Stats

Frozen1720/1721/1724. Fifty predetermined cash ETF sleeves,2016warmup,2017–19train/2020–25holdout/2026separate. Monthend1/3/12returnminusSHYsigns; mixpositivefraction/3,componentsdiagnostics,no selection; passivefullsleeve. Nextsessionopenmonthlytargetweightwithinindependentlycompoundingsleeves,1bpfees+5/15slippage,finaleraclosecostedliquidation. Vectorbtpositionepisodesaggregatepartialresizes; correlatedpositionsnotIIDedge. Inactivecashzero,expensesembeddedprices. Thisislongcashadaptation,notAQRriskbalancedshortfutures; no mandatoryADRexits henceunapproved. Source https://runway.adityaperswal.workers.dev/data/stock-bars?feed=sip&adjustment=all ; https://www.aqr.com/-/media/AQR/Documents/Insights/Journal-Article/AQR-JPM-Fall-2017.pdf . Fullmetrics={"family":"monthly","signal":1,"cost_side":0.0006,"era":"holdout","return":36.36335748362374,"drawdown":-22.149942511542143,"win_rate":46.585903083700444,"sample":908,"avg_win_pct":9.162503827786658,"avg_loss_pct":4.319648715577339,"quarter_kelly_diagnostic":0.05350976760095413,"annual_return":5.308879230893537,"mean_daily_pct":0.022127692070875827,"vol_annual_pct":8.858289669921568,"sharpe_zero_cash":0.6294870239787588,"open_positions":0}

Frozen1720/1721/1724. Fifty predetermined cash ETF sleeves,2016warmup,2017–19train/2020–25holdout/2026separate. Monthend1/3/12returnminusSHYsigns; mixpositivefraction/3,componentsdiagnostics,no selection; passivefullsleeve. Nextsessionopenmonthlytargetweightwithinindependentlycompoundingsleeves,1bpfees+5/15slippage,finaleraclosecostedliquidation. Vectorbtpositionepisodesaggregatepartialresizes; correlatedpositionsnotIIDedge. Inactivecashzero,expensesembeddedprices. Thisislongcashadaptation,notAQRriskbalancedshortfutures; no mandatoryADRexits henceunapproved. Source https://runway.adityaperswal.workers.dev/data/stock-bars?feed=sip&adjustment=all ; https://www.aqr.com/-/media/AQR/Documents/Insights/Journal-Article/AQR-JPM-Fall-2017.pdf . Fullmetrics={"family":"monthly","signal":1,"cost_side":0.0006,"era":"train","return":6.001736051918716,"drawdown":-16.26793343101984,"win_rate":49.34497816593886,"sample":458,"avg_win_pct":6.009947833548016,"avg_loss_pct":4.4041651817270795,"quarter_kelly_diagnostic":0.030560856441032208,"annual_return":1.9686418430345132,"mean_daily_pct":0.008632455331399629,"vol_annual_pct":6.736338812907346,"sharpe_zero_cash":0.3229319076624401,"open_positions":0}

Frozen1720/1721/1724. Fifty predetermined cash ETF sleeves,2016warmup,2017–19train/2020–25holdout/2026separate. Monthend1/3/12returnminusSHYsigns; mixpositivefraction/3,componentsdiagnostics,no selection; passivefullsleeve. Nextsessionopenmonthlytargetweightwithinindependentlycompoundingsleeves,1bpfees+5/15slippage,finaleraclosecostedliquidation. Vectorbtpositionepisodesaggregatepartialresizes; correlatedpositionsnotIIDedge. Inactivecashzero,expensesembeddedprices. Thisislongcashadaptation,notAQRriskbalancedshortfutures; no mandatoryADRexits henceunapproved. Source https://runway.adityaperswal.workers.dev/data/stock-bars?feed=sip&adjustment=all ; https://www.aqr.com/-/media/AQR/Documents/Insights/Journal-Article/AQR-JPM-Fall-2017.pdf . Fullmetrics={"family":"monthly","signal":"mix","cost_side":0.0016,"era":"2026","return":8.888251079859177,"drawdown":-7.631026162380139,"win_rate":58.06451612903226,"sample":62,"avg_win_pct":8.82235778305431,"avg_loss_pct":3.082090991642895,"quarter_kelly_diagnostic":0.10853588353020575,"annual_return":13.247669551892827,"mean_daily_pct":0.05232670403799543,"vol_annual_pct":11.918541793621799,"sharpe_zero_cash":1.1063710348049043,"open_positions":0}

