Stats

Fixed L126/H20 monthly top1positive sector momentum, nineETFs; train2017-20/holdout2021-25/recent2026throughSep4. Parenttimeexitonly20sessions; nonoverlap, nextopenlaggedsignal. 5bpfees+20bpslippageperfill. Signed eventledger independentlyreconciles vectorbt maxUSDerror1.8189894035458565e-12. Fees on everypartial included. {"time":41}. Data2016floor2684bars/symbol, alladjustedtotalreturnproxy; cashdividends/exactfees/15minutequotes/whole-share/PDT unvalidated. OOS is chronological notpristine duepreviousmarketwindowreuse. Parentcannotauthorizeorderwithoutrequiredexits. Thisrule notactiveSep8monthlyentry. Source https://runway.adityaperswal.workers.dev/data/stock-bars ; frozen notes1011/1014, strategy1121.

Fixed L126/H20 monthly top1positive sector momentum, nineETFs; train2017-20/holdout2021-25/recent2026throughSep4. Parenttimeexitonly20sessions; nonoverlap, nextopenlaggedsignal. 5bpfees+5bpslippageperfill. Signed eventledger independentlyreconciles vectorbt maxUSDerror1.8189894035458565e-12. Fees on everypartial included. {"time":7,"boundary":1}. Data2016floor2684bars/symbol, alladjustedtotalreturnproxy; cashdividends/exactfees/15minutequotes/whole-share/PDT unvalidated. OOS is chronological notpristine duepreviousmarketwindowreuse. Parentcannotauthorizeorderwithoutrequiredexits. Thisrule notactiveSep8monthlyentry. Source https://runway.adityaperswal.workers.dev/data/stock-bars ; frozen notes1011/1014, strategy1121.

Fixed L126/H20 monthly top1positive sector momentum, nineETFs; train2017-20/holdout2021-25/recent2026throughSep4. Parenttimeexitonly20sessions; nonoverlap, nextopenlaggedsignal. 5bpfees+5bpslippageperfill. Signed eventledger independentlyreconciles vectorbt maxUSDerror1.8189894035458565e-12. Fees on everypartial included. {"time":52}. Data2016floor2684bars/symbol, alladjustedtotalreturnproxy; cashdividends/exactfees/15minutequotes/whole-share/PDT unvalidated. OOS is chronological notpristine duepreviousmarketwindowreuse. Parentcannotauthorizeorderwithoutrequiredexits. Thisrule notactiveSep8monthlyentry. Source https://runway.adityaperswal.workers.dev/data/stock-bars ; frozen notes1011/1014, strategy1121.

Fixed L126/H20 monthly top1positive sector momentum, nineETFs; train2017-20/holdout2021-25/recent2026throughSep4. Parenttimeexitonly20sessions; nonoverlap, nextopenlaggedsignal. 5bpfees+5bpslippageperfill. Signed eventledger independentlyreconciles vectorbt maxUSDerror3.637978807091713e-12. Fees on everypartial included. {"time":41}. Data2016floor2684bars/symbol, alladjustedtotalreturnproxy; cashdividends/exactfees/15minutequotes/whole-share/PDT unvalidated. OOS is chronological notpristine duepreviousmarketwindowreuse. Parentcannotauthorizeorderwithoutrequiredexits. Thisrule notactiveSep8monthlyentry. Source https://runway.adityaperswal.workers.dev/data/stock-bars ; frozen notes1011/1014, strategy1121.

Fixed L126/H20 monthly top1positive sector momentum, nineETFs; train2017-20/holdout2021-25/recent2026throughSep4. Parenttimeexitonly20sessions; nonoverlap, nextopenlaggedsignal. Zero fees/slippage diagnostic. Signed eventledger independentlyreconciles vectorbt maxUSDerror0. Fees on everypartial included. {"time":7,"boundary":1}. Data2016floor2684bars/symbol, alladjustedtotalreturnproxy; cashdividends/exactfees/15minutequotes/whole-share/PDT unvalidated. OOS is chronological notpristine duepreviousmarketwindowreuse. Parentcannotauthorizeorderwithoutrequiredexits. Thisrule notactiveSep8monthlyentry. Source https://runway.adityaperswal.workers.dev/data/stock-bars ; frozen notes1011/1014, strategy1121.

Fixed L126/H20 monthly top1positive sector momentum, nineETFs; train2017-20/holdout2021-25/recent2026throughSep4. Parenttimeexitonly20sessions; nonoverlap, nextopenlaggedsignal. Zero fees/slippage diagnostic. Signed eventledger independentlyreconciles vectorbt maxUSDerror1.8189894035458565e-12. Fees on everypartial included. {"time":52}. Data2016floor2684bars/symbol, alladjustedtotalreturnproxy; cashdividends/exactfees/15minutequotes/whole-share/PDT unvalidated. OOS is chronological notpristine duepreviousmarketwindowreuse. Parentcannotauthorizeorderwithoutrequiredexits. Thisrule notactiveSep8monthlyentry. Source https://runway.adityaperswal.workers.dev/data/stock-bars ; frozen notes1011/1014, strategy1121.

Fixed L126/H20 monthly top1positive sector momentum, nineETFs; train2017-20/holdout2021-25/recent2026throughSep4. Parenttimeexitonly20sessions; nonoverlap, nextopenlaggedsignal. Zero fees/slippage diagnostic. Signed eventledger independentlyreconciles vectorbt maxUSDerror1.8189894035458565e-12. Fees on everypartial included. {"time":41}. Data2016floor2684bars/symbol, alladjustedtotalreturnproxy; cashdividends/exactfees/15minutequotes/whole-share/PDT unvalidated. OOS is chronological notpristine duepreviousmarketwindowreuse. Parentcannotauthorizeorderwithoutrequiredexits. Thisrule notactiveSep8monthlyentry. Source https://runway.adityaperswal.workers.dev/data/stock-bars ; frozen notes1011/1014, strategy1121.

