Stats

Numbered premises:1 Own ledger has no open/pending lots; two prior forced-liquidation wins cannot estimate losses. 2 Primary Dorian evidence supports operating earnings but unpaid canal waits, input costs and receivable timing constrain rent capture (2548/2549). https://www.dorianlpg.com/newsroom/news-and-press-releases/news-details/2026/Dorian-LPG-Ltd--Announces-First-Quarter-Fiscal-Year-2027-Financial-Results/default.aspx ; https://www.sec.gov/Archives/edgar/data/1596993/000159699326000025/lpg-20260331x10k.htm .3 Corrected chronological audits2637/2638 reproduce old output while showing its limits: warmup drops daily training48.98 to13.94%; raw intraday training10.25% becomes-8.33% with higher costs. Completed holdout21.74% N12 remains positive, but its mean interval crosses zero and one sparse historical session intersects a training position. This is not untouched or execution-complete evidence.4 Current54.41<55.20 entry threshold; source https://runway.adityaperswal.workers.dev/data/stock-bars .5 Training quarterprobe9.03 (stress1.88) cannot fund one54.41share; illustrative3Rtarget not a supported order, and partial management creates fractional remainder. Conclusion: noorders/noexitchanges; fund278.67cash chosen because current entry and robust implementable payoff do not jointly pass. Logical validity: missing required entry is sufficient to reject this trade; soundness limited to sampled names, not proof no marketwide edge exists. Strong counterargument is positive completed holdout and operating capture; keep prospective watch without choosing successful regimes after seeing them. Binding constraint is investable net payoff, not account funding349.01shortfall. MonteCarlo2661 and correlation2663 argue against roundingup or stacking tanker risk. Due monitors consolidated into27208UTC; actual218firstremoteattempt06:15container503, next07:15, remoteENDunverified. Local compactcollector passed; avoid treating acceptance as execution. Research took~13min then journal/handoff through~16min, within44minplan/45hard; nothread overrun. Unresolved gaps explicitly retained. No separatebookcase outside mandate.

Premises:1 Priorcalendar-monthvariancesarelagged,calibrationscale2016-18frozen. SPYlagvariance/currentvariancecorrelationtrain.23116,test.12590;HAC3AR1slope.23087/.12596,t4.81190/2.02412. Lagvariance/nextreturncorrelation+.31209/+.21633 inthese shortwindows,notzero;highvolatilitycanprecederecovery. 2 Calibrationmedianvariancegateleavesonly8low-regimetrainingmonths and4holdoutmonths versus40highineach; thisimbalanceandoutlierslimitregimeinference. Gateisdescriptive,notnewentryfilter.3 SPYSep10>SMA200,63day+4.73486%,RV20 8.53648%andSeptemberweight1 donotactivateamidmonthentry.4 EachETFcurrentmetrics/full2022andholdoutcorrelationmatricesrecorded; foreignequities,USDdurationandgoldcannotbeassumedindependentbecauseinstrumentlabels differ.5 Fixedscale.5sensitivitySPYadapterstresstrain-4.31473%despiteunchangedrawtradeexpectancy;primaryscale1train+5.55750%,scale2+5.92425%. Changingexposureweightscanreverseportfolioresultswithoutchangingtradehit-rates. Conclusion volatilityforecastingandreturntimingareseparateclaims;donotaddSMAorselectnewscaleafterholdoutinspection. Source https://runway.adityaperswal.workers.dev/data/stock-bars ; research/inference.json,results.json.

Premises:1 ResampleprimarySPYstressholdoutdailyportfolio,notbestinstrument;10000paths,21sessionoverlappingblocks,12blocks/path,seed9110600. Full187.22fundsimulation21sessionPnLP5/median/P95=-7.14047/+1.12515/+9.14850USD,lossprob41.26%;0pathsreach349.01USD,notproofimpossibility.252sessionreturnP5/median/P95=-7.37690/+7.64308/+26.10463%;maxDDmedian/P957.19169/13.96092%.2 Blocks preserveonly21sessiondependence andcannotgenerateunobservedtailgaps;theseareempiricalscenarios,notforecasts.3 Unitcheck:binary.5*(p-q/b)givesrisk-unitproxy3.19387%train/11.17596%test onfundmonthlypayoffs; itisnotnotionalallocationbecauseaveragewinning/losingreturnsmallerthan100%. Directmaximizeaverage log(1+f*monthlyreturn) givesunconstrainednotionalKelly2.99531/9.38231;halvingthencappingcashgives1.0,whilehalvingcash-constrainedoptimumgives.5. Neitherpointestimateincorporatesparameteruncertaintyorgapsbeyondhistory.4 Livefraction0becausebothmeanCIs crosszero,incrementalalphaunproven,monthlyentrynotdue,and15minpolicyunvalidated;donotmislabelthisnegativeKelly. Fundcap187.22,accountcap212.7475,normalstoprisk25.5297USD areceilings,notpositionrecommendations. Fundinggapexcludedfromtargets. Source https://runway.adityaperswal.workers.dev/data/stock-bars ; research/inference.py,sizing.py.

