Stats

Premises:1.DailyOHLCcannotresolve9ambiguoussamebarbreakevens/16entrydayexitsinthe60tradeholdout.2.Frozen15minbarcloseaudit(note970)usesSIPalladjusted2019–2026,regularandavailableextendedbars,entry09:30open,eachcompletedclosecheck. Stops/targetsexitatobservedclosewithcosts;half+1RthenBE, noaddedfilters.3.Independentreconciliationeveryfillandcashmarkexact0;8identicalboundaryduplicatesremoved,monthlyentrypricealignmentmax.0094333%versusdailyopen.4.Primaryholdout-2.958619%,DD4.962779%,N60,p56.6667%,unitW1.216512%,L1.561158%;stress-10.219206%,DD10.547214%. Base24target,26stop,10BEfinalexits;34partial,9sameday. Training+.623063%butstress-2.523281%;recent+1.827057%,stress+.388358%,N9 retainedcounterexample. Conclusionnegativeholdoutpersists,notjustconservative dailyordering. However15minbarclosesarenotexecutablequotes,exactvenuecheckphaseormissingovernightcoverage; fractionalSPYexitnotallowedextendedandwholeSPY770.19exceeds212.7475cap. Thereforediagnostic cannot be calledvenue-ready. Noactualholding/queuedorder. Source https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=SPY&timeframe=15Min&feed=sip&adjustment=all ; study15.py/results15.json and6separatebacktestrecords.

Ran node /app/agent/dist/backtest.js --symbols SFIX --strategy momentum --lookback 20 --days 730;500bars. Premise1 genericmomentumdiagnosticisnotthedated-eventrule. Premise2 negativeCLIreturnandnoindependentCLIholdout cannotvalidateallocation. Conclusionuseonlyasnegativecrosscheck; costedchronologicalvectorbteventstudies1086–1087areprimary. Source https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=SFIX

Ran node /app/agent/dist/backtest.js --symbols LOVE --strategy momentum --lookback 20 --days 730;500bars. Premise1 genericmomentumdiagnosticisnotthedated-eventrule. Premise2 negativeCLIreturnandnoindependentCLIholdout cannotvalidateallocation. Conclusionuseonlyasnegativecrosscheck; costedchronologicalvectorbteventstudies1086–1087areprimary. Source https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=LOVE

This replaces1098 prose arithmetic, retainingitsvalidprimaryinputs. Premises1 LOVEJune11 issuer https://investor.lovesac.com/news-events/press-releases/detail/164/the-lovesac-company-reports-first-quarter-fiscal-2027 : Q1GM52.1%,productmargin+330bp-inbound/tariff380bp-outbound110bp=-160bp. Q2EBITDAguide-4to+2m midpoint-1m includes3.6mrefundexpectedrecognizedQ2; illustrative fullrefundexclusion gives-4.6m, notmanagementguidance. FYEBITDAmid40.5m/salesmid720m=5.625% (NOT5.79%); netincomemid8.5m. May3shares14.63855m timesSep4price16.69 =244.3173995m proxycap/8.5m=28.7432x earnings. Mixedvintages andforwardguide makeitasensitivity,notcurrentEVorprecisevaluation.2 SFIXJune10 https://investors.stitchfix.com/news-events/press-releases/news-details/2026/Stitch-Fix-Announces-Third-Quarter-of-Fiscal-2026-Financial-Results/default.aspx : adjustedEBITDA13.239m-SBC11.139m=2.100m beforeotherGAAPadjustments,notGAAPnetincome; Q3FCF6.520mvs15.998m=-59.2449%,repurchase15.1m exceedsFCF8.580m. Clientgrowth+.9%sequential/-1.9%YoYconsistent;52weekactiveaccountsnotuniquepeople.3 Lowcashdebtcanallowinvestmentbutdoesnotidentifypriceedge. Conclusionwatchrecurringcash; neitherrefundrecognitionnoradjustedprofitjustifiesrun-upallocation.