Numberedpremises:1 Buy-sidevalue mustclearfreshask,spread/fees,exercise/dividend/deliverablechecks andforecaststress.2 Independentactualoptionentry/exit holdout mustprovidep,W,L beforepositivequarterKelly.3 Fullpremiumpluscosts<=8.5099,everyposition<=212.7475,fund<=42.55.4 No optionorderswhenclosed,andCIOexecutesproposals. All gates notmet: OPRA403,Fridayquotes,2legAmericanstress0robustpasses,optionholdout0. QuarterKelly .25*max(0,p-(1-p)/(W/L)) cannot beevaluatedempirically here; allocate0. No holdings means no R/targetprogress/exits toreview; querytrades ownempty. Before12:30UTC next run noorder/stop/target required. No own due monitors; foreignfund6/75notresolved. At12:30 verifynewprimaryeventupdates andjobcadence; preserveexisting30/71Sep8 13:50 manualcheck becausejob22nominal14:15 and74nominal14:45subjectdrift. IfOPRAaccessible: recordsynchronousprices/sizes/timestamps,checkIVfieldconsistency/deliverables/discretecash/fees,pricecheaplegandrunindependentnetoptionholdout beforeproposal. Ifblocked/orgapfails: recordfailure,staycash; CIOretirementdecisionremainsforpostopencheck,notpreemptivelyimplemented. CHWYmonitor56Sep8 19:40preclose,51Sep9 13:50postevent stayarmed; saveactualSep8closingbaselineandnevercall15:40theclose; firstreleaseearly/datechange => rejectcontaminatedeventwindow; normalrelease => comparefrozen16eventRMS10.3956%. PATH73frozenvarianceoutcomeunchanged. Allmonitorsresearchonly. Source/calendar1120recordsSep8/9 earnings/clinical/macro; no confirmedSep8/9FDAdeadline inboundedsearch,notcompleteabsenceclaim. No newjob needed before nextpreopenrun; existingcollectorsretain coverage. Stopstalepricingthread early because requirednew informationisfuturequotes andvalidatedpayoffs; noallowanceoverrun; finishreserveintact. Sources https://runway.adityaperswal.workers.dev/data/option-snapshots?feed=indicative ; https://runway.adityaperswal.workers.dev/data/stock-bars?feed=sip&adjustment=all ; https://investor.chewy.com/news-and-events/news/news-details/2026/Chewy-Announces-Fiscal-Second-Quarter-Financial-Results-Conference-Call/default.aspx ; livefundjobquery.

Startallcash850.99,equitysame,mispricing42.55; goalrepeatablelongoptionbasehits. Bindingconstraints executable quotes plus empirical netedge and whole-contract fullpremium<=8.5099. Premises1 currentOPRA403 prevents verifying executablemispricing. Counterexample: executabledata could become availabletoday; henceonlyconditionalrejection.2 Testedlegs fail downsideforecast/coststress;counterexamplelargerfuturevariance couldjustifyoptimisticvalues but isunvalidated.3 Bars lackhistoricalbidasks and sparse2legsamplecannot identifyfills; counterexamplehistoricaltradeinformationmaystillhelp research, so do notsayhistoryunavailable.4 QuarterKelly requiresp,W,L notstory or selectedsimulation. Validity: anyfailednecessarygate =>sizezero; no inferencealloptionsfairlypriced. Soundness: new1118/1119audit/model and1120calendar directly supportthese gates. Firstorder unexpectedmacro/earnings/clinicalnews moves underlying; secondorder dealers repriceIV/spreads andrelativechains; thirdorder IVnormalization/theta plusregular-session-only exits canerase smallmarkprofits. Oppositebranch quietresults => insufficientmovement => repeatedspread/fee losses. GMEpreannouncement mayreduceincrementaluncertainty, butnewguidance/investmentchanges arestrongcountercase. Who benefits: intermediariesreceive spreads/fees,issuercommunicationsattractattention; operatorneed349.01over23days (15.1743/day,41.0122%equitytotal) is not forecastorprobability. Nofear-basedincrease in sizingorwishfultargets. Priorquote-consistent simulation1083 baselinecappedTLT-.016197/ETHA-.773303; calibratedTLT+.258835fails1.30feescenario. Thoseare conditionalGaussianmeans, not empirical edge. No newMC orbacktestwouldfix currenthistoricalquoteprovenance; retainpriorrejectedstudieswithoutrelabellingorrewritingholdout. Source URLs https://runway.adityaperswal.workers.dev/data/option-chain/TLT?feed=opra&limit=1 ; https://docs.alpaca.markets/us/docs/historical-option-data ; https://investor.gamestop.com/news-releases/news-details/2026/GameStop-Announces-Second-Quarter-2026-Preliminary-Results/default.aspx .

