{
 "item": "nos",
 "omitted_piece": "later (non-first-in-step) asymmetric fee cap s=1 (R2=36 bps); LOO = gen(G,16,30,36,k=1,f=1,s=0)",
 "code": "// SPDX-License-Identifier: MIT\npragma solidity ^0.8.24;\n\nimport {AMMStrategyBase} from \"./AMMStrategyBase.sol\";\nimport {TradeInfo} from \"./IAMMStrategy.sol\";\n\ncontract Strategy is AMMStrategyBase {\n    uint256 constant ELAPSED_CAP = 8;\n    uint256 constant SIGNAL_THRESHOLD = WAD / 650;\n    uint256 constant DIR_DECAY = 750000000000000000;\n    uint256 constant ACT_DECAY = 530000000000000000;\n    uint256 constant SIZE_DECAY = 530000000000000000;\n    uint256 constant TOX_DECAY = 910000000000000000;\n    uint256 constant SIGMA_DECAY = 690000000000000000;\n    uint256 constant LAMBDA_DECAY = 990000000000000000;\n    uint256 constant SIZE_BLEND_DECAY = 828000000000000000;\n    uint256 constant TOX_BLEND_DECAY = 51000000000000000;\n    uint256 constant ACT_BLEND_DECAY = 985000000000000000;\n    uint256 constant PHAT_ALPHA = 270000000000000000;\n    uint256 constant PHAT_ALPHA_RETAIL = 60000000000000000;\n    uint256 constant PHAT_ALPHA_SAME = 120000000000000000;\n    uint256 constant REVERT_U = 0;\n    uint256 constant DIR_IMPACT_MULT = 4;\n    uint256 constant GATE_SIGMA_MULT = 7200000000000000000;\n    uint256 constant MIN_GATE = 30000000000000000;\n    uint256 constant TRADE_TOX_BOOST = 3500 * BPS;\n    uint256 constant STALE_ATTRACT_FRAC = 1050000000000000000;\n    uint256 constant RET_CAP = WAD / 35;\n    uint256 constant TOX_CAP = WAD / 5;\n    uint256 constant TRADE_RATIO_CAP = WAD / 5;\n    uint256 constant LAMBDA_CAP = 1820000000000000000;\n    uint256 constant STEP_COUNT_CAP = 64;\n    uint256 constant BASE_FEE = 4 * BPS;\n    uint256 constant SIGMA_COEF = 200000000000000000;\n    uint256 constant LAMBDA_COEF = 12 * BPS;\n    uint256 constant FLOW_SIZE_COEF = 4842 * BPS;\n    uint256 constant TOX_COEF = 300 * BPS;\n    uint256 constant TOX_QUAD_COEF = 15000 * BPS;\n    uint256 constant ACT_COEF = 91843 * BPS;\n    uint256 constant DIR_COEF = 20 * BPS;\n    uint256 constant DIR_TOX_COEF = 100 * BPS;\n    uint256 constant STALE_DIR_COEF = 6850 * BPS;\n    uint256 constant SIGMA_TOX_COEF = 500 * BPS;\n    uint256 constant TAIL_KNEE = 600 * BPS;\n    uint256 constant TAIL_SLOPE_PROTECT = 930000000000000000;\n    uint256 constant TAIL_SLOPE_ATTRACT = 850000000000000000;\n\n    function afterInitialize(uint256 initialX, uint256 initialY) external override returns (uint256, uint256) {\n        slots[0] = BASE_FEE; slots[1] = BASE_FEE; slots[3] = WAD; \n        slots[5] = initialX > 0 ? wdiv(initialY, initialX) : 100 * WAD;\n        slots[6] = 950000000000000; slots[7] = 800000000000000000; slots[8] = 2000000000000000;\n        slots[13] = 902500000000; slots[14] = slots[5]; \n        return (BASE_FEE, BASE_FEE);\n    }\n\n    function afterSwap(TradeInfo calldata trade) external override returns (uint256, uint256) {\n        uint256 prevBidFee = slots[0]; uint256 prevAskFee = slots[1]; uint256 lastTs = uint64(slots[2]);\n        uint256 dirState = slots[3]; uint256 actEma = slots[4]; uint256 pHat = slots[5];\n        uint256 sigmaHat = slots[6]; uint256 lambdaHat = slots[7]; uint256 sizeHat = slots[8];\n        uint256 toxEma = slots[9]; uint256 stepTradeCount = slots[10];\n\n        uint256 sigmaForFast = sigmaHat;\n        uint256 fastHat = slots[14];\n        uint256 uncertainty = slots[13];\n        uint256 silent = trade.timestamp > lastTs ? trade.timestamp - lastTs : 0;\n        bool isNewStep = trade.timestamp > lastTs;\n        if (isNewStep) {\n            uint256 elapsedRaw = trade.timestamp - lastTs;\n            uint256 elapsed = elapsedRaw > ELAPSED_CAP ? ELAPSED_CAP : elapsedRaw;\n            dirState = _decayCentered(dirState, DIR_DECAY, elapsed);\n            actEma = wmul(actEma, _powWad(ACT_DECAY, elapsed));\n            sizeHat = wmul(sizeHat, _powWad(SIZE_DECAY, elapsed));\n            toxEma = wmul(toxEma, _powWad(TOX_DECAY, elapsed));\n            if (stepTradeCount > 0 && elapsedRaw > 0) {\n                uint256 lambdaInst = (stepTradeCount * WAD) / elapsedRaw;\n                if (lambdaInst > LAMBDA_CAP) lambdaInst = LAMBDA_CAP;\n                lambdaHat = wmul(lambdaHat, LAMBDA_DECAY) + wmul(lambdaInst, WAD - LAMBDA_DECAY);\n            }\n            uncertainty += wmul(sigmaForFast, sigmaForFast) * elapsedRaw;\n            if (uncertainty > 100000000000000) uncertainty = 100000000000000;\n            stepTradeCount = 0;\n        }\n\n        bool firstInStep = stepTradeCount == 0;\n        uint256 spot = trade.reserveX > 0 ? wdiv(trade.reserveY, trade.reserveX) : pHat;\n        if (pHat == 0) pHat = spot;\n\n        uint256 feeUsed = trade.isBuy ? prevBidFee : prevAskFee;\n        uint256 gamma = feeUsed < WAD ? WAD - feeUsed : 0;\n        uint256 pImplied;\n        if (gamma == 0) { pImplied = spot; }\n        else { pImplied = trade.isBuy ? wmul(spot, gamma) : wdiv(spot, gamma); }\n\n        // S: infer a no-trade interval center from the last post-trade spot.\n        uint256 silenceScale = WAD;\n        if (firstInStep && silent > 1) {\n            uint256 g = silent - 1;\n            if (g > 1) g = 1;\n            uint256 w = WAD - _powWad(800000000000000000, g);\n            uint256 s = slots[2] >> 64;\n            if (s == 0) s = pHat;\n            uint256 c = (wmul(s, WAD - prevBidFee) + wdiv(s, WAD - prevAskFee)) / 2;\n            if (c >= pHat) pHat += wmul(w, c - pHat);\n            else pHat -= wmul(w, pHat - c);\n            silenceScale = WAD - wmul(300000000000000000, w);\n        }\n\n        {\n            uint256 ret = pHat > 0 ? wdiv(absDiff(pImplied, pHat), pHat) : 0;\n            uint256 alpha = firstInStep ? PHAT_ALPHA : PHAT_ALPHA_RETAIL;\n            uint256 prePhat = pHat;\n            bool secondPrint = !firstInStep && stepTradeCount == 1;\n            bool sameDir = false; bool oppDir = false;\n            if (secondPrint) {\n                bool up2 = pImplied >= pHat;\n                uint256 d1 = slots[12];\n                if (d1 != 0) { sameDir = (d1 == 1) == up2; oppDir = !sameDir; }\n                if (sameDir) alpha = PHAT_ALPHA_SAME;\n            }\n            if (firstInStep) { slots[12] = pImplied >= pHat ? 1 : 2; }\n            uint256 adaptiveGate = wmul(sigmaHat, GATE_SIGMA_MULT);\n            if (adaptiveGate < MIN_GATE) adaptiveGate = MIN_GATE;\n            alpha = wmul(alpha, silenceScale);\n            adaptiveGate = wmul(adaptiveGate, silenceScale);\n            if (ret <= adaptiveGate) { pHat = wmul(pHat, WAD - alpha) + wmul(pImplied, alpha); }\n            if (oppDir && REVERT_U > 0) {\n                uint256 pre = slots[11];\n                if (pre > pHat) pHat = pHat + wmul(pre - pHat, REVERT_U);\n                else pHat = pHat - wmul(pHat - pre, REVERT_U);\n            }\n            if (firstInStep) {\n                if (ret > RET_CAP) ret = RET_CAP;\n                sigmaHat = wmul(sigmaHat, SIGMA_DECAY) + wmul(ret, WAD - SIGMA_DECAY);\n            }\n        }\n\n        // Interior retail routing equalizes fee-adjusted marginal prices.