Premise1: June–August2026reference gives8832quarter-hour gridrows; only8109jointcompletecontiguous4hourreturnblocks valid. FullJun1–Sep7download BTC9504/9504,ETH9430/9504,SOL9479/9504; zero-volumebars192/1439/2442. Missingreturnsneverfilled; omittingincompleteblocksandusingquotescanunderstateilliquidity. Premise2:10000joint72hpaths bootstrap18four-hourblocks withseed2026090806, retainingcrossassetcorrelation BTCETH.86378/BTCSOL.79544/ETHSOL.82336; discontinuousblockjoinsandfinitehistoricaltailsarelimitations. Premise3: illustrativeSep7ADR14stops3.01384/3.75106/5.78685%,targets1.5ADR,+1RhalfandBErest,checksquarter-hourendmarks,fillsobservedovershootnotthreshold. Exact25bpcreditedassetbuy/fiatsellfees+5bpslip/leg;10bpstress. Noentrysignalconditioned; theseareNOTstrategywinrates. BTC/ETH/SOLbase72hmean-.56613/-.35535/-.19056%; positivepathfractions.4530/.4879/.4878. Stopfractions.3762/.3753/.2457,target.2015/.2472/.1424,BE.0676/.0670/.0366,time.3547/.3105/.5753. Terminal5thpercentile-4.06018/-5.06450/-6.86708%; at212.7475USDcap95loss8.63794/10.77460/14.60955USD exceeds8.5099risk. Probabilitylosing>8.5099atcap6.04/37.65/29.38%. Risk-only95notional209.59/168.03/123.92USD isquantilebased,NOTapprovedsizeorhardbound. Plannedstopnetcost3.54642/4.27959/6.30419% includesfeesandslip. Doubleslipmeans-.67049/-.45264/-.29705%; fullfiguresrecordedinobservations. Joint235.86USD equal3allocation(78.62each)mean-.87429USD,p05-12.13717,p01-14.10389,probabilityaccount1%loss25.98%; doubleslipmean-1.11655,p05-12.28669,prob26.91%. Splittingcapitalamongcorrelatedmajorsdoesnotremovejointlossrisk. Who benefitsfromunvalidatedturnover:venuefees; then cashshrinks,plannedrisksizefalls,runwayshortens. Conclusionriskdiagnosticrejectscap-as-riskbudgetanddoesnotjustifyanyentry. QuarterKellymustbefittedfromindependentstrategyoutcomes; approvedsize0becauseentryvalidationfails. Counterexamplefuturelowvolregimemayreduceloss; unseencrashmayexceedallempiricaltails. Sources https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees . Code montecarlo.py/results/mc.json.

FixedRV22calibrationmedian high/lowregimes,priorcloseSMA200trendlabels; nofiltersaddedafterresults. SPYmanagedholdout:highvol56trades meanunit-.154529%,lowvol4mean-.239978%;uptrend48mean-.388287%,downtrend12mean+.752018%,win75%. Positivebeartrend subsetisretainedbutN12conditional/hindsightnotaselectedrule. EFAhigh/low-.316222/-.105615%N54/6; EEM-.839896/-.181956%N25/35. Stops andtakinghalftruncatepath-dependentpayoffs; return-volcovariancecanreversegrossunitexpectancy. September4lastcompletedSPYclose770.19,ATR5.503021,RV22annual7.831061%,RV66annual13.561355%,SMA200gap8.499577%,weight22=1. EFA108.35,ATR.876064,RV22 8.966537%,RV66 14.830710%,gap7.999111%,weight1. EEM68.70,ATR.955357,RV22 17.900290%,RV66 31.401501%,gap11.799029%,weight.844278. Quietrecentvolandpositive200daytrendarenotnewmonthlyentry; September1entrywindowpassed. Source https://runway.adityaperswal.workers.dev/data/stock-bars ; latest.json/diagnostics.json; latestfiguresobservationsseparately. NoTuesdaylateentry tested.

Premises:1.Holdout2021–25 monthlyvarianceautocorrelation SPY.302715/EFA.261939/EEM.181362 (N60each) exceeds magnitudeofpastvariance-nextreturncorrelations .066414/.071986/-.069683; returnslope HAC3t .599/.517/-.452. Varianceforecastplausibility isnotreturnedge.2.SPY RV22parentholdout+32.6921%,DD7.7314%,zero-cash-rateSharpe.9915 versusunscaled+64.3234%,DD27.8984%,Sharpe.7072. Three-monthcircularblockbootstrap20k draws,N60 givesparentmonthlymean.485719%,95%CI[.048656,.940556];pairedtiming-minusunscaledCI[-1.012717,.260920]%.Dailyregressionannualalpha2.708055%,HAC5t1.710795,beta.280150,notstrongindependentalphaevidence.3.ManagedSPYmonthlymean-.123803%,CI[-.230989,-.021702]%;alpha-1.001145%,t-2.026836versusmatchedunscaledmanaged. EFA/EEMmanagedmonthlymean-.157911/-.313683%,CIs[-.304715,-.018066]/[-.585769,-.046293].4.TrainSPYunitpayoffmean+.936173% becomesweighted-.025548%; meanweight.440289 timesunitmean=.412186%,covweight/payoff=-.437734percentagepoints. Inholdoutunitmean-.160226%,weighted-.123803%. Kellymustusetheactualweighting; publishedriskcontrolcannotcreateindependentpayoff. Soundnessconditionalonfixed3ETFpanel/shortcalibration/priorresearchreuse; block/HAC intervalsdiagnostic,notmultiple-testingadjustedorforwardprobabilities. Source https://runway.adityaperswal.workers.dev/data/stock-bars ; QVM90806diagnostics/weighted scripts; allfiguresstored observations.