1. Aug3 issuer Q2results establish growth in China rates and volumes, but were substantially preannouncedJuly15; nofreshSep8earnings surprise established. https://investor.matson.com/news-releases/news-release-details/matson-inc-announces-second-quarter-2026-results-and-raises-full . 2. Aug4June30 filing reportsH1CFO231.6m,vesselconstruction199.8m,othercapex55.7m; CFOminusboth=-23.9m vsprior194.6-104.1-71.4=19.1m. https://www.sec.gov/Archives/edgar/data/3453/000110465926090003/matx-20260630x10q.htm . Excludinggrowthships yields175.9m, but that is not unrestrictedFCF. CCFwithdrawals197.7m are priorcapitalrelease, notcurrentoperatingprofit. Cash119.3m. QuarterChina37200containers vs32300; report usesFEUandvoyagedeparturevolume while earningsrecognizevoyageprogress, notTEUspotquotes. 3. Annual10KFeb27for2025: top10oceancustomers~19%; terminals,rail,trucking,agents,oceanvendors critical, no disclosedvendorpercentage extracted. Three3400TEUships fromPhilly expectedQ1/Q3 2027,Q2 2028; SouthKoreansubcontractor/delivery risks can delayCLXupsizing. https://www.sec.gov/Archives/edgar/data/3453/000110465926020944/matx-20251231x10k.htm . Full364504chartextobtained after60kCLI truncation; riskboundaryItem1B verified. 4. Strongcountercase: newships areproductivegrowthinvestment and nearfullChina yield can fundthem; negativepostcapexcash alone is not insolvencyorovervaluation. Oppositecase peakpremiumfades, fuelrecoveryslips and newcapacityrequiresmorecash. No normalizedTTM valuation or forwardcashyield established; do notpriceequity from annualizedseasonalEPS. Binding capacity/cash conditions remain, latestprice225.59 exceeds212.7475whole-sharecap; nofundamental probability manufactured.

1. Premise: capacity disruption can raise willingness to pay for reliable expedited sailings. MaerskSep4 operational notice https://www.maersk.com/news/articles/2026/09/04/east-asia-typhoon-season-impacting-logistics supports disruption but noMATX paid incrementalrate. Counterexample: MATX shares originport/feeder constraints and loses voyages. 2. First order: reliable carriers may capture yield; importers absorb freight and inventory carryingcosts. MATX Aug3 already nearfull China capacity implies incremental yield/retention, not unlimited extra boxes https://investor.matson.com/news-releases/news-release-details/matson-inc-announces-second-quarter-2026-results-and-raises-full . 3. Second order: brokers pass higher freight through revenue with thinner margins; Q2Logistics revenue+30.4% versusOI+3.5%,margin7.4%versus9.3%; H1SSAT9.8mversus13.9m shows terminal lift losses. 4. Third order: buyers reroute/substitute air or reorder earlier, rival capacity arrives and peak season fades; premium earnings can normalize. MATXannual https://www.sec.gov/Archives/edgar/data/3453/000110465926020944/matx-20251231x10k.htm identifies ownvendor/shipyard/port dependence. Facts end at reported operations; future margins and repricing are conditional inference. Validity: congestion alone does not imply shareholder gain; soundness limited by absentSeptember realizednetbacks. Binding constraint is reliable delivered capacity at positive marginal contribution. Reconsider only documented paidyield netofcosts plus independentlyqualifiedstockedge, not more copiedcongestionreports.

Premises:1.Moskowitz/Grinblatt1999 primary paper reads 20value-weightedindustries/equalweighttop3minusbottom3 and monthly overlapping holdings1963-95;TableIII6/1long1.76%monthly,spread.49%t2.35,butDGTW.12%t.63;6/6buy-middle.36% vs middle-loser.07% supports investigatinglongside.2.Ourvenuecash/245.69fund/212.7475positioncap andrequiredswingexits impose new assumptions:9establishedSPDRs,top1positive126-sessionreturn,firstmonthsessionopen,20sessionmax,1ATR14stop/1.5ATRtarget/half+1RthenBE. This is explicit adaptation, not replication of publishedprofit.3.Train2017-20,holdout2021-25,recent2026;data2016floor.108frozenparameter/cost/periodcells pernote1011.4.Drafttargetbranch fixed pernote1014 beforeacceptedmetrics to enforcepartial. Signedcash/vectorbtvaluationmustmatch. Conclusionpublication motivates testbutdoesnotprovideedge. Counterexampleoriginalshortleg/longhorizonmightcarryprofitslostwithourswings; recordparentandmanaged separately. Actualquote/15minute/whole-share/PDT/cashdividend/exactfee validation remainsbeforeanyproposal. September8isnotmonthlyfirstsession: no catch-uporder evenifhistoricalpositive. Sources https://spinup-000d1a-wp-offload-media.s3.amazonaws.com/faculty/wp-content/uploads/sites/3/2019/09/DoIndustriesExplainMomentum.pdf ; https://www.aqr.com/Insights/Research/Journal-Article/Do-Industries-Explain-Momentum ; https://www.ssga.com/us/en/intermediary/capabilities/equities/sector-investing/select-sector-etfs ; https://runway.adityaperswal.workers.dev/data/stock-bars .

Premises:1 Event time and novelty determine which variance an option can capture.2 Calltime is not firstrelease; clinicalresults are not FDA decisions.3 Fundamental surprise needs independently validated cheapoptionexpressions. Primarycalendar observations recorded separately with URLs and publicationdates. Sep8: INBX08ETclinicalcall; QFR10ET; NYFedSCE11ET; Fedcredit15ET; BRZE/CASYafterclose; GMEdateonlycompleteQ2. Sep9: CHWY/ASObeforeopen,CHWY08ET/ASO10ETcalls; TYRA/IRD08ETclinicalcalls; CASY08:30ETcall afterprior-eveningresults; ECEC+Services10ET. PPI/CPI Sep10/11 outsidewindow. BoundedFDAsearch verified no Sep8/9deadline; not comprehensive guarantee and spontaneous decisions remain possible. GME Aug31 already supplies sales780–800m andoperatingincome150–170m; netincome290–310m includesapproximately238meBaygain minus75mdigitalassetloss. Netmark163m roughly54.3% of300mnetincome midpoint is descriptive before tax/other reconciliation, NOT clean adjustedearnings. Firstread completeoperatingbridge/cash/investmentexposure; a repeatofranges supplieslessnovelty than anordinaryearningsdate. Strongcountercase unforeseen guidance/capitalallocation changes can stillcreatebiggaps,so preannouncementdoesnotprove lowIVfair. CHWY frozen16event2022–25RMS10.3956% retained frommemory, notrefit; Sep8closebaseline needed,15:40reviewisnotclose. Issuers closest to own timetable but publicity is not independent verificationof economicedge. Sources include https://investor.gamestop.com/news-releases/news-details/2026/GameStop-Announces-Second-Quarter-2026-Preliminary-Results/default.aspx ; https://investor.chewy.com/news-and-events/news/news-details/2026/Chewy-Announces-Fiscal-Second-Quarter-Financial-Results-Conference-Call/default.aspx ; https://www.census.gov/economic-indicators/calendar-listview.html ; https://www.bls.gov/schedule/2026/ ; all8issuer URLs inobservations. No newbinarypositionorautomaticentry.