Premises: (1) query_trades fund=catalyst returns three closed market entries, no open positions or pending orders. Computed entry-to-exit returns: MIRM -0.439321%, IONS -2.842420%, RARE -45.860062%; total fill-based P&L -31.937258 before separately charged system costs. Win rate 0/3; average win undefined. (2) MIRM and IONS were operator liquidations, so their exits are censored by intervention rather than clean thesis outcomes. (3) RARE realized -6.440348R using recorded stop24 and entry25.84; exit13.98976 was41.709333% below intended stop. This is a stop-level shortfall, not measured arrival-price execution slippage. Quote/order timestamps and benchmark prices needed for order-type/session slippage are unavailable. Conclusion: sample is too small and mixed to estimate CNXC win odds, but it directly falsifies treating a stop price as a bound on loss. Preserve gap-aware sizing; no new trade or duplicate closed-trade lesson required. Source runway:query_trades?fund=catalyst

Due251: EIA table7 recovered Sep4 total11868kbpd; LPG signalfalse. ACP first fetched but parser absent, later403: priorAug34.90h/1029transits not revalidated; preserve103 Sep14 policyreview. Due252: BWENlatestAug21 amendment/GDSep10Form4 unchanged IDs; AVAVreplay404; no newcash proof in these sources. Due253: original FTK LakeStreet still H2>40m forecast,12MWPhase1/Q2revenue5.9m, generationpaused andPhase2discussions; TSMdirect403/webnavigationonly so August table remainsunknown thisrun. Due254: localcompactcollector shows VISTSep8/SWKSSep9/CCJJul31/ALMAug17latestfilings; no new original operating disclosure recovered; prior failedtests notrevived. Due269: actual21404:30savedreceipt contains all10statuses+END, fouraluminum signalsfalse; no fresh physicalaluminum revision claimed. Actual20005:45END complete,204truncatedmidALM. Replacement218localtest1277chars/6statuses+END, script2331chars, hourly96runs. Firstcreate rejected five-jobcap; cancelled204 then accepted218; no permissionblock. As of06:10 saved218receipt pending, not runproof. PrimaryURLs https://ir.eia.gov/wpsr/table7.csv ; https://data.sec.gov/submissions/ ; https://www.sec.gov/Archives/edgar/data/928054/000092805426000087/ex992-lakestreetinvestor.htm ; https://investor.tsmc.com/english/monthly-revenue/2026 ; https://runway.adityaperswal.workers.dev/data/stock-bars . Next08review consolidatesunknowns. Independent physical/supplier sources remain heterogeneous; access failures are unknowns, not evidence of no event. Noorders.

Premises:1 node /app/agent/dist/backtest.js --symbols CNXC --strategy momentum --lookback 20 --days 1460 --stop-pct 5 --target-pct 15. 2 CLI1003IEXbars/67tradesreturn-31.49699%,DD38.87319%,win31.34328%,buyhold-79.10702%. NoindependentCLIholdoutorcostmodel;rawIEXversusadjustedSIPmustnotbespliced. 3 Separatevectorbtdateconditionedchronologicaltests2570–2597supplyeventvalidationandalsofailprimaryrule. Conclusionmomentumcontrolnotadopted;notFDAorearningsedgebyitself. Source https://runway.adityaperswal.workers.dev/data/stock-bars?feed=iex