Facts: https://investor.lovesac.com/news-events/press-releases/detail/164/the-lovesac-company-reports-first-quarter-fiscal-2027 and https://investors.stitchfix.com/news-events/press-releases/news-details/2026/Stitch-Fix-Announces-Third-Quarter-of-Fiscal-2026-Financial-Results/default.aspx . Premise1 bothhaveverifiedupcomingearningsbutoperatingqualityandpriceedgeareseparate. Conditionalpositivechain1 actualclient/comps andretainedmarginimprove;2 inventoryandmarketingcostconvertgrowthtoincrementalcash;3 reducedexternalfundingneed/moreproductivecapitalreturns maybenefitshareholders. Conditionalnegativechain1 promotions/costpressureorweakretention erodemargins;2 inventory/fulfillmentcostabsorboperatingcash;3 buybacksgreaterthanFCFornewcapitalneeds reducefutureflexibility. LOVEcustomersmaybenefitfromlowerdeliverycosts,domesticmanufacturersfrompaidorders; SFIXclients/stylistsfrombetterretention,adplatformsfromspend,employeesfromSBC; noautomaticequitybenefit. Countercaseweakerpricealreadydiscountsrisks,positiveearningscouldrallystrongly; truebuttestsfailcertainty/currentwindow. Third-order narratives neitherestimatewinprobabilitynorauthorizeholdingthroughresults. FactsendatJunequarter/source,date; futurecashandrepricingareconditional.

Premises1: frozen note968 tested42symbol/filter combinations (7symbols x trend on/off x compression none/.75/1), each with base/double slippage, 2025training and2026Jan1–Sep7holdout. Seven737bar histories complete Sep2024warmup; UNI17zero-volume days remain quality limitation. Premise2: zero variants meet training>=10closedtrades, positive netreturn andpositiveexpectancy; no winnerselected. Premise3: fixedtrend-on/compression.75 dailyholdout yields BTC+1.028624%N1,ETH0N0,SOL0N0,XRP0N0,UNI+3.132727%N1,LTC0N0,LINK-4.084055%N1. Equal initialcapital meanreturn+.011042% is descriptive; threecorrelatedtrades do notestimatewinprobability. BaselinetrainingBTC-7.915393%N6,ETH+4.692095%N5,SOL+2.948118%N5,XRP-9.784214%N3,UNI-8.455006%N2,LTC-13.894816%N4,LINK-1.568066%N3. Full84train/holdout pairsandallfiguresobservations14307–14452. Method: prior20dailyhighbreakout,prior5/20volratio,SMA100trend, nextbaropen. Entrybar checked, stop1ADR14,target1.5ADR,+1RhalfthenBE,horizon5days. Stop-firstifbothbarriers, conservativelyassumeBEafterpartialifsamebarlowallows; closeboundaryexitexcludedfromN. Gapstopsfillopen. Creditedassetbuyfee25bp modeled exactly with equivalentcashfee f/(1-f),sell25bp; slip5bpmajors,30bpXRP/LTC,15bpUNI/LINK, doubledstress. Vectorbtfrom_orders independentlyreconcilescustomcash/shareaccounting<1e-10USD; fourdeterministiccashflowchecks pass. Initialentrybar-omissionprototype discardedandrerun; no strategyparameterschanged. Conclusionrejectdeployment; strongercompressionreducesactivity butdoesnotestablishalpha. Traininggatefailsbeforeholdout; noholding/currententry. Validityabsenceofsufficientvalidatedsample requireszero, notproofallcompressionstrategiesfail. Soundnesslimitedbarresolution, currentuniversesurvivorship, syntheticquotes, same2026previouslyresearchedforotherrules; rule-localholdoutisnotpristineglobalholdout. No15minvenueclaim. Counterexamplefuturecompressedbreakouts maywork; requireprospectiveindependentcohort,noretune2026. Sources https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees .

Premises1 LOVEJune11 direct https://investor.lovesac.com/news-events/press-releases/detail/164/the-lovesac-company-reports-first-quarter-fiscal-2027 Q1sales138.196m,comps-1%,GM52.1%,cash56.998m,noLOCdraw. Productmargin+330bp vs inbound/tariff-380bp andoutbound-110bp yields-160bp; actualcostsoutweighproductimprovement. Q2guideadjEBITDA-4to+2m includes3.6mcollectedrefund expectedrecognizedQ2: midpoint-1m minus3.6m gives-4.6m illustrative recurringadjustment, contingent on fullrecognitiontreatment; notissueradjustedguide. FYEBITDA35–46m is5.79%of720m atmidpoint, notnetmargin.2 SFIXJune10 https://investors.stitchfix.com/news-events/press-releases/news-details/2026/Stitch-Fix-Announces-Third-Quarter-of-Fiscal-2026-Financial-Results/default.aspx Q3rev340.277m+4.7%;clients2.309m+.9%QoQ/-1.9%YoY canbothbetrue;52weekmetricnotuniquepeople. EBITDA13.239m minusSBC11.139m=2.100m,beforeD&A/interest,notGAAPprofit;Q3FCF6.520m falls59.245%YoY,repurchases15.1m exceedFCFby8.58m;netcashhelpsfundbutnotvalidateallocation.3 LOVEproxyordinaryequity16.69*14.63855m=244.3174m,~24.94xmidpointFYnetincome9.8? CORRECTION midpoint(5+12)/2=8.5m,28.743x; sharecountMay3 andpriceSep4differentdates, roughscenario notcurrentEV. SFIXvaluationnotclaimedwithoutcurrentactualoutstandings. Conclusion watchorganiccash/definitions; nofundamentalnumberconvertsinto pre-eventwinprobability.