Premises:1 Model value must clear ask+cost and defensible sensitivities.2 Friday underlying/option marks are not Tuesday prices.3 Valuation surplus alone does not establish achievable exit expectancy. Own model research/value.py uses CRR300 American max(intrinsic,discounted continuation),u=exp(sigma sqrt(dt)),d=1/u,p=(exp((r-q)dt)-d)/(u-d),r.04 assumed,q0/.05 cashyield sensitivity NOT verified discrete dividend. Underlying88 SIP adjusted dailybars May1–Sep4; sigma sqrt(.5*252mean(last20 logreturns²)+.5*252mean(last60²)); simple diagnostic, not replacement of previously frozen forecast. TLT RV20.10073024,RV60.09671873,ATR14.648757,S82.21,K81,Sep14expiry20UTC,T.01713058years fromSep8 13:50. ETHA RV20.58701288,RV60.52025158,ATR.7706,S18.52,K15.5,Sep25expiry,T.04724694. Twelve scenarios .8/1/1.2sigma xq0/5%; full outputs and all bars observed. TLTvalue .024900–.116931 against staleask.06; baseq0 net100*(fair-ask)-.20=-.267235,baseq5%+.540148. ETHAvalue.019566–.129633 vsask.08,baseq0net-2.119652/baseq5%-1.860238. Positive optimistic cases do not survive lower forecast; bothzero robustpasses. Fees.20assumed; fee0 still baseq0belowask;1.30stress subtracts1.10. TLT/ETHApremium6/8; with.20cost6.20/8.20<=8.5099 fullrisk and42.55fundcap. Indicativebid.05/.07; no order or stop/target activated. Deliverables/discretecash/executablequotehistory remain unverified. Sizingzero independent of positive diagnostic values. Sources https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=TLT,ETHA&timeframe=1Day&feed=sip&adjustment=all ; https://runway.adityaperswal.workers.dev/data/option-snapshots?symbols=TLT260914P00081000,ETHA260925P00015500&feed=indicative .

Premises:1 HTTP success means data returned, not valid execution backtest.2 Sparse trade bars cannot identify historical bid/ask and stop execution every15min.3 Default history provenance must be verified independently of current quote entitlement. Audit script research/audit.py, Sep1–4 four regular sessions104 bins per contract; TLT25bars/23regular114trades3764volume, ETHA6bars/6regular8trades119volume. Counts and full bar records saved observations. Missing bins retained as missing, not zero return or forward-filled tradable marks. Both explicit feed parameters400 unexpected query parameter; default200. Current OPRAchain403 unsignedagreement does not establish historical API is inaccessible. Correct shorthand: actual option backtest sample0, not zero historical records. Provider docs distinguish derived indicativequotes/trades from OPRA; default bar provenance unresolved. IV changed on unchanged Sep4quotes across2requests; uncertainty in field synchronization. These2 retrospectively selected cheap legs and4days are selection-biased, cannot estimate general p/W/L; no new strategy backtest claimed. Existing simulation1083 and backtests1045–1054 remain rejected evidence, not rerun. Sources https://runway.adityaperswal.workers.dev/data/option-bars?symbols=TLT260914P00081000,ETHA260925P00015500&timeframe=15Min&start=2026-09-01T00:00:00Z&end=2026-09-05T00:00:00Z&limit=1000 ; https://docs.alpaca.markets/us/docs/historical-option-data .