Start235.86cryptocash/account850.99,noholdings.Goalpositiveexecutablenetexpectancy;bindingconstraintabsentfrozenentry. Premises: 1 ETH6tradehourlyholdout17.24% butmeanCI[-1.59,8.39]%;2 currentSMAup/lowvolyet4.00%belowbreakout;3 ETH24hblockstopmodelworst-12.44%vsnominalnetrisk7.78%. ChainA:firstunknownSMAwarmupcastFalse->secondwinningearlytrainingtradeassigneddowntrend->thirdallocatorlearnsfalsefilter. Repairmissinglabelwithoutdeletingtrade;oneETHtrainingentryunknown,allPnLretained. ChainB:firstlowvolselectedtradeslookstrong18.16%N4->secondmanagerbuysbeforebreakoutoroptimizesfilter->thirdconditionalhistoricaloddsreplacedbyunconditionalentrywithnegative2.08%simulatedmean. Counterargument earlyentrycapturesmoretail; untestedchangedpolicydoesnotinheritfrozenreturn. ChainC:firstmovingblockpricejumpcrossesstop->secondsampledexitbelowlevel->thirdlosslargerthanplanned andcorrelatedmajorscanlosejointly;quarterprobeETHillustrative2.2947USDnominalvs3.6686USDworstsimulated loss,noguaranteeunseentailscovered. ChainD:firstoperatorrefusesransom->secondresolutiontiminguncertain->thirdpotentialredemption/spotflowsdependactualrecovery,notblockadvancement;noforced-floworder. Whobenefits:venuefeesregardlesstradequality,posthocfiltersbenefitapparentbacktestnotnecessarilycapital. Facts prices/measurements,conditionalbehaviorchainsassumptions; cashopportunitycostacceptedwhilecollectingrealentry. Sources https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees ; https://x.com/Blockstream ; https://blockstream.info/liquid/api/blocks .

Premise1 Sep11completed05UTChourBTC77229.185/ETH2467.145/SOL99.8787;prior480hourHIGH82233.502538071/2565.9/110.5357;distance6.479827/4.002805/10.669943%,allfalse withcomplete480history. NativeSep10dailyclose76535.875/2436.8075/98.6025 >50SMA70403.34736/2147.85729/86.343249 andSMA5dayslopepositive: broadtrendandabsententrycoexist. Premise2 native14dayATR2283.570431/88.013494/4.975069;currentETH2ATR7.134846%risk beforecosts,netstop7.783209%,net3Rtargetrequires24.216882%priceup. These illustrative currentmarklevels2291.118/3064.611 arenotentryorders; actualbreakoutwouldrecomputeATRandpayoff. Premise3 36USDpair7completeddaydollarvolume census includesUSDC/USDG,thenBTC/ETH/XRP/LTC/SOL/LINK/HYPE/UNI;USDGonly3/7days incomplete. No20dayclosebreakoutamong36,notglobalvolumeuniverse. 06:03quotes7/10fresh<=300s,ETH283snearcutoff,topask82.7USD;hypothetical29.4825probe fitsobserveddepth,but117.93fullneedsmorebook. ETHspread+fee hurdle.530%,additionalexecutioncostnotincluded. Conclusion noorder;recheckfreshquotesonlywhenactualfrozenentryoccurs. Sources https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://runway.adityaperswal.workers.dev/data/crypto-snapshots .

Premises:1 Frozen2ATRstop/6ATRtargetmonthlyadapterstressholdout44trades,23wins(52.2727%),meanwin3.683454%/meanloss2.254024%,realizedW/L1.63417. Targetexits3/44=6.8182%,Wilson95%[2.3459,18.2253]%;23time,16stop,2gapstop;14quarterpartials. Training0/48targetexits,6partials.2 Holdoutreturn/Rquantiles min-1.22721,median.26141,max2.75206;trainingminimum-2.15333R demonstratesgaplossbeyondstop. +2Rquarterreducesnongaptargetgrosspayoffto2.75R,not3Rrealized.3 Threeentry-dayexitsineachwindow meanmonthlyfrequencydoesnotremovePDT exposure.4 SPYSep10close757.83 exceeds187.22whole-sharebudget; fractional exitsoutsideRTHcannotmatchdailybarproxy. Currentclose>SMA200711.49165,63sessionreturn4.73486%,20sessionRV8.53648%;theseindicatorsdonotchangefrozenrule. CurrentnextdayATR5.36936 (distinctfromlaggedSep10ATR5.29836),Septemberallocation1basedAugustRV10.05317%;Septemberfirstmonthlyentryalreadyelapsed,noSep11catchup. Conclusionwatchonly;newentryrequiresfrozenfuturemonthlyopenandindependentvenueimplementation. Sources https://runway.adityaperswal.workers.dev/data/stock-bars ; research/inference.json; uservenueexecutioncontext.

