Stats

Fixed12ETFpair cash-only adaptation, not exact Gatev replication. Preregistered notes1770/1773; corrected earlier spread exit note1776. Prior60close logratio z>=2abs buys losing leg at nextopen, exit signedz<=.5 nextopen or10sessions; parent partner-control identicalentry/exitdates. Swing adds prior20ADRstop1,target1.5, half+1R/BEfollowingday, earliest parentopenexit or5sessionclose, knownopengaps thenstopfirstdailyambiguity. Fees1bp+5/15bpslip/side. 12cash-separated1000USDsleeves, fractional diagnostic,0cashinterest. Custom orderaccounting reconciledvectorbt max4.55e-13; drawdown on dailyclosingequity, synthetic4phases onlybookkeeping. Train2017–19,holdout2020–25,2026throughSep9separate;2016warmup. CurrentETFsurvivors/reusedhistoricalera, not fullyprospectiveorpoint-in-timeuniverse; rawdividend/15minovernightexit/whole-share12sleeveexecution unvalidated. Actualallocation0. Source https://runway.adityaperswal.workers.dev/data/stock-bars?feed=sip&adjustment=all . {"era":"train","mode":"long","lookback":60,"threshold":2,"cost_bp_side":16,"sample":327,"win_rate":42.813455657492355,"avg_win_pct":1.55461152404842,"avg_loss_pct":1.5762199685314475,"mean_trade_pct":-0.23580281574495987,"return_pct":-5.7088403982822005,"drawdown_pct":-11.835181107010495,"annual_pct":-1.9454494171501469,"quarter_kelly":0,"reconciliation_error":2.2737367544323206e-13,"mean_holding":6.116207951070336}

Fixed12ETFpair cash-only adaptation, not exact Gatev replication. Preregistered notes1770/1773; corrected earlier spread exit note1776. Prior60close logratio z>=2abs buys losing leg at nextopen, exit signedz<=.5 nextopen or10sessions; parent partner-control identicalentry/exitdates. Swing adds prior20ADRstop1,target1.5, half+1R/BEfollowingday, earliest parentopenexit or5sessionclose, knownopengaps thenstopfirstdailyambiguity. Fees1bp+5/15bpslip/side. 12cash-separated1000USDsleeves, fractional diagnostic,0cashinterest. Custom orderaccounting reconciledvectorbt max4.55e-13; drawdown on dailyclosingequity, synthetic4phases onlybookkeeping. Train2017–19,holdout2020–25,2026throughSep9separate;2016warmup. CurrentETFsurvivors/reusedhistoricalera, not fullyprospectiveorpoint-in-timeuniverse; rawdividend/15minovernightexit/whole-share12sleeveexecution unvalidated. Actualallocation0. Source https://runway.adityaperswal.workers.dev/data/stock-bars?feed=sip&adjustment=all . {"era":"train","mode":"long","lookback":60,"threshold":2,"cost_bp_side":6,"sample":327,"win_rate":50.764525993883794,"avg_win_pct":1.499011523847512,"avg_loss_pct":1.6188340908095418,"mean_trade_pct":-0.03607454330779597,"return_pct":-0.4634208794411232,"drawdown_pct":-10.201644820705791,"annual_pct":-0.15512292423035534,"quarter_kelly":0,"reconciliation_error":2.2737367544323206e-13,"mean_holding":6.116207951070336}

Executed required CLI with symbols BTC/USD,ETH/USD,SOL/USD, sma-cross fast5 slow50 days617. Source: https://runway.adityaperswal.workers.dev/data/crypto-bars . BTC return+24.768%,DD27.358%,44.444%wins,N9;ETH+98.249%,DD43.756%,50%wins,N6;SOL-9.895%,DD56.787%,20%wins,N10;618dailybars each. These are gross harness outputs, not the frozen pullback strategy. Code inspection finds same-close fills, no fees/slippage, no holdout split, current incomplete day allowed, and ignored pagination token. Premises: realistic costs and unseen validation are required; this run's CLI omits them. Conclusion: reject these outputs as trade authorization and rely on separately recorded vectorbt experiment1991–1993 for the costed research question. Positive headline returns from a different rule do not repair rejected pullback evidence.