Startstate: equity850.99USD,cryptobook/deployable235.86USD,cashonly;final06:24ledgeronlyclosedtrade10,noopen/pending/closingholdings. Goalrepeatablenetprofit; bindingconstraintindependentlyvalidatedexecutableedge. Positioncap212.7475USD,plannedaccount1%risk8.5099USD,fundcap235.86USD. NoexistingpositionneedsR/targetprogress/horizonmanagement. 1. Dailyanalysis1099haszeroqualifiedtrainingvariants;fixedholdoutN3doesnotcalibrateedge. CLI1043cost-freeheadlinesarenotexecutionevidence. 2. Hourly1112training-selectedUNIholdout-42.91764%,N61,win50.81967%,avgwin5.26321%,avgloss6.76089%,expectancy-.650281%/trade;quarterKellyclipped0. Doubleslip-54.96443%. SOLtrainingwinnerholdoutinvalidmissingMar12exitbar. All30computablebaseholdoutvariantslose;12invalid. Frozenfamilyrejected; noexpostreplacement. 3. Statistical1114sixfixedrulehourly95%expectancyintervalscrosszero;weakpositiveUNIarithmeticmeanfailscompoundreturn/training/uncertainty. Indicators1115allsevencompleted daily/hourlybreakoutgatesfalse; currentBTC/ETH/SOLfee-spreadhurdles.52347/.51953/.56813%beforeextraimpact. 4. Simulation1103unconditional10000joint72hpathswith15minchecksfinding95loss8.64/10.77/14.61USDatpositioncapdoesnotestablishentrywinprobability. Its risk-onlynotionalsarenotapprovedsizes. Currentquote-depthlimitationsandzero-volumebarscanunderstateexecutionrisk. 5. Fundamental1037operatorstillpreparingrestartandindexersstale/conflicting; nofreshverifiedauthorizedpayout. Custodyreturncreatesnomeasuredmandatoryspotbuying. ConclusionNO PROPOSE,EXIT,ADJUSTorFUND; approvednewsize0,retain235.86cash. Validityrequiredgatesfailsozeroallocationfollows; soundnesslimitednamedrule-localholdout,currentuniversesurvivorship,missinghoursandbarfillassumptions. StrongestcounterargumentSOLtraining+49.36%orreliefheadlinecouldprecedefuturerally; neitherresolvesindependentnetedge. Who benefitsfromprematuretrades:venueearnsfees; thenfundcashshrinks,riskcapacityfalls,runwayshortens.349.01monthlyshortfallcannotchangesizing. Evidencechangingdecision: independentcompleted daily/hourlyandactual15minexecutioncohortwithpositivenetexpectancyunderstressedcosts,positiveuncertaintylowerboundandfractionalKelly;freshoperationalproofchangesonlyLiquidstatus. Stopcurrentresearch: additionalfiltertuningcannotrepairthesevalidationfailures. Gapsnamed:54unrecoverablehourlybars, SOLholdoutexit,pristineprospectivecohort,fullLiquidliabilities/currentkeys/payouts,historicalexecutablequotes. Monitor72resolved;75armed08UTC. Renewed81/82/83firstexecutionstillunverified06:24;14/25preserved. Lessons370–372recorded. Allanalysisreadbackverified. Completedabout25minuteswithin44minuteplan/45minutehardcap; finalrecordsuse reservedfinishallowance. Sources https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://runway.adityaperswal.workers.dev/data/crypto-snapshots ; https://docs.alpaca.markets/us/docs/crypto-fees ; https://x.com/Blockstream/status/2097127976672342487 .

Completed approximately06:24UTC,23minutes after06:00:38 start; within42minuteplan/45hard limit, final journal/verification phase from06:18. Read quant notes, observations, analyses and lessons first; applied actual-exit and no-pressure sizing lessons. Read original volatility-management research and replication counterevidence. Frozen protocol965/1038;162daily results across3ETFs,3weight rules,2exit rules,3costs,3periods, plus6SPY15minute checks; all separately observed,24backtestrecords. Daily SPY RV22 managed holdout2021–25 return-7.235102%,N60. Finer barclose-check execution improves to-2.958619%,DD4.962779%,win56.666667%,unitaveragewin1.216512%,loss1.561158%;stress-10.219206%. Weighted cash-sleeve averagewin.392950%,loss.625617%,quarterKelly0. All18costed daily managed holdout cells negative. Positiveparent+32.692093% and recentfiner+1.827057%N9 preserved; neither validates required strategy. Stronger execution evidence therefore retains rejection, with exact quote/phase and fractional extended-hours limitations explicit. Own3closedtrades are operatorliquidations, no valid volatility-rule calibration; book empty245.69cash. Statistical1101,indicators1102,technical1107,consequences1111 and corrected simulation1113 record premises, counterarguments and measurements. IMPORTANT1113 supersedes15minMC in1108:NewYork session grouping replacesUTC;20k20sessionpaths base mean-.09652USD,loss43.765%,actualallocation0. Archive14990 verifiedexactreadback:279baseparts plusmandatory9partcalendarpatch;8052daily+20586active/session15bars, full-versus-sparse outcomes and daily arrays exact. Draft partial-sale sign error and calendar error fixed before final report; lessons365–369. Existing collector950 confirmedthreecompleteissuerrows, jobs8/15/68continue; noquantmonitor duebefore08UTCnextrun, noadditionalactionneeded. Sources https://amoreira2.github.io/alan-moreira.github.io/VolPortfolios_published.pdf ; https://www.lehigh.edu/~xuy219/research/COWY.pdf ; https://runway.adityaperswal.workers.dev/data/stock-bars . No proposals.

Premise1: Sep7completed dailycloses allsevenaboveSMA100 butnoneaboveprior20dailyhigh. Dailyprior5/20volratioBTC.9089,ETH.5974,SOL.5820,XRP.7231,UNI1.1808,LTC1.0331,LINK1.0406: threepass.75compression,nonepassbreakout. LTCclosing-highcensusalertisnotahigh-basedbreakout(close55.20535<55.4165priorhigh). Premise2: completedSep8 05hour dailyADR3.01384/3.75106/5.78685/5.32075/10.50474/4.75412/5.82888%;hourlytrendfalseBTC/XRP,trueothers;compression.75onlyLTC.4493/LINK.5237; allseven24highbreakoutfalse. Premise3: dailybasecostholdoutmeanreturns(no-trend:none,-18.0637%,N69;.75,-4.9526%,N12;1,-8.2672%,N28) andtrend-on(none,-7.9259%,N41;.75,+.0110%,N3;1,-.7449%,N10) showactivityreductionbutpositivefilteredheadlinehasnegligiblesample. All30validhourlyvariantslose,12invalid; changingvalidsymbolsetsconfoundhourlycross-filtermeans, donotcallfilterimprovementcausal. At06:20quotesallsevenfreshvalid;BTC/ETH/SOLfee+spreadroundtrip.52347/.51953/.56813%;XRP.88025,UNI.68264,LTC1.07830,LINK.71961%. BTCaskdisplay77.90USD/SOL96.76USDbelow212.75cap; ETHbid81.88USDalsobelowcap. Thesequotehurdlesarenotsynchronoushistoricalexecutioncosts andadditionalimpactunmeasured. No reason tosubstituteclosinghighalert,headline,orSMAtrendforactualcombinedsignal. Conclusionretainzero; currentdaily/hourlyentrysignalsabsentandindependentnetvalidationfails. Validityfilterscombiningdoesnotautomaticallymultiplyedge; soundnesslimitedquotationqualityandtestedhistoricalregimes. Counterexamplefuturehigher-volumeimpulsecouldclearlevels; requireprospectivefrozenoutcomeandcostededgefirst. Sources https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://runway.adityaperswal.workers.dev/data/crypto-snapshots ; https://docs.alpaca.markets/us/docs/crypto-fees . Allcurrentmetricsandablationsrecordedinobservations.

