"-2.866307185183879","target":"2.0","passed":true},"C":{"passed":true,"max_fee_diff_bps":"5.7471258602809216e-05","threshold_bps":"0.1","sequences":"50","swap_callbacks":"100000","seeds":["310000","310049"],"method":"Same measured callbacks as A: real-only branch retains T3 code and params unchanged, so no separate freeze or second measurement."}},"blocked":null,"protocol_complete":null,"candidate_checks_passed":null,"search_settings":null,"curve_columns":null,"gas":null,"notes":["Speed was measured before gates and real runs, after warming the supplied port JIT, on 512 full 10000-step markets, using all 8 available cores. It includes configuration generation and process pool startup/join. This selects the mandatory real-only branch.","No optimization, monitor evaluation, replica holdout, or second real block was performed: item step 3 prescribes T3 versus HA on exactly 1024 seeds in real-only mode. The supplied T3 code_zb64 and entire params object are copied unchanged.","No port was rebuilt: supplied CG port inserted in replica STRATEGY block, T3 weights/constants applied; three anchor literals read from parameter entries, and existing TH/W bindings passed through one vector. All other strategy formulas and market mechanics unchanged.","Gate A uses the first 2000 actual submission callbacks from each full replica market seeded 310000..310049, preserving each sequence state. Float decimal strings are converted to EVM WAD by the pinned executor. No synthetic stress trades.","Gate B is measured CG minus T with original CG constants/scaling, head enabled versus disabled, on the specified 512 replica seeds. Target +2.00 is requester-provided, not a newly measured real run.","Real runs used amm_sim_rs.run_batch(arm, VanillaStrategy, configs, 8). Per seed, default_rng(seed) draws size uniform(19,21), rate uniform(0.6,1.0), sigma uniform(0.000882,0.001008) in MatchRunner order. Each of the 1024 real seeds was run once per arm, separate markets, no tuning or selection. Results pair identical seed labels.","SE is sample SD/sqrt(n), ddof=1; wins count strictly positive paired differences, worst5 are the five lowest untrimmed paired differences. sum and sumsq are uncentered sums of paired edge differences.","Gas instrumentation reset per arm chunk, snapshot from amm_sim_rs.gas_stats(), then sum counts and take maxima across chunks. Full gas rows include Vanilla baseline callbacks. Validity requires no OOG in either arm or its baseline, no other call failure, all applicable gates, and each submission afterSwap peak <=245000.","All commands were bounded below 8 minutes; scratch intermediates are not deliverables. Setup succeeded at pinned checkout and wheel SHA256 aedb68280aca34c110968f00148387c95885207913fb2cf19a1ab4c5cfd6887a. No leaderboard improvement or placement is claimed."]},{"key":"j040","source":"[j040]","gates":{"A":{"passed":true,"max_abs_bps":"5.747125871339784e-05","sequences":"50","callbacks_per_sequence":"2000","seed_range":["310000","310049"]},"B":{"passed":true,"mean_diff":"1.920372244773669","se":"0.04445924198500627","n":"512","target":"2.0","tolerance":"0.15","seed_range":["7232768","7233279"]},"C":{"applicable":false,"reason":"Real-only mode; unchanged T3 code and params, no learned candidate frozen. Gate A also meets 0.1 bps."}},"blocked":null,"protocol_complete":false,"candidate_checks_passed":null,"search_settings":null,"curve_columns":null,"gas":null,"notes":["All measurements in speed, gates and real are local observations, not claims copied from artifact results. No training or leaderboard submission was performed in real-only mode. Delivered code and params are exactly T3, unchanged.","Pinned checkout 6b6921f8d463314aa7c96234e1be25a25245f704; requested setup succeeded including wheel sha256 aedb68280aca34c110968f00148387c95885207913fb2cf19a1ab4c5cfd6887a and StarterStrategy validation. All three content-addressed artifact JSON hashes and the three decoded code/port/replica hashes matched; HA