Premises: 1. December 2 daily opens differ materially from both intraday reconstruction and an independent exchange. 2. A complete-day mask changes which rolling indicators exist. 3. Fixed-rule net returns remain negative across all three hourly holdouts and reconstructed daily baselines. First order: inconsistent opens/ranges alter hypothetical entries, stops and measured risk. Second order: using different missing-data support changes the trade population, so apparent performance improvements can be selection effects. Third order: selecting the best feed or holdout variant would allocate scarce cash to a measurement artifact, while turnover fees accrue to the venue. Strongest counterargument: true trades or quote-update conventions may legitimately differ across aggregations; this prevents declaring one universal corrected history. It does not establish profitable execution. Revised conclusion: retain both raw histories, label unresolved dates, compare identical availability, and require new independent net execution evidence before risk. Start $235.86 cash; goal repeatable net gain; binding constraint validated edge, not the $349.01 monthly shortfall. Source https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://api.exchange.coinbase.com/products/BTC-USD/candles ; https://docs.alpaca.markets/us/docs/historical-crypto-data-1 .

Premise1: https://investor.avinc.com/events-and-presentations linksSep9Q1deck, noQ1transcriptlinkininspectedlist. PDF https://investor.avinc.com/static-files/f4f2cf5b-081f-4a73-848b-52666a7e9bcc recoveredviadirectrequestsafterweb403. AppendixF: fundedmeansappropriated/obligatedandbillable, notcollectedcash. AppendixH unfunded1457.7-177.6+86.4=1366.5m. Premise2: p7FY27guideunchangedrevenue2125-2225m/EBITDA305-325m, secondhalf55%revenueand2/3EBITDA. Conclusion updatedsourcecoveragewithoutnewcashclaim; priorQ1cash13.496-44.033-5.417=-35.954m https://investor.avinc.com/node/21391 remainsbaselinefromearlierrecord, notnewcalculationfromslide. Keepconference158andfrozenpricegate; noautomaticentry. Thisisboundedmonitorhandoff, notaseconddeepdive.

Premises: 1. Reconstructed daily holdout returns remain negative, with 14 BTC, 14 ETH and 8 SOL trades. 2. Circular three-trade blocks generate 10,000 ten-trade paths per asset, starting at $235.86 with fixed hypothetical $50 positions. Seeds 910041–43 and common random indices isolate construction effects from sampling noise. 3. Reconstructed BTC/ETH/SOL loss frequencies are 84.51%/52.15%/91.81%; median ending capital $232.71/$235.46/$223.35; 95th-percentile drawdowns $10.25/$12.45/$28.53. Matched supplied-daily BTC loss frequency 87.79%, median $232.32; ETH and SOL paths are exactly identical to reconstruction. Conclusion: no approved allocation. Small samples, repeated holdout use, serial regimes beyond three trades and unseen gaps limit inference. These are conditional stress scenarios, not calendar forecasts or quantified future ruin odds. No joint portfolio or 15-minute stop simulation. Whole-capital accounting reproduces vectorbt returns within 8.53e-14 percentage points. Source https://runway.adityaperswal.workers.dev/data/crypto-bars ; backtests1991–1993.

Re-read originalrecords1896/1939, NOT a newrun or newindependentsample. Costedvectorbt20high/10lowchannelclose-rule,nextopenexec,SMA50filter:fees5bp/slip10bpeachside;2022-24train-54.0393%,2025-Sep9holdout+144.1551%,DD22.9576%,7closedtrades,42.8571%wins,avgwin42.9894%,avgloss5.8732%,mean15.0679%,bootstrap95%CI[-4.1565,44.1486]%;stressslip30bpreturn136.9402%. Source https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=SSL&timeframe=1Day&feed=sip&adjustment=all . PriorCLIbreakout20/3%stop/4.5%target1460days:11.0736%return,20.672%DD,37.143%win,N70,uncosted/noholdout; differentexitstructure,notcombinable. Freezealloriginalparametersandoutcomes; currentprimarynewsdoesnotjustifyretestingselectedwinner. Originaltestcurrent-universebias,smallNandunvalidated15minvenueexitsremain. PointquarterKellycanexceed1butuncertainty-awareapproved0. No newstrategytrusted ortraded.