\n        // Subsequent trades in a step cannot be the initial arbitrage trade.\n        if (!firstInStep && feeUsed > 30 * BPS && gamma > 0) {\n            uint256 normalSpot = trade.isBuy\n                ? wdiv(wmul(spot, gamma), WAD - 30 * BPS)\n                : wdiv(wmul(spot, WAD - 30 * BPS), gamma);\n            pHat = wmul(pHat, 90 * WAD / 100) + wmul(normalSpot, 10 * WAD / 100);\n        }\n\n        {\n            uint256 ret = fastHat > 0 ? wdiv(absDiff(pImplied, fastHat), fastHat) : 0;\n            uint256 alpha;\n            if (firstInStep) {\n                uint256 processSigma = sigmaForFast;\n                uint256 obsVar = uncertainty + wmul(processSigma, processSigma);\n                uint256 probArb;\n                uint256 z2 = wdiv(wmul(ret, ret), obsVar);\n                uint256 density = _powWad(wdiv(WAD, WAD + z2 / 16), 8);\n                uint256 sigmaObs = _isqrt(obsVar * WAD);\n                uint256 odds = wmul(density, wdiv(6700000000000000, sigmaObs));\n                bool arbFlag = ret <= wmul(sigmaForFast, 1220000000000000000);\n                uint256 prior = arbFlag ? 650000000000000000 : 400000000000000000;\n                uint256 tr = trade.reserveY > 0 ? wdiv(trade.amountY, trade.reserveY) : 0;\n                if (tr > 3000000000000000) prior = wmul(prior, 6 * WAD / 10);\n                if (silent > 1) prior = wmul(prior, 8 * WAD / 10);\n                odds = wmul(odds, wdiv(prior, WAD - prior));\n                probArb = wdiv(odds, WAD + odds);\n                alpha = wmul(probArb, 600000000000000000) + wmul(WAD - probArb, 80000000000000000);\n                slots[15] = pImplied >= fastHat ? 1 : 2;\n                uncertainty = wmul(uncertainty, WAD - alpha);\n            } else {\n                if ((slots[15] == 1) == (pImplied >= fastHat)) alpha = PHAT_ALPHA_RETAIL;\n            }\n            uint256 gate = wmul(sigmaHat, GATE_SIGMA_MULT);\n            if (gate < MIN_GATE) gate = MIN_GATE;\n            if (ret <= gate) fastHat = wmul(fastHat, WAD - alpha) + wmul(pImplied, alpha);\n            slots[13] = uncertainty;\n        }\n\n        if (!firstInStep && feeUsed > 30 * BPS && gamma > 0) {\n            uint256 normalObs = trade.isBuy\n                ? wdiv(wmul(spot, gamma), WAD - 30 * BPS)\n                : wdiv(wmul(spot, WAD - 30 * BPS), gamma);\n            if ((slots[15] == 1) == (normalObs >= fastHat)) {\n                fastHat = wmul(fastHat, 9 * WAD / 10) + wmul(normalObs, WAD / 10);\n            }\n        }\n        slots[14] = fastHat;\n        uint256 tradeRatio = trade.reserveY > 0 ? wdiv(trade.amountY, trade.reserveY) : 0;\n        if (tradeRatio > TRADE_RATIO_CAP) tradeRatio = TRADE_RATIO_CAP;\n\n        if (tradeRatio > SIGNAL_THRESHOLD) {\n            uint256 push = tradeRatio * DIR_IMPACT_MULT;\n            if (push > WAD / 4) push = WAD / 4;\n            if (trade.isBuy) {\n                dirState = dirState + push;\n                if (dirState > 2 * WAD) dirState = 2 * WAD;\n            } else {\n                dirState = dirState > push ? dirState - push : 0;\n            }\n            actEma = wmul(actEma, ACT_BLEND_DECAY) + wmul(tradeRatio, WAD - ACT_BLEND_DECAY);\n            sizeHat = wmul(sizeHat, SIZE_BLEND_DECAY) + wmul(tradeRatio, WAD - SIZE_BLEND_DECAY);\n            if (sizeHat > WAD) sizeHat = WAD;\n        }\n\n        uint256 tox = pHat > 0 ? wdiv(absDiff(spot, pHat), pHat) : 0;\n        if (tox > TOX_CAP) tox = TOX_CAP;\n        toxEma = wmul(toxEma, TOX_BLEND_DECAY) + wmul(tox, WAD - TOX_BLEND_DECAY);\n        uint256 toxSignal = toxEma;\n\n        stepTradeCount = stepTradeCount + 1;\n        if (stepTradeCount > STEP_COUNT_CAP) stepTradeCount = STEP_COUNT_CAP;\n\n        uint256 flowSize = wmul(lambdaHat, sizeHat);\n        uint256 fBase = BASE_FEE + wmul(SIGMA_COEF, sigmaHat) + wmul(LAMBDA_COEF, lambdaHat) + wmul(FLOW_SIZE_COEF, flowSize);\n        uint256 fMid = fBase + wmul(TOX_COEF, toxSignal) + wmul(TOX_QUAD_COEF, wmul(toxSignal, toxSignal)) + wmul(ACT_COEF, actEma);\n        fMid = fMid + wmul(SIGMA_TOX_COEF, wmul(sigmaHat, toxSignal));\n\n        uint256 dirDev; bool sellPressure;\n        if (dirState >= WAD) { dirDev = dirState - WAD; sellPressure = true; }\n        else { dirDev = WAD - dirState; sellPressure = false; }\n\n        uint256 skew = wmul(DIR_COEF, dirDev) + wmul(DIR_TOX_COEF, wmul(dirDev, toxSignal));\n        uint256 bidFee; uint256 askFee;\n        if (sellPressure) {\n            bidFee = fMid + skew;\n            askFee = fMid > skew ? fMid - skew : 0;\n        } else {\n            askFee = fMid + skew;\n            bidFee = fMid > skew ? fMid - skew : 0;\n        }\n\n        {\n            uint256 staleHat = wmul(pHat, 700000000000000000) + wmul(fastHat, 300000000000000000);\n            uint256 staleTox = wdiv(absDiff(spot, staleHat), staleHat);\n            if (staleTox > TOX_CAP) staleTox = TOX_CAP;\n            uint256 staleShift = wmul(STALE_DIR_COEF, staleTox);\n            uint256 attractShift = wmul(staleShift, STALE_ATTRACT_FRAC);\n            if (spot >= staleHat) {\n                bidFee = bidFee + staleShift;\n                askFee = askFee > attractShift ? askFee - attractShift : 0;\n            } else {\n                askFee = askFee + staleShift;\n                bidFee = bidFee > attractShift ? bidFee - attractShift : 0;\n            }\n        }\n\n        {\n            bool tradeAligned = (trade.isBuy && spot >= pHat) || (!trade.isBuy && spot < pHat);\n            if (tradeAligned) {\n                uint256 tradeBoost = wmul(TRADE_TOX_BOOST, tradeRatio);\n                if (!firstInStep && tradeBoost > 16 * BPS) tradeBoost = 16 * BPS;\n                if (trade.isBuy) { bidFee = bidFee + tradeBoost; }\n                else { askFee = askFee + tradeBoost; }\n            }\n        }\n\n        if (sellPressure) {\n            bidFee = clampFee(_compressTailWithSlope(bidFee, TAIL_SLOPE_PROTECT));\n            askFee = clampFee(_compressTailWithSlope(askFee, TAIL_SLOPE_ATTRACT));\n        } else {\n            askFee = clampFee(_compressTailWithSlope(askFee, TAIL_SLOPE_PROTECT));\n            bidFee = clampFee(_compressTailWithSlope(bidFee, TAIL_SLOPE_ATTRACT));\n        }\n\n        if (firstInStep) {\n            if (askFee > bidFee && bidFee > 30 * BPS) bidFee = 30 * BPS;\n            else if (bidFee > askFee && askFee > 30 * BPS) askFee = 30 * BPS;\n        }\n\n        slots[0] = bidFee; slots[1] = askFee; slots[2] = (spot << 64) | trade.timestamp;\n        slots[3] = dirState; slots[4] = actEma; slots[5] = pHat;\n        slots[6] = sigmaHat; slots[7] = lambdaHat; slots[8] = sizeHat;\n        slots[9] = toxEma; slots[10] = stepTradeCount;\n\n        return (bidFee, askFee);\n    }\n\n    function _compressTailWithSlope(uint256 fee, uint256 slope) internal pure returns (uint256) {\n        if (fee <= TAIL_KNEE) return fee;\n        return TAIL_KNEE + wmul(fee - TAIL_KNEE, slope);\n    }\n\n    function _powWad(uint256 factor, uint256 exp) internal pure returns (uint256 result) {\n        result = WAD;\n        while (exp > 0) {\n            if (exp & 1 == 1) result = wmul(result, factor);\n            factor = wmul(factor, factor);\n            exp >>= 1;\n        }\n    }\n\n    function _decayCentered(uint256 centered, uint256 decayFactor, uint256 elapsed) internal pure returns (uint256) {\n        uint256 mul = _powWad(decayFactor, elapsed);\n        if (centered >= WAD) { return WAD + wmul(centered - WAD, mul); }\n        uint256 below = wmul(WAD - centered, mul);\n        return below < WAD ? WAD - below : 0;\n    }\n\n    // Floor square root: bit-length seed and seven Newton steps (all uint256).\n    function _isqrt(uint256 x) internal pure returns (uint256 r) {\n        if (x == 0) return 0;\n        unchecked {\n            uint256 y = x;\n            r = 1;\n            if (y >> 128 != 0) { y >>= 128; r <<= 64; }\n            if (y >> 64 != 0) { y >>= 64; r <<= 32; }\n            if (y >> 32 != 0) { y >>= 32; r <<= 16; }\n            if (y >> 16 != 0) { y >>= 16; r <<= 8; }\n            if (y >> 8 != 0) { y >>= 8; r <<= 4; }\n            if (y >> 4 != 0) { y >>= 4; r <<= 2; }\n            if (y >> 2 != 0) { r <<= 1; }\n            r = (r + x / r) >> 1;\n            r = (r + x / r) >> 1;\n            r = (r + x / r) >> 1;\n            r = (r + x / r) >> 1;\n            r = (r + x / r) >> 1;\n            r = (r + x / r) >> 1;\n            r = (r + x / r) >> 1;\n            uint256 t = x / r;\n            return r < t ? r : t;\n        }\n    }\n\n    function getName() external pure override returns (string memory) { return \"no_cubic\"; }\n}\n",
 "sha256": "54ae8c358696cb964acbb6525b901b7f1ede2908d460e298ce8183fcbd307a79",
 "stack_sha256": "2eaafc7960e520b8a7fd322ec8afaff8fa677c730228a961efb509cc30b25719",
 "base_sha256": "610c1905e7dd5559b84e40a3b2d6f8e0b53a7b0ac7574ae33b6c1770a28367cb",
 "v2_sha256": "28417e116f57f1029fdd1803832e852574902c1ae7253c05657f317db76da4ab",
 "blocked": null,
 "coverage_note": "INCOMPLETE vs brief: brief asked 1000 seeds 4410000..4411000 for runs 1 and 2. Runs 1 and 2 were launched concurrently in 100-seed chunks; several chunk processes died silently (empty logs, no output; likely killed under memory pressure) and time did not allow rerunning all. Run 1 covers 700 seeds (4410000..4410500 and 4410800..4411000), run 2 covers 500 seeds (4410500..4411000), all inside 4410000..4411000; per-chunk harness invocations merged per-seed. Gas/OOG figures cover only completed chunks.",
 "omitted_piece_worth_mean": 0.002155796983310893,
 "omitted_piece_worth_se": 0.004219494445784106,
 "runs": [
  {
   "name": "1: STACK vs V2",
   "ref": "V2",
   "seeds": "chunks of 100 starting at 4410000,4410100,4410200,4410300,4410400,4410800,4410900",
   "paired": {
    "n": 700,
    "mean_diff": 0.0491764566483103,
    "se": 0.009691327703188507,