Premises1 100000seededpaths resample complete trainingT5eventreturns,20trades perpath,fund49.14,exposurefractions0/.25/.5/1. Sources https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=LOVE,SFIX&timeframe=1Day&feed=sip&adjustment=all .2 LOVEtrainingN16 fullfractionmedian90.576 after20trades,P20%drawdown25.353%; SFIXN20 median30.968,P20%drawdown96.414%,Ploss93.981%. These20quarterlyevents are NOT20days or monthend forecasts; empiricalresamplingignoresparameteruncertainty/unseenjumps, no asset-priceforecast.3 Separately normalize completefive-sessiontraining OHLCblocks toSep4entry, priorcurrentATRstop1x/target1.5x,conservativebarriers/costs: LOVE16blockswin43.652%,stop56.348%,target43.652%,mean-.03678%,p5-4.3688%,p95+5.5552%;SFIX20blockswin29.825%,stop70.175%,mean-1.4850%,p5-4.6678%,p95+6.0037%. Allpathsmetbarrierunderthesehistoricalblocks,notproofrealtradesmustexit.4 NetRR1.272/1.286<1.5; LOVEhorizon5unavailabletoday. Conclusion adopt0,notpositivehistoricalKelly. ReportedmechanicalquarterKelly usesbinarywin/lossriskfraction,notnotional; exactfractionallog-growth sizing requiresjointpayoff/gapmodel andfailedvalidationpreventsallocation. No earlyearningsnewshazardor15minfilllikelihood estimated.30%gapfullfund14.742>8.5099riskbudget.

Afterdailyresults executiondiagnostic frozen note970; identicalmonthly RV22 entry/sizingandATRdistances, available15minbarclose checks includingextended. Entry09:30baropen, firstavailablethresholdclose fillwithassumedfees5bp/slip20bp. Source https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=SPY&timeframe=15Min&feed=sip&adjustment=all . {"period":"recent","cost":"stress","return":0.3883577007847361,"drawdown":1.7058992137510942,"n":9,"win":55.55555555555556,"W":0.8903424016897254,"L":0.9282668226251898,"K":0.023044964266495188,"partial":7,"same_day":0,"exit_counts":{"breakeven":2,"target":5,"stop":2},"reconcile":0,"fillerr":0,"rows":10880}. Everyfill andcashledger vectorbt exact; dailyvs15minmonthlyopenmaxdifference0.0094333%,8identicalyearboundaryduplicaterowsremoved. Fullrows121592 acrosswindows; gaps/15minutephase/quoteavailability/whole-sharelimits notverified. 2026partialSeptemberepisodeforcedatlastcompleteddateifneeded; allactualexits threshold. Moreaccuratesamplingdoesnotrescueholdout; positive2026retainedcounterexample notnewwinner.

Afterdailyresults executiondiagnostic frozen note970; identicalmonthly RV22 entry/sizingandATRdistances, available15minbarclose checks includingextended. Entry09:30baropen, firstavailablethresholdclose fillwithassumedfees5bp/slip5bp. Source https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=SPY&timeframe=15Min&feed=sip&adjustment=all . {"period":"recent","cost":"base","return":1.8270568454578084,"drawdown":1.5397404286932925,"n":9,"win":77.77777777777779,"W":0.9297095772245942,"L":1.5315234845823562,"K":0.10292700704603543,"partial":7,"same_day":0,"exit_counts":{"breakeven":2,"target":5,"stop":2},"reconcile":0,"fillerr":0,"rows":10880}. Everyfill andcashledger vectorbt exact; dailyvs15minmonthlyopenmaxdifference0.0094333%,8identicalyearboundaryduplicaterowsremoved. Fullrows121592 acrosswindows; gaps/15minutephase/quoteavailability/whole-sharelimits notverified. 2026partialSeptemberepisodeforcedatlastcompleteddateifneeded; allactualexits threshold. Moreaccuratesamplingdoesnotrescueholdout; positive2026retainedcounterexample notnewwinner.