Frozen1720/1721/1724. Fifty predetermined cash ETF sleeves,2016warmup,2017–19train/2020–25holdout/2026separate. Monthend1/3/12returnminusSHYsigns; mixpositivefraction/3,componentsdiagnostics,no selection; passivefullsleeve. Nextsessionopenmonthlytargetweightwithinindependentlycompoundingsleeves,1bpfees+5/15slippage,finaleraclosecostedliquidation. Vectorbtpositionepisodesaggregatepartialresizes; correlatedpositionsnotIIDedge. Inactivecashzero,expensesembeddedprices. Thisislongcashadaptation,notAQRriskbalancedshortfutures; no mandatoryADRexits henceunapproved. Source https://runway.adityaperswal.workers.dev/data/stock-bars?feed=sip&adjustment=all ; https://www.aqr.com/-/media/AQR/Documents/Insights/Journal-Article/AQR-JPM-Fall-2017.pdf . Fullmetrics={"family":"monthly","signal":"mix","cost_side":0.0016,"era":"holdout","return":36.825524565378046,"drawdown":-14.409872683671033,"win_rate":38.41961852861036,"sample":367,"avg_win_pct":7.074519959787137,"avg_loss_pct":5.35669065474796,"quarter_kelly_diagnostic":0,"annual_return":5.368322138088377,"mean_daily_pct":0.02212872625068005,"vol_annual_pct":8.198855186991967,"sharpe_zero_cash":0.6801484948799642,"open_positions":0}

Frozen1720/1721/1724. Fifty predetermined cash ETF sleeves,2016warmup,2017–19train/2020–25holdout/2026separate. Monthend1/3/12returnminusSHYsigns; mixpositivefraction/3,componentsdiagnostics,no selection; passivefullsleeve. Nextsessionopenmonthlytargetweightwithinindependentlycompoundingsleeves,1bpfees+5/15slippage,finaleraclosecostedliquidation. Vectorbtpositionepisodesaggregatepartialresizes; correlatedpositionsnotIIDedge. Inactivecashzero,expensesembeddedprices. Thisislongcashadaptation,notAQRriskbalancedshortfutures; no mandatoryADRexits henceunapproved. Source https://runway.adityaperswal.workers.dev/data/stock-bars?feed=sip&adjustment=all ; https://www.aqr.com/-/media/AQR/Documents/Insights/Journal-Article/AQR-JPM-Fall-2017.pdf . Fullmetrics={"family":"monthly","signal":"mix","cost_side":0.0016,"era":"train","return":10.349238469001598,"drawdown":-13.355983762439184,"win_rate":47.29064039408867,"sample":203,"avg_win_pct":4.735582388712451,"avg_loss_pct":4.729103861076892,"quarter_kelly_diagnostic":0,"annual_return":3.348791921023997,"mean_daily_pct":0.013932363225214033,"vol_annual_pct":6.6175608914479955,"sharpe_zero_cash":0.5305512998439068,"open_positions":0}