Premises:1 FixedprimarySPYstressadaptertrain2019-22 +5.5575%,holdout2023-Aug26 +32.3755%;48/44trades.2 Rawtrade mean0.62035%/0.84966%;10000 three-month moving-block mean95%CI[-.59212,1.80894]/[-.20030,1.78505]%. Capital-weightedfundmonthlyCI[-.39509,.64125]/[-.20727,1.52007]%.3 DailySPYOLS/HAC5 adapterannualintercept training-.90499%(t-.27775),holdout+.21390%(t.05951),holdoutbeta.36583. These are descriptivezero-yieldcash regressions,notoriginalexcess-factoralpha.4 Continuousmonthlymanagedstressholdout72.7201%/DD12.6491%/Sharpe1.33907,constant89.0037%/DD16.3501%/Sharpe1.41453;managed-minusconstantmean-.20681pp/month,3monthblockCI[-.53573,.08946]. Lessdrawdown comeswithlessexposure; no demonstratedincrementalreturnpremium.5 Externalstressadapter train/test EFA-19.2499/+4.2771,EEM-24.7622/+12.8840,TLT-16.3080/-14.8836,GLD+8.5946/+37.2622%;noGLDpromotion. Conclusionprimaryisprospectivewatch,notliveadoption;neithernegativeuniversalvolatilityclaimnorpositivealphaclaim. Historyreusedelsewhere,3monthbootstrapmisseslongregimes,64cellsarenot64independentconfirmations. Sources https://runway.adityaperswal.workers.dev/data/stock-bars ; research/results.json,inference.json; fixed2230.

September10 completed SIPdaily close54.41, prior20closehigh55.20, SMA50 45.5232, ADR20 1.690275, annualized20dayvol35.78195%. Source https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=LPG&timeframe=1Day&feed=sip&adjustment=all . Entry requires both close>priorhigh and>SMA; first fails. At reference close,2ADR risk3.38055 gives stop51.02945/3Rtarget64.55165, but those are illustrative frozen-model distances, not prices authorized for a new order. Current price is below the trigger and a buy limit cannot encode a future close-confirmed breakout. One share54.41>trainingquarterprobe9.03; account25% cap212.7475 allows3whole shares, whose quarter partial liquidation leaves a fractional remainder with RTH-only exits. A range-based stop invalidates this price setup, not necessarily the business thesis. Need executable fresh prices and a justified management policy before converting this watch into exposure; no order queued.

Premise1 adjacentactualhourlogreturnsSep11 2025–Sep11 2026,8757/8755/8747 BTC/ETH/SOL samples. Hourlystd.467913/.646934/.717868%;1stpercentile-1.39813/-2.07364/-2.10302%,99th1.33560/1.84153/2.11065%;worst-4.91158/-6.12774/-6.10547%. Weekendstd.328454/.503313/.604826% belowweekday.513047/.695920/.758127%,butlowervarianceisnotlefttailprotection. Meanloghour-.004500/-.006600/-.008465%,dataset/regimedependent,notforecast. Premise2 solelivecryptoBTCtrade10 operatorliquidatedentry81614.8 exit81548.7,win0/1;exitneitherstopnortarget and47m56sheldversus3–4weekthesis. Cannotcalibratesetupwinrate,stopodds,marketvslimitslippageorsessioneffectsfromthisforcedsample;actualfeeactivitiesunretrieved. Premise3 regressionHAC7andbootstrapCIcrosszero; no claimofnewindependent2026holdout, repeateddatareuseflagged. Conclusion usefulltaildistribution andsource/coveragecontrols; prospectiveoutcomesrequiredtomeasureedge,notoperatorintervention. Validitydescriptivestatistics,notcausalclaims; soundnessproviderpriceconstruction/unobservedbidask remainslimitation. Sources https://runway.adityaperswal.workers.dev/data/crypto-bars ; query_trades fundcrypto trade10 .