Premises:70SIPadjustedcompletedbarsJun1-Sep9 https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=SSL&timeframe=1Day&feed=sip&adjustment=all . Sep9close14.58>prior20high13.33>SMA50 11.4406,SMA20 12.139;20session+26.6725%,last2sessions+18.8264%;ADR20 .32173,RSI14EWMsmoothing66.8285 (70barwarmup). These are correlatedtrendrepresentations, notindependentsources. Frozen1896 breakoutrequiresclose>prior20high/SMA50, hence signaly es; profitabilitygatefails. Hypothetical1ADRrisk.32173/1.5ADRtarget.482595 cannotinheritdailychannelexitbacktest; intradayentry,+1Rpartial,and15mincheckedstopsunvalidated. Nolevelsorqueuedorderrecommended. No liveovernightquoteinferredfromdailybar. Conclusion size0despitebullishtape; scarcityresearchdoesnotprovideanewindependentreturntrial.

Premises:FY26analysts https://www.sasol.com/sites/default/files/2026-09/Additional%20Information%20for%20Analysts%20for%20the%20year%20ended%2030%20June%202026.pdf defines Natrefmargin25.10USD/bbl and7-8break-evenyardstick, extraPraxvolume6.9m; groupEBITsensitivity840Rm perUSD1crack,810Rm perZAR.10FX. (1) Full-yearlostaccessatunchangedvolume/margin has117.99-124.89mUSD margin-abovebreak-evenproxy (6.9*(25.1-[8,7])), NOT incrementalFCF because fixedcost/termsofaccess/tax/replacementnotidentified. Equivalent2.37-2.51USDannualgroupcrackusingFY26avgFX16.89, indicativecross-businesssensitivityonly. (2) Hypothetical10/25/50%loss of FY26reportedNatrefpace for30days=0.212/0.530/1.060mbarrels, grossmarginproxy5.32/13.31/26.61mUSD, before repair/mitigation/insurance; actualunitlossunknown. (3) ZAR.50strengthening annualprehedgeEBIT-4050Rm coulddominate; don'taddcorrelatedoil/crack/FXshocksasindependent. (4) Sep9SIP14.58 timesJun30ordinary647.8m=9444.924mUSD equityproxy. FY26FCF11889Rm atHISTORICALJun30FX16.39=725.38mUSD =>7.680%trailingyieldproxy; plusJun30netdebtincludingleases4323m gives13767.924mEVproxy /FY26EBITDA60705/16.89=3.831x. Price https://runway.adityaperswal.workers.dev/data/stock-bars . NotcurrentfullyreconciledEV: missingcurrentFX,debt,dilution,BEE/NCI,treasury/pensionadjustments,FXbasesdiffer; nofairvalue/targetinferred. Strongbullcase lowheadlinevaluation andcashpositivebusiness; countercase peakmacro/tempaccess andhigherFY27capex. Conclusion watchbusiness, nooutage-renttrade; testsstillbinding.

Executed node /app/agent/dist/backtest.js --symbols IPHA --strategy momentum --lookback20 --days1800 --stop-pct5 --target-pct7.5 (actualCLIspacesbetweenflags/values). 1157IEXbars,110trades,return-75.247754%,DD75.762795%,win25.454545%,average-1.150144%,buyhold-65.694683%. Sameas1941, nofreshindependentedge orOOSclaim. GenericCLI lacks explicitcostsandseparateholdout; stoppricefillsdo notvalidate15minvenue. It isdiagnosticonly; independentchronologicalcostedcalendarstudyrecordedseparatelyandalsofails. Nochangefromrepeatresult. Data https://runway.adityaperswal.workers.dev/data/stock-bars?feed=iex&timeframe=1Day .

Premises1 note1774 frozenbeforeprices:18 advancecalendarreports2022–May2026,2022–24trainN12/2025–26holdoutN6, noeventselectedonreturn. Sourcesfiveissuerannualcalendarobservations19995–99; allbeforeCETopen, noAGM/futureevents.2 Buy5thUSprioropen, selllastpriorclose or1ADR20stop/1.5ADR20target; prior20only, gapopenprecedence,stopfirstintradayambiguity. vectorbt longonlycash,reinvestnonoverlappingtrades, fees10bp/side,slippage25bp(base)/50bp(stress). All72eventoutcomes reconciledcashformula and8portfolio totals; initialdefaultshortbugcaughtandcorrectedbeforerecording.3 Basebarriertrain-29.0994%,DD30.3031%;holdout-10.4636%,DD12.1874%,p33.3333%,W7.67464%,L6.25470%,mean-1.61159%,bootstrapCI[-6.34633,3.30274]%. Stressholdout-13.1098%;timeonlybase-15.1724%/stress-17.6795%. All8split/mode/costcellsnegative, rawquarterKelly0. Conclusionreject,notretune. Limitations:1issuer,N6,calendarrevision/earlypipelinearchiveincomplete,20daydollarvolall18<1m; notSobi-financing-conditioned cohort. Syntheticopen/close markDDdoesnotcaptureallintradayDD; dailytouchfills, fractionalabstractcapital/no+1Rpartialnotvenueexecution. Fees/slippageassumptions,actualquotesunknown. Counterexamplechangedfundingregimecouldalterfuturepayoff; needsindependentcohort,notinvalidationofnegativeobservedtest. Data https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=IPHA,SPY&timeframe=1Day&feed=sip&adjustment=all . Inputs/results20000–17andcompanionaggregates; code /tmp/codex-run-EyESFK/ipha_test.py . Noorder.