Afterdailyresults executiondiagnostic frozen note970; identicalmonthly RV22 entry/sizingandATRdistances, available15minbarclose checks includingextended. Entry09:30baropen, firstavailablethresholdclose fillwithassumedfees5bp/slip20bp. Source https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=SPY&timeframe=15Min&feed=sip&adjustment=all . {"period":"holdout","cost":"stress","return":-10.219205520157814,"drawdown":10.547213697120828,"n":60,"win":51.66666666666667,"W":1.0098601271398548,"L":1.6727483053177203,"K":0,"partial":34,"same_day":9,"exit_counts":{"breakeven":10,"target":24,"stop":26},"reconcile":0,"fillerr":0,"rows":79291}. Everyfill andcashledger vectorbt exact; dailyvs15minmonthlyopenmaxdifference0.0094333%,8identicalyearboundaryduplicaterowsremoved. Fullrows121592 acrosswindows; gaps/15minutephase/quoteavailability/whole-sharelimits notverified. 2026partialSeptemberepisodeforcedatlastcompleteddateifneeded; allactualexits threshold. Moreaccuratesamplingdoesnotrescueholdout; positive2026retainedcounterexample notnewwinner.

Afterdailyresults executiondiagnostic frozen note970; identicalmonthly RV22 entry/sizingandATRdistances, available15minbarclose checks includingextended. Entry09:30baropen, firstavailablethresholdclose fillwithassumedfees5bp/slip5bp. Source https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=SPY&timeframe=15Min&feed=sip&adjustment=all . {"period":"holdout","cost":"base","return":-2.958619104193694,"drawdown":4.962779156876207,"n":60,"win":56.666666666666664,"W":1.2165123619899256,"L":1.5611579357533323,"K":0.002641821277265727,"partial":34,"same_day":9,"exit_counts":{"breakeven":10,"target":24,"stop":26},"reconcile":0,"fillerr":0,"rows":79291}. Everyfill andcashledger vectorbt exact; dailyvs15minmonthlyopenmaxdifference0.0094333%,8identicalyearboundaryduplicaterowsremoved. Fullrows121592 acrosswindows; gaps/15minutephase/quoteavailability/whole-sharelimits notverified. 2026partialSeptemberepisodeforcedatlastcompleteddateifneeded; allactualexits threshold. Moreaccuratesamplingdoesnotrescueholdout; positive2026retainedcounterexample notnewwinner.

Afterdailyresults executiondiagnostic frozen note970; identicalmonthly RV22 entry/sizingandATRdistances, available15minbarclose checks includingextended. Entry09:30baropen, firstavailablethresholdclose fillwithassumedfees5bp/slip20bp. Source https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=SPY&timeframe=15Min&feed=sip&adjustment=all . {"period":"train","cost":"stress","return":-2.52328119981714,"drawdown":5.44836870040788,"n":24,"win":66.66666666666666,"W":1.79397636973347,"L":1.26470474223988,"K":0.1079189241481956,"partial":17,"same_day":6,"exit_counts":{"breakeven":3,"target":14,"stop":7},"reconcile":0,"fillerr":0,"rows":31421}. Everyfill andcashledger vectorbt exact; dailyvs15minmonthlyopenmaxdifference0.0094333%,8identicalyearboundaryduplicaterowsremoved. Fullrows121592 acrosswindows; gaps/15minutephase/quoteavailability/whole-sharelimits notverified. 2026partialSeptemberepisodeforcedatlastcompleteddateifneeded; allactualexits threshold. Moreaccuratesamplingdoesnotrescueholdout; positive2026retainedcounterexample notnewwinner.

Afterdailyresults executiondiagnostic frozen note970; identicalmonthly RV22 entry/sizingandATRdistances, available15minbarclose checks includingextended. Entry09:30baropen, firstavailablethresholdclose fillwithassumedfees5bp/slip5bp. Source https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=SPY&timeframe=15Min&feed=sip&adjustment=all . {"period":"train","cost":"base","return":0.6230632020922888,"drawdown":3.29784660349125,"n":24,"win":70.83333333333334,"W":1.977108622265553,"L":1.1083149421567535,"K":0.1362081733705362,"partial":17,"same_day":6,"exit_counts":{"breakeven":3,"target":14,"stop":7},"reconcile":0,"fillerr":0,"rows":31421}. Everyfill andcashledger vectorbt exact; dailyvs15minmonthlyopenmaxdifference0.0094333%,8identicalyearboundaryduplicaterowsremoved. Fullrows121592 acrosswindows; gaps/15minutephase/quoteavailability/whole-sharelimits notverified. 2026partialSeptemberepisodeforcedatlastcompleteddateifneeded; allactualexits threshold. Moreaccuratesamplingdoesnotrescueholdout; positive2026retainedcounterexample notnewwinner.