Premise1: fixedtrend-on/compression.75costedhourlyholdout hasBTC29,ETH36,XRP20,UNI27,LTC28,LINK31closedtrades;SOLinvalidmissingexit. Premise2:10000circular3-consecutive-tradeblockbootstrapmeans,seed2026090819(afterdailyresampling),95%intervalsBTC[-1.79545,+.18982],ETH[-1.59207,+.26329],XRP[-1.97177,+.71816],UNI[-2.48233,+3.37523],LTC[-2.30090,+.10418],LINK[-2.53588,+.37503]percent/trade. Everyintervalspanszero; noneprovidespositivelowerbound. Bootstrapfractionpositive.0618/.0866/.2001/.5545/.0367/.0715isconditionalresamplingfrequency,notposterioralphaodds. Dependencebeyond3trades/regimesandmissingdatascenariosremainunmodeled. Premise3: dailyfixedruleonly3trades(3entrydates),pooledwins2/3=66.6667%,Wilson95%20.766–93.851%,mean+.025765%,illustrativeIIDbootstrapmean95%[-4.084055,+3.132727]. Independenceandcoverageunproven, so eventcountcannotjustifyKelly. Actualequalinitial7assetportfolio return+.011042%,DD.579989%; analysis1099explicitlylabeledLINKstandaloneDD4.084055%, notportfolioDD. Conclusionpositivearithmeticmeanorhighsmall-samplewinratecannotjustifyallocation. UNIhourly+.262007%meanstillcompoundreturn-.895130%andfailedtraining; selectionwinnerUNIwithoutfilters loses42.91764%inholdout. QuarterKellyplug-infromweakpositivepointestimateisnotapprovedsize; approved0. Validityfailuretorejectzeroisnotproofofzeroedge; requiredpositiveevidenceabsent. Soundnessconditionalontestedfamily,costassumptions,currentuniversesurvivorship,bar-levelambiguousfillsandrule-localhistoricalholdout. Strongestcounterexamplelargerindependentprospectivecohortcouldestablishpositiveedge; gatheritwithoutretuningrejectedhistory. Sources https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees . statistics.py/results/stats.json; observations14971–14977.

Supersedes15minMonteCarlo/bootstrapportionofanalysis1108;weightedpayoffsandallbacktesttradefiguresunchanged. SparsearchivecomparisonfoundUTCresamplingcreatedsomeSaturdaycashdatesfromFridayevening. Correctstudy15.py groupsendofdayequitybyNewYorksessiondate:505trainingdays,1255holdout,170recent. Full121592barpaneland20586barsparsearchiveEXACTall6resultmetrics,dailydate/returnarraysandtradeledgers(exceptinputrowcount). Numpyseed15090806;20k circular20sessionholdoutblocks,25%hypotheticaldailymaintainedequitysleeve,850.99initial,overheadexcluded. BasePnLmean-.096519592USD,p5/50/95[-2.045575015,.187208073,1.514091561],loss43.765%;stressmean-.361913952,p5/50/95[-2.628822037,0,1.082598490],loss49.25%. Bothsampledzero>=349.01gainor>=8.5099intraperiodloss,notproofzerofutureprobability. 3monthblock20kbootstrapbase95%monthlymeanCI[-.173431825,.063907263]%,stress[-.306064286,-.058199962]%. Weightedholdoutp.566667,W.392950233%,L.625616533%,quarterKelly0;actualallocation0. EarlierdailybarMCin1108unaffected. Reproductionbase279partsplusmandatory9partpatch14979–14987:patch16864charsSHA256cdeea7c519be02ce4926bf0094c002945ad893cbd63d541125a6323e8ded44c8;exactreadbackverified. Overwritebasefileswithpatchbeforeuse. Source https://runway.adityaperswal.workers.dev/data/stock-bars ; correctedstudy15.py/diag15.py. Theseareconditionalhistoricalpaths,notforwardoddsorexecutablefractionalafterhoursorders.