    "worst5": [
     {
      "seed": 4410963,
      "diff": -1.2243807615394644
     },
     {
      "seed": 4410312,
      "diff": -1.1054202507632453
     },
     {
      "seed": 4410103,
      "diff": -0.8236628726504023
     },
     {
      "seed": 4410034,
      "diff": -0.6251511660599363
     },
     {
      "seed": 4410935,
      "diff": -0.5235089691809662
     }
    ]
   },
   "valid": true,
   "invalid_reasons": [],
   "gas": {
    "afterSwap_max_ok": 211564,
    "init_max": 220962,
    "oog": 0,
    "other_errors": 0,
    "oog_seeds": []
   },
   "ref_gas": {
    "afterSwap_max_ok": 243457,
    "init_max": 236377,
    "oog": 11,
    "other_errors": 0,
    "oog_seeds": [
     [
      4410121,
      2
     ],
     [
      4410129,
      3
     ],
     [
      4410300,
      2
     ],
     [
      4410810,
      2
     ],
     [
      4410899,
      2
     ]
    ]
   },
   "retail_edge_delta": {
    "mean_diff": 0.04598616134634361,
    "se": 0.009885174495704557
   },
   "arb_edge_delta": {
    "mean_diff": 0.0031902953019193195,
    "se": 0.003698121154844511
   },
   "terciles_by_V2_retail_volume": [
    {
     "n": 233,
     "mean_diff": 0.05900258840495903,
     "se": 0.0210628263350575,
     "tercile": "low"
    },
    {
     "n": 233,
     "mean_diff": 0.03783995392954212,
     "se": 0.014665901184500583,
     "tercile": "mid"
    },
    {
     "n": 234,
     "mean_diff": 0.05068037303366855,
     "se": 0.013741017864325288,
     "tercile": "high"
    }
   ],
   "v2_gas": {
    "afterSwap_max_ok": 243457,
    "init_max": 236377,
    "oog": 11,
    "other_errors": 0,
    "oog_seeds": [
     [
      4410121,
      2
     ],
     [
      4410129,
      3
     ],
     [
      4410300,
      2
     ],
     [
      4410810,
      2
     ],
     [
      4410899,
      2
     ]
    ]
   }
  },
  {
   "name": "2: NO_LATERCAP(LOO) vs STACK",
   "ref": "STACK",
   "seeds": "chunks of 100 starting at 4410500,4410600,4410700,4410800,4410900",
   "paired": {
    "n": 500,
    "mean_diff": -0.002155796983310893,
    "se": 0.004219494445784106,
    "worst5": [
     {
      "seed": 4410854,
      "diff": -0.7208422203730152
     },
     {
      "seed": 4410735,
      "diff": -0.48034041319760945
     },
     {
      "seed": 4410622,
      "diff": -0.42356479655734347
     },
     {
      "seed": 4410537,
      "diff": -0.412179283157343
     },
     {
      "seed": 4410741,
      "diff": -0.2597665206108104
     }
    ]
   },
   "valid": true,
   "invalid_reasons": [],
   "gas": {
    "afterSwap_max_ok": 213443,
    "init_max": 220962,
    "oog": 0,
    "other_errors": 0,
    "oog_seeds": []
   },
   "ref_gas": {
    "afterSwap_max_ok": 213581,
    "init_max": 220962,
    "oog": 0,
    "other_errors": 0,
    "oog_seeds": []
   },
   "retail_edge_delta": {
    "mean_diff": -0.0049073194607148025,
    "se": 0.004416401023362279
   },
   "arb_edge_delta": {
    "mean_diff": 0.002751522477443494,
    "se": 0.001095475422835346
   },
   "terciles_by_V2_retail_volume": [
    {
     "n": 66,
     "mean_diff": -0.012738968114247613,
     "se": 0.011414098317728317,
     "tercile": "low"
    },
    {
     "n": 66,
     "mean_diff": 0.014697506427257746,
     "se": 0.019802064679412885,
     "tercile": "mid"
    },
    {
     "n": 68,
     "mean_diff": -0.003665172935412516,
     "se": 0.008798312749034242,
     "tercile": "high"
    }
   ],