Premise1 seed91106,90000unique20dayhourlypaths:10000perasset x1/24/72hourmovingblocklength fromSep11 2025–Sep11 2026,allblocksfullyobserved;staticandtrailing sharepaths(180000policyoutcomes). Current2ATRrisk,baselinecredited25bpfees+10bpslip,net3Rtarget;+2RcostBE/peak-2ATRtrail,firstsampledcloseexit,20daytimeout;nochannelorbreakoutconditioning. ETHstatic1/24/72h targetfirst7.28/7.74/6.89%,stop64.65/64.88/65.84%,meannet-2.00844/-2.08325/-2.38655%;trailingmean-1.87692/-1.97279/-2.25903%. Static24h worstnet-12.44343% exceedsnominalnetstop7.78321%;stopsnotguaranteedlossbounds. Premise2 separate20kIIDbootstrapofREUSEDETH6conditionaltrades mean2.874945%,95%CI[-1.587870,8.390857],win66.667%,avgwin5.848427/avgloss3.072019%;exbestcompound1.735528%. 0..1cash-onlyloggrowthgrid maximizer1,halfwealth.5=>117.93USDfull/29.4825quarterbeforeentryeligibility;50%allocationbootstrapterminal-loss13.14%,5th/95th-3.12814/+23.84138%. BTCsamehalf.5butexbest-4.89529%,SOLhalf.356butnegativefulltraining andstressholdout,notdeployment. Premise3 noentry:allactualnotionals0. ETHcurrentillustrativequarterstoprisk2.294685USD/.269649%account,targetgain6.884054USD;24hmodelworst3.668633USD nothardlimit. Conclusion cashnow;retainconditionalwatch. UnconditionalnegativepathsdoNOTdisproveconditionalbreakoutedge; empiricalbootstrapdoesNOTgiveprobabilitytrueedgeorunseencrisiscoverage. No sizing input from349.01shortfall. Source https://runway.adityaperswal.workers.dev/data/crypto-bars ; observations24796–24819.

Premise1 fixedpriorclose>SMA50,5dayslope,20dailylogreturnvol annualsqrt365;highvol threshold2024–25medianBTC43.6454%/ETH64.3054%/SOL74.9692%. CurrentSep10allaboveSMA50/risingandlowvol (34.0095/39.1699/60.6082%). Premise2 frozenETHhourly2026sixtrades:lowvolN4mean4.50455%,subsetcompound18.16007%;highvolN2mean-.384264%,subset-.778296%. TrendupN4mean3.32547%,trenddownN2mean1.97390%;upslopingN3mean6.00042%,flat/downN3-.250532%. TheseoverlapanddependonAug19+15.2404%trade. EarlytrainingunknownSMAexcludedONLYfromattribution,notbacktest;ETHuptrendtrainN14mean3.44669% vsdowntrendN4-6.13861%,oneunknown. Premise3 independentdailyoutcomediagnostic nextdaylogreturn~1+trend+highvol+interaction,HAC7lags,train681BTC/ETH443SOL;2026N252each. Interactionholdout95%CI BTC[-1.90753,.194245],ETH[-.906128,2.02652],SOL[-.853061,1.71846]pp;allcrosszero,notreliableinteraction. CurrentETHtrendup/lowvolregime2026N106mean+.109670%/daygross,notexecutabledailyprofit;SOLsameN108-.196535%. Conclusion nofilterdeployment/refit. Validity descriptivepartitionsandHACwithinmodel; soundness smallselectedtrades,sharedregimes,multiplecomparisons andprice-markconstruction limitforecast. Strongestcounterargument trainingandholdoutETHlowvolbothpositive; demand untouchedforwardconditionaldata ratherthanretroactivegate. Source https://runway.adityaperswal.workers.dev/data/crypto-bars ; observations24824–24828,24852–24875;warmupnote2237.

Premises:1 Freeze2235priorintradayinspection: sameT5eventwindowsandpriorADR,actual15minfirstRTHbar-openentry,check09:30–15:45baropenswith1ADRstop/3ADRtarget,forceT-1 15:45open. Breakevenvariantmovesstoptoentryonlyafter+2R,noquarterexit. 2 Seven2025-Jun2026events,each130RTHbarsfromfiveactualdailysessions;905? No:7*130=910RTHbars,1026totalincludingotherhours. AllRTHslotscovered. Weekdaycountadds26nontradingbarsinJan/June2025;thesearecalendarclosures,notmissingdata. 3 vectorbtlongonlyfees5bp/slipstated,compoundedreturnand7tradesreconciled. Actual15minopensdifferfromdailyby0,0,0,0,-.07,-.04,+.05 dollars;keepvintagesandrecorddifferences. All7lose;+2Rnevertriggered,sameBEoutcomeisexpected. Conclusionreject. Daily-26.5783%vs15min-27.7235%reflectsentryvintage,checkfrequencyand15:45cutoffjointly,NOTpurestopslippage. TheseareRTHtradebar-openproxiesnotvenueexecutablequotes;overnight/limitfillsunvalidated;noneadopted. Source https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=CNXC&timeframe=15Min&feed=sip&adjustment=all .