Premise1: frozen note968 sixfiltersx7assetsx2costsxtrain/holdout=168scenarios. Full569pagehistoricaldownload has54missinghours; all54remainabsentinnarrowhourand15minrequests. Nointerpolation; anymissingbarwithopenpositioninvalidatesthatscenario.50/168scenariosinvalid; othersremainlimitedbyflatgapexclusionandzero-volumequoting. Premise2: training-onlyhighestpositivecostedreturnwithN>=10selectsSOLtrend-on/compression.75 andUNItrend-off/nocompression. SOLtrain+49.3570%,DD23.7144%,N45,win62.2222%,avgwin4.73869%,avgloss4.91962%,plug-inquarterKelly5.7505%; holdoutbase/stressINVALID at2026Mar12 17UTCwithpositionopen. Thisisunknown, notzeroorloss. UNItrain+29.8552%,DD55.9626%,N83;holdout-42.91764%,DD72.21537%,N61,win50.81967%,avgwin5.26321%,avgloss6.76089%,expectancy-.650281%/trade,quarterKellyclipped0. DoubleslipUNIholdout-54.96443%,DD76.13023%,N62,win50%,expectancy-1.018464%. NoDailyvariantmeetstraininggate(analysis1099). Premise3: fixedtrend-on/compression.75holdoutBTC-22.15809%(N29),ETH-22.80652%(N36),XRP-12.52236%(N20),UNI-.89513%(N27),LTC-28.94430%(N28),LINK-31.37986%(N31);SOLinvalid. Allsixlosecompoundcapital; UNIsmallpositivearithmeticmean+.2620%doesnotrescuelossorfailedtraining. All30computablebasecostholdoutvariantslose;12of42invalid. Do notreplacefailedselectedmodelwithanexpostalternative. Method:24hourpriorhighbreakout,prior6/48logreturnvolratio,optional168hourSMA;nextopen,ADR14computedonlyfromcompletedUTCdays,1ADRstop/1.5ADRtarget,+1RhalfandBE,72horizon. Entrybarchecks,stopfirstdualbarriers,conservativepartialBEambiguity; gapstopsatopen. Exact25bpcreditedassetbuy/fiatsellfee andslip5bpmajors/30bpXRP-LTC/15bpUNI-LINK,doublestress. Vectorbtaccountingreconciles<1e-10USD. BoundaryexitsmarkcapitalbutexcludedfromN. Fullaudit/currentindicators/resultsobservations14879–14970; codeexperiment.py. Conclusionrejectdeployment: neithertraining-selectedmodelhasvalidatedpositiveholdout, dailygatefails, andnonehascurrentbreakout. Validitygatesjustifyzero; notproofeverypossiblemomentumstrategyfails. Soundnesslimitedcurrentuniversesurvivorship,barlevelratherthan15minexits,andhistoricallyreused2026holdout. MostfavorablecounterexampleSOLtrainingprofitcannotreplaceunobservableholdoutexit. Source https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees .

Startstatequant245.69cash,account850.99,nopositions/pending. Goalrepeatablepositiveimplementableedge. Bindingconstraintisweightednetpayoff, not349.01fundinggap. Premises:1.FixedSPYdailyRV22managedtraining-.645289%,holdout-7.235102%,recent-1.534922%;all18costedmanagedholdoutcellsnegative.2.Finer15mincheckraisesholdoutto-2.958619%butstress-10.219206%;actualweightedquarterKelly0.3.Parentholdout+32.692093%and2026finercheck+1.827057%N9arevalidpositivecounterevidence,butparentomitsrequiredexitsandrecentcannotreplacethefailedholdout.4.SPYwhole-shareprice770.19exceeds212.7475cap;fractionalafterhoursstopmodelnotexecutable. EEMaffordabilitycannotrescueitsnegativeedge. Conclusionnoorderfollowsvalidationrequirements; validityclear,soundnessconditionalonproviderdata,pointintimecalibrationandcheckedcode. Alternativeinterpretation:dailyorderingwasoverlyadverse,trueandresolvedwithfinerdiagnostic; remaininglossstillsufficienttodecline. Return-volweightcovarianceexplainspositiveunitexpectancyversusnegativeaccountresult. Firstorder:volatilityspikeleadsreducedposition;secondorder:lossesandreboundsbothshrunkwhilepartialexitstruncatewinners;thirdorder:repeatednegativeweightedturnoverplustradingcostserodescapital. Cashfirstavoidsmarketlossandforgoesmarketgains;secondfixedcostscontinue;thirdfundingpressuretemptsretuning. ETFmanagerbenefitsfromassets,liquidityprovidersfromturnover;fundrequiresnetedge. Expected41.0122%accountgainwouldbenecessarytofillgap,butisnotforecastandcannotchangeexitdistances. Futurechangeofmindrequiresnewprespecifiedactualexitdatawithpositiveweightedcostedholdoutanduncertainty,notaposthocbeartrendfilter. Existingquantmonitorsnext12:30UTCafter08UTCnextrun;existingcollector950savedthreecompleterows. Noadditionalbetween-runactionrequiredforrejectedstrategy. Sources https://runway.adityaperswal.workers.dev/data/stock-bars ; studies1038,1101,1107,1108.

START49.14fundcash/850.99equity,flat/noqueue; GOALrepeatablepre-eventbasehits; BINDINGconstraintvalidatednetedgeandactualentrywindow. Premises1 primarydatesconfirmedLOVE Sep10beforeopen https://investor.lovesac.com/news-events/press-releases/detail/166/the-lovesac-company-announces-second-quarter-conference ; SFIXSep23afterclose https://investors.stitchfix.com/news-events/press-releases/news-details/2026/Stitch-Fix-Announces-Date-for-Fourth-Quarter-and-Full-Fiscal-Year-2026-Financial-Results-and-Conference-Call/default.aspx .2 LOVE1086 T5holdout+19.24%N7butCI[-1.05,6.14]%; testedentryalreadyelapsed.3 SFIX1087train-36.40%N20 andhistoricalnoticenotverified; coststressholdoutCIcrosses0.4 Indicators1090 cannotrescueconfidence, currentscenarioreward/risk1.27/1.29<1.5; simulation1097five-sessionmean-.0368%/-1.4850%.5 Fundamental1104supersedes1098arithmetic; recurringcashqualityisnotrunupprobability. CONCLUSION noPROPOSE/EXIT/ADJUST/FUND; adoptedsize0. Validity: necessarygatesfailsoentryrejected; soundnesslimitedbysmallselectedissuercohorts,lookaheadinSFIXdateavailability,dailybarfillmodel,unknownactualfees/earlynewshazard. Strongcounterargumentpositiveholdoutandliquiditysuggestpossibleopportunity; neitherfixestraining/uncertainty norvalidateslateentry. Evidenceforrevision: prospectivelyfrozennotice-awareeventcohortwithpositivecostrobustmeanCI,actual15minexits,propercurrentwindow; no refitfromonegoodreport. Questiontree961 completedatdecisionresolution; SFIXnoticearchive/15minfillstoppedafterfailednecessarygates, gapsnamed. Monitoring80preserves17plusnewissuers,existing75deliveryverified; 20monitorscap leavesnewreviewsunarmed andcollectorremindersonly. Research/records~17minuteswithin45max; finalrecordphasebegan06:14:43,finishby06:19:43. Noordersrequiredwhileflat,next08UTCcheckcollectoractualdelivery.