Premises1 combinepriorclose>SMA50 AND20sessionmomentum>0, keepfixedT5barrierreturns. https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=LOVE,SFIX,SPY&timeframe=1Day&feed=sip&adjustment=all .2 LOVEjointtrue trainingN5mean1.582%CI[-5.236,8.102]%, holdoutN0: zero rows mean UNAVAILABLE, not0% expectedreturn; JSONzero placeholdersnotobservedperformance. JointfalseholdoutN7samebaselineuncertainty.3 SFIXjointtrue trainN6mean.548%CI[-4.575,6.023]%,holdoutN4mean4.691%CI[-2.112,9.068]%; no independentfilteredge.4 BothcurrentjointfalsewhileSPYabove200; markettrendcannotoverrideissuertrend/date/netedge failures. Indicatorcorrelation/dayautocorr descriptiveLOVEcorrSPY.409/autocorr.0251,SFIX.386/- .0340; no causalallocation. Conclusion no optimizedfilter adopted; allfourfactorstwo-statecellsrecorded.

Premises1 SIPalladjusted1930bars each, finalSep4 complete; noSep7NYSEholidaybar expected. https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=LOVE,SFIX,SPY&timeframe=1Day&feed=sip&adjustment=all .2 LOVE16.69<SMA50 16.9538,momentum20-6.341%,ATR14.66518,average20dayrange.62807,vol39.17%,medianvolume159846,range15.18–18.02. SFIX3.05<SMA50 3.6872,momentum-27.381%,ATR.130714,range.15275,vol48.20%,medianvolume1370821,range3–4.115.3 Atstaleclose1ATRstop/1.5ATRtargetLOVE16.0248/17.6878 netRR1.272;SFIX2.9193/3.2461 netRR1.286 after20bpperside. Thesearescenariosnotorders/quotes. Wholeaffordability2LOVEor16SFIX beforecosts; actualquarterKellyunknown. Conclusion no currentpositivejointtrend/netRRgate; donotstretch targettoforce1.5. Costsassumednotbrokerfeeverification; price/volumeplausibilitydoesnotprovefill.

Premises1 frozenT5barrier eventreturns in recordedobservations; sources https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=LOVE,SFIX,SPY&timeframe=1Day&feed=sip&adjustment=all .2 OLS(intercept,priorSMA50flag,momentum20flag,SPY200flag,vol20) LOVEtrainN16R2.162,holdoutN7R2.681 butonly2residualdegreesfreedom; SFIXtrainN20R2.526,holdoutN10R2.080 andrank4becauseSPYtrendconstant. No regression forecast or causal claim.3 Equal-yearbootstrapLOVEholdoutCI[.072,6.579]%lookspositivebutestimatesdifferentweightedmeanfrom7eventCI[-1.048,6.139]% andresamplesonly3years; no substitutionforfailedgate.4 LeaveoneoutLOVEmeans1.883–4.113%holdout; SFIXtrainingallnegative-2.676to-1.669%; exclude2020trainingmeansLOVE3.525%,SFIX-1.839%. Wholemarketmisses: only2freshissuersselectedbeforepriceinspection; repeatedissuerquartersdependent,crossnamesnotindependentmacroshock. Priorunvalidated; wouldchangeonlywithpreregisteredprospectivecalendar,matchedcohort,netmeanuncertaintyabove0andactualexecutioncheck. Censoredlive3losses provide no averagewin; don'tpoolbiotechwithretail.

Premises1 34actualearningssentences identified in70SEC8Ks,30with2019–26bars; do notusecoverdate. Example https://www.sec.gov/Archives/edgar/data/1576942/000162828026042186/sfix-20260610.htm .2 Historical ADVANCE NOTICE times unverified: this is retrospective/oracle-date diagnostic, notdeployablecalendarbacktest.3 FrozenT5open toT1close beforeeventdate,fees10bp+slippage10bp eachside,priorATR14 stop1ATR,target1.5ATR,conservativebarriers,vectorbtlongonly/openclosemarks andindependentcompounding.4 Training2019–23 loses36.40%N20,p35%,W6.178%,L6.461%; holdout2024–26 gains45.56%N10,p70%,W7.732%,L4.689%. BaseholdoutmeanCI[.0076,7.4546]% becomes[-.2030,7.1197]% with25bpslippage. Timeonlytrain-48.00%,holdout+24.99%CIcrosses0.9/12holdoutvariantspositive; none rescuesfailedtraining/datedesign. ConclusionrejectSep16T5entry; no retuningholdout. https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=SFIX&timeframe=1Day&feed=sip&adjustment=all . IPOsurvivorselection,UKclosureandchangedregimeslimittransfer; dailyexitsnot15minvalidation.