code hash also matched.","Used supplied CG port in supplied replica STRATEGY block, with T3 head/scaling and constants. As described by T3, only parameter binding changed: TH and W passed in one vector; three anchor literals read vector coordinates. Core fee logic was not rebuilt. Baseline T is CG port with head off and original constants/anchor.","Gate A uses first 2000 callbacks from each replica market at seeds 310000..310049, starting reserves (100,10000), 3000 market steps sufficient to collect all callbacks. Identical recorded trade sequence replayed on EVM; floating units converted to integer WAD. No synthetic stress trades. A was replayed twice due a JSON serialization repair; B also reran solely to repair numpy bool serialization. No real evaluation seeds were rerun.","Real engine: amm_sim_rs.run_batch(strategy, VanillaStrategy, configs, 8), each arm alone against 30 bps Vanilla. Config RNG and draw order match MatchRunner._build_configs; 10000 steps, default baseline settings. Saved chunks contain 32 seeds each. All commands bounded below 8 minutes.","Protocol deviation: HA seeds 8856000..8856031 executed once but their results and gas were lost because an unsupported LightweightStepResult reached JSON serialization. Those seeds were not rerun. A bounded 470-second T3 segment timed out during seeds 8856992..8857023; its partial results were lost and those seeds were not rerun. First prescribed block reports only 960 available paired seeds 8856032..8856991, not 1024. Missing data are not imputed; valid is conservatively false because the exact requested first block is incomplete.","Second specified fresh block 8858000..8859023 is evaluated and reported separately because over 30 minutes remained. This supplies an independent complete 1024-seed comparison; it does not replace missing data in the first block.","Retail/arb edge deltas are null because run_batch exposes total edges, retail/arb volume and PnL, but no retail/arb edge decomposition. Reported volume deltas are not edge estimates. Worst5 lists the five smallest paired total-edge differences, sample SE uses ddof=1; sumsq is sum(diff^2).","Gas is from amm_sim_rs.gas_stats(), Submission role only, aggregated over saved chunks per arm/block. Peaks are maxima and calls/OOG are sums. Gas for the lost HA and T3 chunks is unavailable, so no safety claim covers those chunks."]}]
```

## Sources

References identify the exact input result artifacts. Each local file was verified against its reference ID; these are reports, not independently reproduced engine outputs.

[j031]: https://api.imd.fun/artifacts/d95ae76d97fdd97584e870fd45c8536343b051fffef782fb8699fd6f669ea2c3 "j031; verified local result SHA-256"
[j032]: https://api.imd.fun/artifacts/f3543da0b83e08ca7f814f46ffe1c546d6710929c46596cfe6c0fb242fb5f5ca "j032; verified local result SHA-256"
[j033]: https://api.imd.fun/artifacts/2ac06e6c0fbe69125a316bef18fb6bd51ce4804a4bb32f02a0995dbc154de44b "j033; verified local result SHA-256"
[j034]: https://api.imd.fun/artifacts/3ac6a95d220aeffd9c9f913bb1e02e453074232e685f36d7207dce90f2adaa1d "j034; verified local result SHA-256"
[j035]: https://api.imd.fun/artifacts/c196379463c81d85d913926b415ca65d3be68157a6b456402e69d4e96026c15f "j035; verified local result SHA-256"
[j036]: https://api.imd.fun/artifacts/f59add9830a7c7327a63098373ca04205a079806eb5d2ea07e6b2f3ff38a8860 "j036; verified local result SHA-256"
[j037]: https://api.imd.fun/artifacts/d67d3c69064d47772b165e5ba38aa7b22d83c31176f98436eb2f82e84f3cd2cf "j037; verified local result SHA-256"
[j038]: https://api.imd.fun/artifacts/0c7652ffe5b241749f35458d901881616c1ae242b44357736ba70c83c98e1f8c "j038; verified local result SHA-256"
[j039]: https://api.imd.fun/artifacts/9bf164b4242c49314b6fc6fa89e324653891b14e04b53eca87fab9b5157b63bb "j039; verified local result SHA-256"
[j040]: https://api.imd.fun/artifacts/5a73264093c4695e0e685d00dae2f658c2609381b447352249cf359e57ba99c8 "j040; verified local result SHA-256"