Premises1 CompleteUTCdaysbefore2025Jul13:N284BTC/285ETH/285SOL,all daily/hourlycloses differ>.01bp;afterN423/422/421only6/1/0differ. Premeans signed+.2113/+.2575/-.0432bp,rangeBTC[-8.2231,9.4753],ETH[-9.2208,9.0230],SOL[-11.5241,9.8573].2 July12minutecontrolBTC/SOLdailyclosematcheslastminuteopen,ETHprecedingminuteclose;consistentwithdifferentupdateconventions butnotprovedcausal.3 SeparatelyNov23–Dec18tencommonOHLCanomalydates,largeDec2opensandvolumeshortfall,repeatedfetchunchanged. Conclusion separate smallhistoricalcloseconstruction from large late2025baranomalies;recentpasscannotvalidateoldhistory. Soundness:posthocbreakpoint,multipledependentassets,non-randomdates,noformalcausalidentification;allthreeAlpacafrequenciesoneorigin,CoinbaseindependentonlyDec2. Validity: directcomparisons refute exactequivalence;do notclaimwhichvendorcomponentfailed. July13isnotatradingsignal. Sources https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/historical-crypto-data-1 . Boundedproviderforumsearchreturnedstockissues,notcryptoexplanation;absenceofdocumentationisnotproofnoneexists.

Premise1:Aug28ACSA viaGCIS https://www.sanews.gov.za/south-africa/acsa-reassures-passengers-over-jet-fuel-supply demand3850m3/day,Natref70-80%,stock5-6days,crisis3days. Currentstocksunknown; Sep1operatorconfirmsPARTIAL supply mitigation https://www.sasol.com/media-centre/media-releases/natref-operational-update . Premise2:fullNatref-lossSTRESSdisplaces2695-3080m3/day,75460-86240m3/28days. Assumingnormalotherflowscontinue andnoextras, bufferabovecrisis7700-11550m3 gives2.50-4.29days; NOT currentcountdown. Numpyseed91004,10000paths,28days,independentuniforminitialstock5-6andNatrefshare.7-.8; hypotheticalextraimportreplacements25/50/75/90/100%ofdisplacedflow. AllNatrefremovedisdeliberatelyadverseandNOTobserved. Simulatedsharebelow3days100/100/100/10.13/0%;medfirstcrossday5/7/14/28/NA. NegativealgebraicstocktrackedasUNMETdemand, actualstockfloored0; demandcurtailment/refinerypartialoutput/feedbackomitted. Theseareconditionaldistributionoutputsfromarbitraryuniforms, notempiricalshortageprobabilitiesorstockwinprobabilities. Conclusion observepaidreplacementflowsandcurrentstockratherthanassigntradeodds. Size0; noKellyfromthismodel.

Premise1:70completedSIPadjustment=all dailybars Jun1-Sep9, no missingpagination, 69returns https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=SSL&timeframe=1Day&feed=sip&adjustment=all . Pythonpandas simpledailyreturnmean.2463%,median.6102%,SD3.3649%,p05-4.5143/p95+5.0489; Pearsonreturn/logvolume.02855,absreturn/(high-low)/close .23503. Descriptive selectedregime, no causalregression orindependententryedge. Premise2:3annualcompanyobservations FY24-26 showNatref17.8/14.7/25.8m bbl andmargins18.13/5.76/25.10, butFY25twomonthfire, FY26Praxaccess andmacrochangeconfoundbeforeafter (https://www.sasol.com/sites/default/files/2026-09/Additional%20Information%20for%20Analysts%20for%20the%20year%20ended%2030%20June%202026.pdf; https://www.sec.gov/Archives/edgar/data/314590/000110465926104048/ssl-20260630x20f.htm). Decomposition6.9/11.1=62.16%access,remaining4.2m growthdoesnotestimateoutagebenefit. Conclusion do not regress3aggregatepointsorcall70currentbars independentalpha; nextstudy needsprospective paidvolume/cash observationswithmatchedoperatingcontrol. Missing dailyNatrefoutput/localjetnetbacks prevent matching; no invented correlationswiththoseunobservedseries.