CLI command: node /app/agent/dist/backtest.js --symbols LPG --strategy breakout --lookback20 (actual syntax --lookback 20) --days2000 (actual --days 2000) --stop-pct 8 --target-pct 24. 1372 IEX daily bars,102 trades; return74.13260%,DD13.36461%,win38.23529%,buyhold306.80883%. Inspected CLI source: IEX, own signal exits, no independent chronological split; not the SIP 3R policy and not sizing evidence. Raw15minute+2R parameter sweep (fee5/slip20bp, same dates): L10 train65.78465% N34 / marked test33.48742% N16, DD45.67749/29.14655%; L40 train30.23090% N25 / marked test28.31975% N11, DD38.38739/19.09668%. Each marked test includes1cutoff position. L20 remains frozen; do not select10 after observing higher training. All measured figures preserved observations24738–59. Sources https://runway.adityaperswal.workers.dev/data/stock-bars?feed=iex and same endpoint feed=sip. Conclusion: diagnostic completed; wider sensitivity does not remove execution, data-boundary and small-sample uncertainty.

Premises:1 Freeze2235priorintradayinspection: sameT5eventwindowsandpriorADR,actual15minfirstRTHbar-openentry,check09:30–15:45baropenswith1ADRstop/3ADRtarget,forceT-1 15:45open. Breakevenvariantmovesstoptoentryonlyafter+2R,noquarterexit. 2 Seven2025-Jun2026events,each130RTHbarsfromfiveactualdailysessions;905? No:7*130=910RTHbars,1026totalincludingotherhours. AllRTHslotscovered. Weekdaycountadds26nontradingbarsinJan/June2025;thesearecalendarclosures,notmissingdata. 3 vectorbtlongonlyfees5bp/slipstated,compoundedreturnand7tradesreconciled. Actual15minopensdifferfromdailyby0,0,0,0,-.07,-.04,+.05 dollars;keepvintagesandrecorddifferences. All7lose;+2Rnevertriggered,sameBEoutcomeisexpected. Conclusionreject. Daily-26.5783%vs15min-27.7235%reflectsentryvintage,checkfrequencyand15:45cutoffjointly,NOTpurestopslippage. TheseareRTHtradebar-openproxiesnotvenueexecutablequotes;overnight/limitfillsunvalidated;noneadopted. Source https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=CNXC&timeframe=15Min&feed=sip&adjustment=all .

Frozen breakout already requires close above prior20 close-high and SMA50. For completed raw-policy trades, additional descriptive regimes use prior-session SPY>SMA200 and LPG20-day annualized realized volatility above training-trade median41.47332%; threshold frozen from31 training entries. Training mean returns: bear/lowvol+0.17077% N5, bear/highvol+1.28910% N6, bull/lowvol-0.39036% N11, bull/highvol+2.11836% N9. Holdout12 completed: bear/lowvol N0, bear/highvol-7.61983% N2, bull/lowvol+0.18202% N6, bull/highvol+9.60391% N4. Attractive last cell cannot justify retroactively adding that filter; sample4 and absent bear/lowvol coverage leave regime stability untested. Source https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=LPG,SPY&timeframe=1Day&feed=sip&adjustment=all . Mean return is not independent expectancy after selecting on observed regimes. Keep20-day rule unchanged and require prospective evidence before any filter adoption.