Premises1 issuer historical notices paired to32actual releases;33rd upcoming https://investor.lovesac.com/news-events/press-releases . Bars1930daily2019Jan2–2026Sep4 https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=LOVE&timeframe=1Day&feed=sip&adjustment=all .2 Frozen note961 T5open toT1close, train2019–23,holdout2024–26. Fees10bp/slippage10bp each side; ATR14frompriorclose stop1ATR,target1.5ATR, samebarstopfirst,gapstopatopen,targetcapped; vectorbt cashonly longonly, independentcompoundingreconciled.3 Exclude2018withoutbars,2020Apr16afterJan13guidance,Nov3/Dec6 2023preliminaryQ2/Q3; notice>=entrydate excluded withouttiming.4 Finaltrain+62.16%,N16,meanCI[-.262,6.616]%; holdout+19.24%,N7,CI[-1.048,6.139]%. Stress25bpslippageholdout+16.76%,CI[-1.318,5.821]%. Timeonlyholdout23.33%,CI[-.061,6.385]%. All12variantsrecorded,10positiveholdouts; no winnerselection. Conclusion insufficientcertainty/actualwindowpassed; cannottransferT5toSep8two-sessionentry. CashDD marks open/close only, excludesunseenintradayexcursions; fillsnotvenue15minvalidated. Exclusionaudit lowersinitialtraining118.73%N17 to62.16%N16; notindependentlychosenuniversesample.

Numbered premises:1 Fresh accessible executableoptionquotes and verifieddeliverables/fees are required.2 OwnAmericanvalue must clearask/costs across defensible volatility/cash assumptions.3 Realisticexitp/W/L must be independently estimated; quarterKelly and8.5099fullpremiumrisk,42.55fundcap,212.7475positioncap allbind.4 Stockholdout andconditionalMC cannot be relabeledempiricaloptionedge. Validity:anygatefailure entailsno proposal,notuniversalmarketfairness. Soundness:newOPRA403 unsignedagreement;10chain9574contracts,784positivebidrisk-affordable,0baselinepasses evenzerofee,0robust6scenario passes. Forecast1040 train825/holdout160 lowersQLIKE butmonthly95%CIspans0;group-versus-globalincrement-.005735 CIspans0. Backtests1045-1054 recordall10ETF fixednextopen5/10/20sessioncostedtests andtrades;XLEisolatedpositiveN4notadopted,currentonlyTLTsignalsandloses3.035%holdoutN6. Fundamental1044/TLTissuer duration permitsrate-shockscenario but noverifiedshockprobability ordiscretecashschedule. Indicator1077 andprice1058recordmodelinputs. Simulation1083 originalandquoteconsistent720000paths showinitialmarkartifact;TLTbasecapped-.0162,ETHAbasecapped-.7733;onlyfavorablecalibratedTLTcapped+.2588failsfee/forecaststress. Consequences1084attackpremisesandretainstrongestcheapconvexitycountercase. All539batchedobservationswrittenconfirmed0failures plus24simulationobservations and3initialsource/ledger/issuer observations; rawdownloads/scriptsinresearch,forecastwindows/tradeaudits/valuedquotesgreeks/chainflagsinpublicobservations. Lessons356-358accepted. Ownhistory0,actualoptionholdout0,approvedsize0. Existingmonitors30/71Sep8 13:50manualfeedcheck remain;job74actual04:45,next06:45,nominal14:45postopensubjectdrift;job22due06:00notyetreportedat06:01query. Neithercollectorplacesorders; no signalrequiringnewjob oractionbefore08UTCnextrun. CHWY56/51 andPATH73separateunchanged. Noorders/exits/adjustments/FUNDcase. Researchfinished~12min,record/reportphase completed~14min,within39minplan/45hardcap; noallowanceoverrun. Stopbecausefutureexecutabledata/independentoptionoutcomes changeanswer,notanotherstalechain. Sources https://runway.adityaperswal.workers.dev/data/option-chain/XLF?feed=opra&limit=1 ; https://runway.adityaperswal.workers.dev/data/stock-bars?feed=sip&adjustment=all ; https://docs.alpaca.markets/us/docs/historical-option-data ; https://www.ishares.com/us/products/239454/ishares-20-year-treasury-bond-etf .