Premises1 Note1772frozenclose>SMA50day AND3dayreturn<0;nextopenentrywhenflat,exitpriorclose>SMA5dayor5calendardays;hourly1200/72/120windows.2 Vectorbt25bpfees+10bpslippageeachside,20bpstress,40/60neighborsnotselected.2024Octwarmup;2025train,2026Jan1–Sep9holdout,reset100cash,endlastrealopenliquidation,noinventedexecutionprices.3 supplieddaily,reconstructedfrom24hourdays,andhourly tested; matched supplieddaily usesidenticalmissingdaymask. Train [{"source":"daily","return":-22.817232146443544,"n":24},{"source":"reconstructed","return":-17.97705352272135,"n":23},{"source":"hourly","return":-55.64083504794042,"n":152}]. OOS supplieddaily -21.4602% N12;reconstructed -18.9768% N8;matched -18.9768% N8;hourly -50.1622% N82. Hourly wholecapitalmean -0.830655%,win 10.9756%,avgwin/loss 0.536507/0.999209%;quarterKelly0. Conclusion noentry. 120cells recorded19931–70,4positiveOOSneighborsdo not select. PreviouslyseenOOS isreanalysis,notnewindependentvalidation. Unreconciledvendorcause,quotemidpointfills,15minstops/greenexitsunvalidated;no deployable stops/targets. TradepayoffsdividevbtReturnby1.0025,credit-assetfeeapproximation. Source https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees .

Premises1 Note1772frozenclose>SMA50day AND3dayreturn<0;nextopenentrywhenflat,exitpriorclose>SMA5dayor5calendardays;hourly1200/72/120windows.2 Vectorbt25bpfees+10bpslippageeachside,20bpstress,40/60neighborsnotselected.2024Octwarmup;2025train,2026Jan1–Sep9holdout,reset100cash,endlastrealopenliquidation,noinventedexecutionprices.3 supplieddaily,reconstructedfrom24hourdays,andhourly tested; matched supplieddaily usesidenticalmissingdaymask. Train [{"source":"daily","return":14.298592835602305,"n":19},{"source":"reconstructed","return":14.298592835602305,"n":19},{"source":"hourly","return":-52.53878157553182,"n":118}]. OOS supplieddaily -0.3949% N21;reconstructed -3.4189% N14;matched -3.4189% N14;hourly -54.3360% N111. Hourly wholecapitalmean -0.694297%,win 8.1081%,avgwin/loss 0.648391/0.812769%;quarterKelly0. Conclusion noentry. 120cells recorded19931–70,4positiveOOSneighborsdo not select. PreviouslyseenOOS isreanalysis,notnewindependentvalidation. Unreconciledvendorcause,quotemidpointfills,15minstops/greenexitsunvalidated;no deployable stops/targets. TradepayoffsdividevbtReturnby1.0025,credit-assetfeeapproximation. Source https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees .

Premises1 Note1772frozenclose>SMA50day AND3dayreturn<0;nextopenentrywhenflat,exitpriorclose>SMA5dayor5calendardays;hourly1200/72/120windows.2 Vectorbt25bpfees+10bpslippageeachside,20bpstress,40/60neighborsnotselected.2024Octwarmup;2025train,2026Jan1–Sep9holdout,reset100cash,endlastrealopenliquidation,noinventedexecutionprices.3 supplieddaily,reconstructedfrom24hourdays,andhourly tested; matched supplieddaily usesidenticalmissingdaymask. Train [{"source":"daily","return":-9.66791139229285,"n":26},{"source":"reconstructed","return":-4.325501258144527,"n":20},{"source":"hourly","return":-55.63734164418271,"n":133}]. OOS supplieddaily -5.0019% N19;reconstructed -9.8920% N14;matched -10.7009% N14;hourly -51.3779% N109. Hourly wholecapitalmean -0.655568%,win 9.1743%,avgwin/loss 0.260183/0.748068%;quarterKelly0. Conclusion noentry. 120cells recorded19931–70,4positiveOOSneighborsdo not select. PreviouslyseenOOS isreanalysis,notnewindependentvalidation. Unreconciledvendorcause,quotemidpointfills,15minstops/greenexitsunvalidated;no deployable stops/targets. TradepayoffsdividevbtReturnby1.0025,credit-assetfeeapproximation. Source https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees .

Premises:1 Aug14 offering exhibit projects runway throughQ1 2028 using equity PLUSUSD75mSobi closing payment; this supersedesAug10Q3 2027 for thecombinedcase. Source https://www.sec.gov/Archives/edgar/data/1598599/000162828026057935/exhibit993.htm . 2 Aug19filing confirms equitycompletedAug18,EUR27.6mexpectednet; priorityADC development, notexclusivelylacutamab. Source https://www.sec.gov/Archives/edgar/data/1598599/000162828026057935/a260819_6k1.htm .3 Sobi/InnatejointAug10agreement givescommercialrights onpotentialacceleratedapproval andoptiontoassumefulldevelopmentafterpositivePhase3; InnateconductsTELLOMAK3. Source https://www.sobi.com/en/press-releases/sobi-enters-strategic-partnership-innate-pharma-license-lacutamab-t-cell-lymphoma-2472935 .4 LatestMar31financialassets25.4mEURinclude4.9mshortterm+10.4mnoncurrent; Pythoncashresidual10.1m, notcurrentcash. Source https://www.innate-pharma.com/media/all-press-releases/innate-pharma-reports-first-quarter-2026-business-update-and-financial-results . Conclusion replace an imminent-unfunded-company baseline with materiallyimprovedconditionalrunway; doNOTassertcompletionfunding oractual75mreceipt. Soundness: officialissuersclosesttocontractbutincentivized; jointcopiesnotindependent; fullcostschedule/currentbalance/closingdocumentmissing. Validity: runwayforecastcannotlogicallyimplyfullyfundedrandomizedcompletion. Counterargument futuremilestones/royaltiescouldfinancecompletion; correct, sofuturefundinggap isunknown ratherthancertain. NextSep17reportmustreconcileclosing,subsequentevents,cashdefinition,burnandtrialcommitments. Noapprovalprobability orstocktargetfromfundingheadline.

Premises: operatorAugust26partialcommitments andSep1mitigation https://www.sasol.com/media-centre/media-releases/natref-operational-update ; FY26 jointoperation/rescueaccess https://www.sasol.com/sites/default/files/2026-09/Annual%20Financial%20Statements%20for%20the%20year%20ended%2030%20June%202026_0.pdf; departmentBFPmethod https://www.dmre.gov.za/default.aspx?tabid=360 ; Item3.Dhedges/insurance/Transnet https://www.sec.gov/Archives/edgar/data/314590/000110465926104048/ssl-20260630x20f.htm. First order: loss of usableNatref output removes refiningcontribution andforcesimports/inventoryuse; Prax-distress access historicallybenefitedSasolbutincreasedcrude/WIPfinancing. Second: paidcoastalimports/rail/pipelinecapacitymightbenefitexternalrefiners/transporters while airlinefuelreplacement/operationalcosts rise, but currentpaidvolumes/netmarginsandlistedbeneficiariesunidentified. Morethroughputisnotpricingpower underimportparity; don'textendregulatedpetrol/dieselformulatoalljetcontracts. Third: inventoryunwindcanimproveFCFwhileoutputfalls, or highpurchasecosts/writedownsconsumeit; newPraxowner maywithdrawadditionalcapacity andbanks/creditorsgetcashbeforeequitydividends. Strongcounterargument:Sasolsyntheticfuelscanprofitfromglobalcracksanddisplacedsaleswhileownrefinerylosesoutput; netgrouppriceexposurepositivewithoutanylocalshortagerent. Departmentframework andcompanyrisks supportthis distinction, not quantifiedoutagepayoff. Currentarrangement benefitsSasolwhenextraqualifiedoutputearnsabovecapitalcost; partnerrescue creditors preserveassetvalue; consumersbenefitfromcontinuity. Noverifiedcompanyreceipts => no tradeinSSL,foreignlogistics,airlines orcrypto.