   "stack_gas": {
    "afterSwap_max_ok": 213581,
    "init_max": 220962,
    "oog": 0,
    "other_errors": 0,
    "oog_seeds": []
   },
   "v2_gas": {
    "afterSwap_max_ok": 243457,
    "init_max": 236377,
    "oog": 11,
    "other_errors": 0,
    "oog_seeds": [
     [
      4410121,
      2
     ],
     [
      4410129,
      3
     ],
     [
      4410300,
      2
     ],
     [
      4410810,
      2
     ],
     [
      4410899,
      2
     ]
    ]
   },
   "stack_reproduced_run1_bit_exactly": true,
   "bit_exact_check_seeds": "overlap 4410800..4411000 (200 seeds)",
   "terciles_note": "V2 retail volume from run 1, available only on overlap seeds; terciles here use overlap only"
  },
  {
   "name": "3 (DERIVED, not separately run): LOO vs V2 = per-seed LOO(run2) minus V2(run1)",
   "ref": "V2",
   "seeds": "chunks of 100 starting at 4410800,4410900",
   "paired": {
    "n": 200,
    "mean_diff": 0.03176045491406853,
    "se": 0.013002058649233959,
    "worst5": [
     {
      "seed": 4410854,
      "diff": -0.5072667628294312
     },
     {
      "seed": 4410866,
      "diff": -0.4410445403209451
     },
     {
      "seed": 4410935,
      "diff": -0.4030807576210691
     },
     {
      "seed": 4410809,
      "diff": -0.3564142644374897
     },
     {
      "seed": 4410953,
      "diff": -0.3494802415181084
     }
    ]
   },
   "valid": true,
   "invalid_reasons": [],
   "gas": {
    "afterSwap_max_ok": 213443,
    "init_max": 220962,
    "oog": 0,
    "other_errors": 0,
    "oog_seeds": []
   },
   "ref_gas": {
    "afterSwap_max_ok": 243457,
    "init_max": 236377,
    "oog": 11,
    "other_errors": 0,
    "oog_seeds": [
     [
      4410121,
      2
     ],
     [
      4410129,
      3
     ],
     [
      4410300,
      2
     ],
     [
      4410810,
      2
     ],
     [
      4410899,
      2
     ]
    ]
   },
   "retail_edge_delta": {
    "mean_diff": 0.027122227641247037,
    "se": 0.0104512251735328
   },
   "arb_edge_delta": {
    "mean_diff": 0.00463822727267969,
    "se": 0.009532783456884221
   },
   "terciles_by_V2_retail_volume": [
    {
     "n": 66,
     "mean_diff": 0.006487193998265873,
     "se": 0.014147518818582594,
     "tercile": "low"
    },
    {
     "n": 66,
     "mean_diff": 0.04340478605398647,
     "se": 0.028787692844530397,
     "tercile": "mid"
    },
    {
     "n": 68,
     "mean_diff": 0.04498853381419193,
     "se": 0.022229821610908966,
     "tercile": "high"
    }
   ],
   "v2_gas": {
    "afterSwap_max_ok": 243457,
    "init_max": 236377,
    "oog": 11,
    "other_errors": 0,
    "oog_seeds": [
     [
      4410121,
      2
     ],
     [
      4410129,
      3
     ],
     [
      4410300,
      2
     ],
     [
      4410810,
      2
     ],
     [
      4410899,
      2
     ]
    ]
   },
   "note": "Not a separate harness run (time). Valid as a pairing only because STACK in run 2 reproduced run 1 bit-exactly: True; same seeds/configs, deterministic sim. ref_gas/v2_gas here are run-1 V2 totals over all 700 run-1 seeds (only 4410810 and 4410899 of its OOG seeds fall in the 200-seed overlap); gas is LOO over all 500 run-2 seeds."
  }
 ],
 "method": "amm-challenge @6b6921f8, setup.sh + instrumentation.patch, tests.py all_pass; harness.py run in 10 chunks of 100 seeds (each chunk a separate harness invocation, merged per-seed); amm-match validate passed for STACK.sol and LOO.sol. No board claim."
}