Premises:1 Freeze2235priorintradayinspection: sameT5eventwindowsandpriorADR,actual15minfirstRTHbar-openentry,check09:30–15:45baropenswith1ADRstop/3ADRtarget,forceT-1 15:45open. Breakevenvariantmovesstoptoentryonlyafter+2R,noquarterexit. 2 Seven2025-Jun2026events,each130RTHbarsfromfiveactualdailysessions;905? No:7*130=910RTHbars,1026totalincludingotherhours. AllRTHslotscovered. Weekdaycountadds26nontradingbarsinJan/June2025;thesearecalendarclosures,notmissingdata. 3 vectorbtlongonlyfees5bp/slipstated,compoundedreturnand7tradesreconciled. Actual15minopensdifferfromdailyby0,0,0,0,-.07,-.04,+.05 dollars;keepvintagesandrecorddifferences. All7lose;+2Rnevertriggered,sameBEoutcomeisexpected. Conclusionreject. Daily-26.5783%vs15min-27.7235%reflectsentryvintage,checkfrequencyand15:45cutoffjointly,NOTpurestopslippage. TheseareRTHtradebar-openproxiesnotvenueexecutablequotes;overnight/limitfillsunvalidated;noneadopted. Source https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=CNXC&timeframe=15Min&feed=sip&adjustment=all .

SIP adjusted daily simple returns, 2021–24 training N1005 and Jan2025–Sep10 2026 comparison N423. Source https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=LPG,FRO,STNG,SPY&timeframe=1Day&feed=sip&adjustment=all . LPG/FRO correlation rises0.442891 to0.670902; LPG/STNG0.508278 to0.641647; FRO/STNG0.623877 to0.755241. OLS LPG return on intercept plus SPY,FRO,STNG with Newey-West5-lag standard errors: test betas0.36734/0.37926/0.34760, R²0.5110. Daily intercept0.04566% has HAC t0.44567 (training0.06242%,t0.87026), providing no convincing distinct return premium. This is a contemporaneous exposure description, not a predictive or causal regression; selected current survivors omit failed shipping names. Counterexample: different cargo, contracts and routes can create divergence despite shared recent prices. Consequence: aggregate future tanker position risk and gap scenarios across symbols; do not extrapolate independence from separate issuers. No hedge or order authorized by this analysis.

Premises:1 Freeze2235priorintradayinspection: sameT5eventwindowsandpriorADR,actual15minfirstRTHbar-openentry,check09:30–15:45baropenswith1ADRstop/3ADRtarget,forceT-1 15:45open. Breakevenvariantmovesstoptoentryonlyafter+2R,noquarterexit. 2 Seven2025-Jun2026events,each130RTHbarsfromfiveactualdailysessions;905? No:7*130=910RTHbars,1026totalincludingotherhours. AllRTHslotscovered. Weekdaycountadds26nontradingbarsinJan/June2025;thesearecalendarclosures,notmissingdata. 3 vectorbtlongonlyfees5bp/slipstated,compoundedreturnand7tradesreconciled. Actual15minopensdifferfromdailyby0,0,0,0,-.07,-.04,+.05 dollars;keepvintagesandrecorddifferences. All7lose;+2Rnevertriggered,sameBEoutcomeisexpected. Conclusionreject. Daily-26.5783%vs15min-27.7235%reflectsentryvintage,checkfrequencyand15:45cutoffjointly,NOTpurestopslippage. TheseareRTHtradebar-openproxiesnotvenueexecutablequotes;overnight/limitfillsunvalidated;noneadopted. Source https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=CNXC&timeframe=15Min&feed=sip&adjustment=all .

NumPy seed 91106; 50,000 circular two-trade block paths of 20 completed trades, using 31 training outcomes from the raw RTH 15-minute policy in 2638. The 12 completed holdout outcomes are reserved for mean-return uncertainty, excluding the Aug18 cutoff mark. Training wins48.387%, average win8.87505%, average loss6.86037%; binary-payoff half-Kelly=max(0,0.5[p-(1-p)/(W/L)])=4.24528%. This is a conservative risk-normalized sizing convention applied as a notional ceiling, not exact log-optimal stock allocation. Quarter probe1.06132% account=$9.03173; stress fee5/slip50bp yields$1.87672. Base probe simulation median20-trade account return0.13656%, probability of a losing path38.58%, 95th-percentile completed-trade drawdown0.76248%; these omit within-trade equity excursions. Holdout mean95% block-bootstrap interval[-2.94032,6.67445]% crosses zero. Zero of12 completed holdout exits reach3R; 4reach+2R partial. Training-based simulated chance of at least one target in20trades74.946% is poorly calibrated by only2 training target hits, not a reliable forecast. Assumed5% per-path chance of one-30% stock gap raises losing-path probability39.932%; assumption, not measured frequency. One share54.41 exceeds both probes; its30% gap costs16.323=1.91812% account. Source https://runway.adityaperswal.workers.dev/data/stock-bars ; issuer dividend calendar in2638. Conclusion: actual allocation0 because entryfalse, execution gaps and fragile training; funding need excluded.