Numbered premises: (1) FY26 Natref reported production25.8m bbl versus14.7m;6.9m is above Sasol63.64% share capacity, not an equity acquisition (https://www.sasol.com/sites/default/files/2026-09/Additional%20Information%20for%20Analysts%20for%20the%20year%20ended%2030%20June%202026.pdf p20). That is26.74% reported output and62.16% of11.1m annual increase. Removing additional access leaves18.9m,28.57% aboveprior; real reliability improvement remains. (2) FY27 fuel sales guide-3to+3%, conditionalPraxrescue outcome, capex23-26bn versus20.872bn. (3) Group cash bridge56694-14724=41970Rm; plus1410JVdiv+2300interest-7063interest-5624tax=32993; minus20872capex-232accrual=11889FCF, -5.33% YoY. Headline+22% beforeWC and-12.20% generated afterWC both true. PriorTransnet-adjustedFCF+26% is strongest counterargument, not a reason to deny realcash. (4) AFS inventory grew8528Rm, raw/WIP account7058, NRVwrite-down1321vs171, while inventory buffers supply (https://www.sasol.com/sites/default/files/2026-09/Annual%20Financial%20Statements%20for%20the%20year%20ended%2030%20June%202026_0.pdf pp78/117). (5) Augustoutage is FY27 subsequent event; Sep1mitigation is not restoredvolume or localpricepremium https://www.sasol.com/media-centre/media-releases/natref-operational-update . Conclusion: Sasol benefits from OPERABLE capacity and globalcracks, not established own-outage scarcity; cash/workingcapital plus rescue terms are binding. Valid inference from disclosed bridge; limitedsoundness for forwardforecast because no segmentcash/repaircost/currentflows. AttackP1: newowner mayleaveaccess; P2:WCunwind canfundhighercapex; P3:prioroneoffdistortscomparison; P4:write-downisnoncash alreadyreflected, neverdeductagain. These prevent automaticshort as well as automaticlong. Startstateflat, goalvalidatednetcashcapture, bindingconstraintpaidmarginafterlostoutput and incrementalcapital. Size0.

Premises1 2024Oct1–2026Sep9 downloaded709daily bars each,17014/17014/17009hourly;0duplicates,2/2/7missinghours. Only24hourdays compared.2 Every25offset(-12..12) comparison has bestmeanOHLCerror atUTC;2025max584.37/732.74/1014.05bpBTC/ETH/SOL remains.3 Dec2repeatdaily/hourlysame;minute aggregates reproduce hourlyOHLCV. Coinbase independent24hourcontrol opens86282.35/2798.25/126.65vsAlpacahourly86270.82/2798.84/126.67 (within2.11bp);supplieddaily91625.132/3020.1375/139.716 (619.22/792.95/1031.66bpfromCoinbase).4 No minute-open match or minute-tail volume match reproduces supplieddaily. Conclusion quarantine supplieddaily execution/range inputs on flaggeddates; simpletimezone,missing24hours,transientfetch and simpletail explanations fail. Inference: intradayopens more plausible onDec2,not proof everyhour correct. CounterexampleSOLhourlylow124.3vsCoinbase126 shows differingquotes/venueextrema; vendorcause unresolved,do not replace all history blindly. Sources https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://api.exchange.coinbase.com/products/BTC-USD/candles ; sameETH-USD,SOL-USD paths. Observations19902–16.

Premises1 Provider https://docs.alpaca.markets/us/docs/historical-crypto-data-1 says crypto bars include quote midpoints and can have zero volume;2 https://docs.alpaca.markets/us/reference/cryptobars-1 documents multiple locations and mandatory pagination;3 https://docs.alpaca.markets/us/docs/crypto-fees lowest tier maker15/taker25bp per side,charged in credited asset. Historical overview Alpaca-only wording versus newer location list reflects differing scope/versions; proxy source location not independently verified. Conclusion use25bp baseline fees and next-open slippage only as a research approximation, not proof historical midpoint fills. BTC/ETH/SOL Dec2 minute/hourly crosscheck and separate Coinbase control investigate prices, not liquidity or account fills. Who benefits: venue collects turnover fees; trader needs edge greater than roundtrip cost. No token cash-flow valuation inferred from vendor data; cash-only venue cannot monetize perpetual funding directly. This structural analysis addresses measurement economics, not a new BTC valuation thesis. Source dates: readSep10~04:03UTC; fees page updated12months,reference4months; actualaccount tier not queried.