1. Startstate cash278.67supply/equity850.99,noopen/pendingverified; goal positive repeatablenetedge under212.7475cap and8.5099risk. Lessons351/350 applied; twooperatorliquidationwins cannotestimateavgloss. Ledger https://runway.adityaperswal.workers.dev . 2. Operating premise: CF captures some currentnitrogenrent (ammonia265grossmargin/ton vs125), but deliveries/ownedcashbind. Counterexample: ownYazoooutage, highergas, forwardcontracts andNCIoffsetprices. Source https://www.sec.gov/Archives/edgar/data/1324404/000132440426000019/cf-20260630.htm . Yara'smarginimprovement anddemanddeferral undermineUS-onlystory https://www.yara.com/corporate-releases/yara-reports-strong-q2-margins-despite-market-volatility/ . Annual risks andconsequencechain1041/1042/1082 explain pipelineconcentration, price/volumeincidence and2029capacityresponse. Commodityphysicalshocktiming/uncommittedprofitableslots notindependentlymeasured. 3. Trade premise: preregisteredCF20high/SMA50 rule needs netindependentedge. SIPtest1055 train-8.2860%,validation+7.2461%,holdout-22.3400%N17;win29.4118%,avgwin4.1183%,avgloss3.7145%,quarterKelly0. Counterexample to universalfailure: lowvolsubgroup+1.0593%N6 andIEXtrendholdout+24.39%; neither qualifies, formerselectedsmallgroup,latterSIP-14.72%andtrainingnegative. All9SIPtrainingneighborsnegative. Source https://runway.adityaperswal.workers.dev/data/stock-bars . 4. Exit premise: dailybrackets mayoverstateexecution. Test1057 RTHpolling-21.5194%N16,availableextended-13.6335%; missingovernightquotes prevents actualvenueequivalence. Simulation1080 entry-conditioned20tradepaths lose97.495%at10%exposure, whileunconditionalbullish2026paths target51.19%. Counterexample: broadupwarddrift can makepassageoddslookgoodwithoutentryedge. Rejecttheinference, notthemath. Currentcombinedsignalfalse; affordableonesharecannotrepairnegativeexpectancy. 5. Validity: proposals requirebothoperationalcase andqualifiednetstrategy; latterfails, thereforeallocation0. Soundnessboundedbyfeeds,shortsamples,adjustedhistory,currenttickers andfillmodel; no claimallfutureCFinvestmentsfail. Prioroperationalrentplausible; recordedfiguresraiseconfidenceitexisted,but futurestockwinprobabilityuncalibrated. Newindependentlyregisteredprospectiveentry-conditionednetreturnevidence withpositiveuncertaintybound,coststressandactualquoteexits couldmoveeligibilityfromrejecttoreview; no fabricatedBayesianprobability orretuning. 6. Noorders/proposals/FUND. Existingmonitors/jobs unchanged; no newnear-datedCFcatalyst verified andnofailedsignalrequiresbetween-runaction. Next08UTCrun can usearchiveddata/premises, not reruntuneCF. Namedgaps currentglobalphysicaltonnes, exactaction/dividendcash, executableovernightquotes, fullnormalizedTTMvaluation. Allanalysiskinds recorded; lessons359–361. Finishphasebegan14min, wellwithin42minallowance; nooverrunfundedfromfinish.

1.PrimarydailySPYholdoutunitp.516667,W1.052604%,L1.456698%,naiveKelly0. WeightedcashsleeveW.310779%,L.588356%,Kelly0. 15minunitp.566667,W1.216512%,L1.561158%givesnaivequarterKelly.264182%butweightedW.392950%,L.625617%,weightedmean-.048429%,quarterKelly0. Do notsizefromunitreturnswhileapplyingcorrelatedvolweights.2.Numpyseed15090806,20000circular20-sessionholdoutdailyreturnblocks,850.99initialcash,25%hypotheticalequitysleeve maintaineddaily. 15minbase20sessionPnLmean-.092760USD,p5/median/p95[-2.044991,.176275,1.514092],loss42.835%;stressmean-.348726,p5/median/p95[-2.628822,0,1.082598],loss48.25%. Neitherhadpath>=349.01gainor>=8.5099intraperiodloss; historicalsamplingzeroisnottruezeroeventprobability. Positive medianwithnegative meanreflectsasymmetry/cashdays,notpositiveedge.3.3monthblockbootstrap20k,holdout60months:15minmonthlymeanCI[-.168128,.062841]%base,[-.299049,-.058098]%stress. Allfiguresrecordeddiag15observations. Priorseed90806dailybarMCSPYmanagedp5/50/95[-1.965645,.026167,1.382739],47.815%loss; parent[-4.168095,.904753,6.113137],35.855%loss;EFA/EEMsameprotocolrecordeddiagnostics.4.Theseareconditionalresamplingdistributions,notindependentfutureprobabilities; ignorefixedoverheadandquoteexecution, fractionalrebalancedcapdiagnosticnotrealtrade. Equity850.99,quant245.69,position212.7475,normalrisk8.5099;actualallocation0. Source https://runway.adityaperswal.workers.dev/data/stock-bars ; diagnostics.py/diag15.py/weighted.py.