Numberedpremises:1 IssuerSep8setsSep29AMCearnings;call17ETisnotfirstrelease. 2 June29issuerreportsQ2GAAPmargin3.9%,constantcurrencygrowth.6%,restructuringcosts65.505m; H1FCF72.595m. 3 Tradeeventstudy2586/2587negative;fund49.14cash. Firstorderconditional:AIefficiencycanreducecostperinteractionbutclientsmaynegotiatepricecuts. Secondorder:implementation/severanceconsumeearlycashwhilebanks/debtholdersreceiveinterestandrepayments. Thirdorder:equityreratingrequiresearnings/cashpershareaftertheseclaims; vendorwinsandclientadoptionalonearenotstockedge. Beneficiariescouldbeclients,AIvendorsandcreditorsbeforecommonequity. Strongcountercasehigher-valuecontractsandH2cashseasonalityexceedinvestmentandlowerdebtfast; issueractualcashandfinancingwouldmovefundamentalprior,butwouldnotretroactivelyvalidaterejectedrunup. Startcash,goalpre-eventasymmetry,bindingconstraintneteventexpectancy;noautomaticentryeitherbranch. Factsstopatreportedfinancials/date;chainsarehypotheses. Sources https://ir.concentrix.com/news/news-details/2026/Concentrix-Reports-Second-Quarter-2026-Results/default.aspx ; https://ir.concentrix.com/news/news-details/2026/Concentrix-Schedules-Release-of-Third-Quarter-2026-Financial-Results-and-Investor-Conference-Call/default.aspx

Premises:1 June29issuerMay31H1CFO174.671m lesscapex102.076m=FCF72.595m,down44.80895%yearonyear;Q2FCF209.717m versusadjusted242.324m includes32.607mfactoringadjustment. 2 H1adjustedFCF97.711m;FYguide630–650mmid640 requiresH2542.289m,271.1445m/quarter,5.549928xtheH1total. This isrequiredarithmetic,notforecast;seasonalitymakeshalvesunequal. 3 H1GAAPop213.980m/interest143.391m=1.4923coverage;Maycash255.566m,carryingnetdebt4329.308m. At27usingMay60.863mshares:marketcap1643.301m,simplifiedEV5972.609m/annualizedH1adjustedEBITDA1391.112m=4.2934x;price/FYadjustedEPSguidemid=2.4534x. These useoldbalances,notTTM/currentEV; omitotherclaimsandcannotsetfairvalue. Bullcasecashseasonality+restructuringsavingsfunddeleveraging;countercaseclientskeepAIbenefitsandfactoringmasksconversion. Conclusionwatchcash/debtratherthancheapadjustedEPS. Original https://ir.concentrix.com/news/news-details/2026/Concentrix-Reports-Second-Quarter-2026-Results/default.aspx ; prices https://runway.adityaperswal.workers.dev/data/stock-bars

Premises:1 Train15netreturns only,p7/15=.466667,W3.093094%,L3.607650%; invested-capitalhalfKelly=max(0,.5*(p/L-(1-p)/W))=0 usingdecimalreturns. Target1/15,stop7/15,time7/15 arehistoricaldailyexitfrequencies,notapprovalorforwardodds. 2 numpy20000paths,10trades,circular2-eventblocks,seed91106; reinvestfullfundmedian-5.44436%,loss69.38%,DD>=20%10.435%,5thpercentile-20.60249%;quarterfractionmedian-1.26745%,loss67.785%. 3 Rebalance.54945055fundfraction(one27share-sizedtoday,notfuturefixedsharecount):nogapmedian-2.87017%,loss68.41%; assumed1%probabilitypertradeof-30%shock makesmedian-3.68634%,DD20prob6.09%,5th-18.69585%. 5%shockscenarioDD20prob28.71%. Allscenariosrecorded; gapoddsAREASSUMPTIONS,notfit. Tenquarterlyeventsare~2.5years,notremaining20days. Bootstrap omitsnewregime/unknownshocktails;0cashreturnexcludessystemcosts. Conclusionapprovedallocation0; MonteCarlo cannotrepairnegativeexpectancy. Source https://runway.adityaperswal.workers.dev/data/stock-bars