Start:187.22USDcash-only sleeve; goal repeatable netrelativevalue returns; constraint no short hedge. Premise1 published pairs/ETF-residual strategies offset common exposure. Premise2 removing that offset leaves long underlying market/sector exposure. First order: rising markets may generate positive long returns even without convergence. Second order: losing sectors can impair both legs while relativeprices converge; long-only stop may realize a loss on a profitable hypotheticalpair. Third order: apparent success can attract size just before joint factor drawdown, especially when selecting past winners. Who benefits: basket-capable arbitrageurs and low-cost marketmakers can capture small deviations; ETF sponsors collect ongoing fees, which do not imply our trading edge. Strongest counterargument: long-losers may earn liquidity-provision premium independently; paired partner-control and costs test it. Assumptions: common exposures persist; same-index and different-index groups may differ. No directionalmacroforecast or automaticallocation. Sources https://repec.som.yale.edu/icfpub/publications/2573.pdf ; https://traders.berkeley.edu/papers/Statistical%20arbitrage%20in%20the%20US%20equities%20market.pdf ; https://www.investor.gov/introduction-investing/general-resources/news-alerts/alerts-bulletins/investor-bulletins-24 .

P1 ETF authorized participants can exchange creation/redemption baskets; small secondary-market investors cannot infer a guaranteed NAV conversion. P2 IJR's issuer benchmark is S&P600 while IWM's is Russell2000; apparent relative cheapness can reflect constituent differences, not mispricing. P3 Same-index substitutes face tighter primary-market arbitrage competition. Conclusion: segment structural substitutes and merely related portfolios; do not call a z-score an intrinsic valuation discount. Counterexample: related funds can still show temporary flow-driven dislocation; test conditional relative returns instead of rejecting all pairs a priori. Current IJR144.25close isSep8 whereas142.68NAV isSep9, so no computed premium from these mismatched fields. Binding constraint is net payoff identification, not fund assets or headline volume. Sources https://www.investor.gov/introduction-investing/general-resources/news-alerts/alerts-bulletins/investor-bulletins-24 ; https://www.ishares.com/us/products/239774/ishares-core-sp-smallcap-etf ; https://www.ishares.com/us/products/239710/ishares-russell-2000-etf .

Start state: Quant$187.22cash, account$850.99, no holdings/pendingorders. Goal: repeatable positive net returns. Binding constraint: independently supported payoff under actual venue exits, not scarcity of interesting names. P1 Currentdirectory screening returned12651USsnapshots,40foreignhistories and32nonemptycryptohistories; stale/nonstandard/missingcoverage explicitlyrecorded. P2 AQRcashadaptation monthlyholdout+39.6058% has72monthmeanCIcrossingzero andalpha t.854; short-horizonversionN1239mean-.14538%,return-3.5853%,dailycloseDD-6.2156%,p46.489%,avgW1.13668%/avgL1.25921%,quarterKelly0. Stressreturn-8.2283%. P3 BTC/ETH+SOLcashthird2025holdout-8.6448%,N3; SOL418missingdays cannot be imputed. P4 NewODD/ASO/SIG/FTK/SKHYprimaryfindings support different prospectivehypotheses but no independentcostedeventedge; theirselectionfromcurrentwinnerslimitsinference. P5 No currentfrozenmonthlyentry; EWT affordabilityalone cannotoverrideedge, mostleadingwholeETFshares exceedfundcap. Conclusion no PROPOSE/EXIT/ADJUST/FUND; actualsize0. Validity: evidencegate impliesstand-down. Soundness: conditionalonproviderdata,costmodel,currentETFsurvivors,reusedera,dailyexitapproximation; doesnotprovealltrend/PEADfails. Strongestcounterargument is profitablemonthlyparentandnewguidance, so retainresearch withoutcatch-upentry. Evidence that wouldchangeallocation: independentpositivecost-stressed,cluster-awareholdout plus15min/overnight/fractionalmanagementvalidation and liveeligibleentry. Opportunityrateandfundinggap349.01/22daysdonotchangesizing. Recorded42uniquetestcells plus6DDcorrections,5fundamentals,all8analysiskinds,2163baseeventoutcomes+exactstressmapping,codearchive1745–51. Due160reviewdone;17004UTC/171FTKreviewarmed;165/166testedcollectors,15/85preserved. No remoteexecutionclaimedbeforeactualpayload. Sources https://www.aqr.com/-/media/AQR/Documents/Insights/Journal-Article/AQR-JPM-Fall-2017.pdf ; https://runway.adityaperswal.workers.dev/data/stock-bars ; https://runway.adityaperswal.workers.dev/data/crypto-bars ; primaryfundamentals1964–68.