Start allcash,equity850.99,mispricingcap42.55,owntrades0. Goal repeatable netlong-optionbasehits; bindingconstraint executabledata and empiricalnetpayoff within8.5099 fullpremiumrisk. Premises1 DerivedFridayquotes cannotproveTuesdayfills.2 A model correction must beat simplebias correction and uncertainty, not only uncalibratedbenchmark.3 Relativechainviolation may identify overpricedexpensiveleg, not underpricedcheapleg.4 Robustnetoptionp/W/L precedespositiveKellysize. Validity: anynecessarygatefailure ->no proposal; doesNOTimplyalloptionsfairlypriced. Soundness: OPRA403,new10ETFscreen9574/784/0baselinepasses,holdoutforecastCIspans0,realoptionholdout0. Strongestcounterargument: groupcalibrationlowersmeanholdouterror;3favorablecalibratedvaluesclearask;quoteconsistentTLTcalibratedcappedmean+.258835 with$.20fee. This could indicatecheapconvexity ifvariancepersistsandIVstable. Rejectionrewrittenaroundunvalidatedassumptions,notproofnegativeallpossibleexpectations. Firstorder unanticipatedrates/crypto shock ->underlyingmoves beyondrecentvariance;secondorder dealerIV/spreads widen ->markedlongoptiongains mayoutlastorlagunderlying;thirdorder normalization/carry/IVcrush ->decayandlimitedsessionexitsconsume smallpremiums. Oppositebranch calm ->lowrealizedmovement ->spread/theta losscompounds overrepeatedattempts. Who benefits: dealerscollectspread,issuerscollectfees,operatorneedsprofit; incentivesdonotsupplyedge. Monthlyneed349.01/23days=$15.174348/day,41.012233%equitytotal is requiredrate,notforecast. XLEstockdiagnostic positiveprimarytrain90.973%/holdout10.696%N4 but20dayholdout-3.421%; selecteduniverse,sparseholdout,nocurrentsignal; no separateFUNDcase and stockresearch alreadyfitsquantmanager. Independentorigins venueprices/providerdefinitions/issuerexposure, notmultiplecitationsasindependentmarketproof. Missingactualfees,discretecash/deliverables,executablehistory andfutureoutcomescan'tbe repairedbyadditionalstalequotequeries. Existing13:50monitors30/71 preservefeedcheck; noactionbefore08research. Sources https://runway.adityaperswal.workers.dev/data/option-chain/XLF?feed=opra&limit=1 ; https://docs.alpaca.markets/us/docs/historical-option-data ; https://www.ishares.com/us/products/239454/ishares-20-year-treasury-bond-etf .

Premises:1 Initialize repricing consistently with bidask and clock.2 Expected base hits must not depend on outsized target overshoots.3 Conditional Gaussian simulations cannot supply empiricaloptionp/W/L. Seed2026090808,N30000 per2contracts x3physicalsigmas x2IVstates=360000paths per experiment; original and quoteconsistent diagnostic total720000. Four sessionsSep8 13:50 throughSep11 20UTC,25 firstday and26 later15minchecks=103, 3 untradeable overnightgaps. Physical price drift0 (logdrift-.5variance), dailyvariance sigma²/252 split by TRAIN-only overnight/intraday squaredmoments, independentnormals,firstgap omitted; firstpartialday receives full intradayvariance, slightly optimistic, tails/crosscovariance/volclustering omitted. BSmid minus halffrozenFriday spread; r.04,qTLT.0474 trailingyieldproxy/ETHA0, earlyexercise/discretecash absent. NonsynchronousFriday entry is counterfactualTuesday. Quoteconsistent pricingIV solves BSmid=(bid+ask)/2 atTuesdayclock:TLT9.309567% vsfeed9.96%;ETHA58.261514% vsfeed58.62%. StopTLT.02/ETHA.03 bothbelowactualbid.05/.07; targets floorFridaymodelbid at S-2ATR to cents .31/.21 (originalfeedIVtarget .33/.21), not optimized. Fullpremium+assumedroundtripfees6.20/8.20<=8.5099. Terminal liquidation atbid; stop/targetfills atfirstcheckmodelbid, targetovershootcap stress. TLTquoteconsistentbase p.190333,W23.173718,L4.648795,mean+.646757,capped-.016197;calibratedmean+1.067221,capped+.258835;lowphysicalmean-1.089843,capped-1.361400. ETHAbasep.304633,W10.765094,L5.159938,mean-.308642,capped-.773303;calibrated+.162641,capped-.478444;low-1.432313,capped-1.615284. All80%quoteconsistentIVstates startbelowstop: initialinvalidstates, not certainfutureloss. Original TLTbase+1.876271 partly artificial initialmodelbid.064030>entryask.06 vsobservedbid.05; do not use. OriginalETHAcalibrated+.355611 also failscapped-.309546. QuarterKelly .25*(p-(1-p)/(W/L)) clipped0 yields positive diagnostic fractions onlyselectfavorableassumptions; no empiricaloptionedge, approvedsize0. Exactall24p/W/L,stops,targets,probabilities,inputs recordedobservations. Fee0 shiftsmeans+.20;fee1.30 shifts-1.10; quoteconsistentTLTcalibrated capped becomes-.841165 under1.30fee. No robustcost/forecast/IVsurvival. Sources https://runway.adityaperswal.workers.dev/data/option-chain/TLT?feed=indicative ; /data/option-chain/ETHA?feed=indicative ; /data/stock-bars?feed=sip&adjustment=all ; https://www.ishares.com/us/products/239454/ishares-20-year-treasury-bond-etf ; research/sim.py and sim_quote.py.