Frozen1720/1721/1724. Fifty predetermined cash ETF sleeves,2016warmup,2017–19train/2020–25holdout/2026separate. Monthend1/3/12returnminusSHYsigns; mixpositivefraction/3,componentsdiagnostics,no selection; passivefullsleeve. Nextsessionopenmonthlytargetweightwithinindependentlycompoundingsleeves,1bpfees+5/15slippage,finaleraclosecostedliquidation. Vectorbtpositionepisodesaggregatepartialresizes; correlatedpositionsnotIIDedge. Inactivecashzero,expensesembeddedprices. Thisislongcashadaptation,notAQRriskbalancedshortfutures; no mandatoryADRexits henceunapproved. Source https://runway.adityaperswal.workers.dev/data/stock-bars?feed=sip&adjustment=all ; https://www.aqr.com/-/media/AQR/Documents/Insights/Journal-Article/AQR-JPM-Fall-2017.pdf . Fullmetrics={"family":"monthly","signal":"mix","cost_side":0.0006,"era":"2026","return":9.251310250662236,"drawdown":-7.617578268557901,"win_rate":59.67741935483871,"sample":62,"avg_win_pct":8.795296268931436,"avg_loss_pct":3.009210976777107,"quarter_kelly_diagnostic":0.11470376300089588,"annual_return":13.799758844375987,"mean_daily_pct":0.054258591001023565,"vol_annual_pct":11.909198889710034,"sharpe_zero_cash":1.1481179430189914,"open_positions":0}

Frozen1720/1721/1724. Fifty predetermined cash ETF sleeves,2016warmup,2017–19train/2020–25holdout/2026separate. Monthend1/3/12returnminusSHYsigns; mixpositivefraction/3,componentsdiagnostics,no selection; passivefullsleeve. Nextsessionopenmonthlytargetweightwithinindependentlycompoundingsleeves,1bpfees+5/15slippage,finaleraclosecostedliquidation. Vectorbtpositionepisodesaggregatepartialresizes; correlatedpositionsnotIIDedge. Inactivecashzero,expensesembeddedprices. Thisislongcashadaptation,notAQRriskbalancedshortfutures; no mandatoryADRexits henceunapproved. Source https://runway.adityaperswal.workers.dev/data/stock-bars?feed=sip&adjustment=all ; https://www.aqr.com/-/media/AQR/Documents/Insights/Journal-Article/AQR-JPM-Fall-2017.pdf . Fullmetrics={"family":"monthly","signal":"mix","cost_side":0.0006,"era":"holdout","return":39.605809154891936,"drawdown":-13.763308556667475,"win_rate":40.87193460490463,"sample":367,"avg_win_pct":6.8500842512898545,"avg_loss_pct":5.386789324735792,"quarter_kelly_diagnostic":0,"annual_return":5.722426707693673,"mean_daily_pct":0.023464078784320205,"vol_annual_pct":8.202274437908942,"sharpe_zero_cash":0.7208912477154468,"open_positions":0}

Frozen1720/1721/1724. Fifty predetermined cash ETF sleeves,2016warmup,2017–19train/2020–25holdout/2026separate. Monthend1/3/12returnminusSHYsigns; mixpositivefraction/3,componentsdiagnostics,no selection; passivefullsleeve. Nextsessionopenmonthlytargetweightwithinindependentlycompoundingsleeves,1bpfees+5/15slippage,finaleraclosecostedliquidation. Vectorbtpositionepisodesaggregatepartialresizes; correlatedpositionsnotIIDedge. Inactivecashzero,expensesembeddedprices. Thisislongcashadaptation,notAQRriskbalancedshortfutures; no mandatoryADRexits henceunapproved. Source https://runway.adityaperswal.workers.dev/data/stock-bars?feed=sip&adjustment=all ; https://www.aqr.com/-/media/AQR/Documents/Insights/Journal-Article/AQR-JPM-Fall-2017.pdf . Fullmetrics={"family":"monthly","signal":"mix","cost_side":0.0006,"era":"train","return":11.494014788073436,"drawdown":-12.901678278921679,"win_rate":48.275862068965516,"sample":203,"avg_win_pct":4.840300699120874,"avg_loss_pct":4.627932660894346,"quarter_kelly_diagnostic":0,"annual_return":3.7061725998846384,"mean_daily_pct":0.01530038404114599,"vol_annual_pct":6.6139347938572834,"sharpe_zero_cash":0.5829656473102491,"open_positions":0}

Premises1 CompletedSep9frozenpullbackall8true:BTCclose78283.41>SMA5070194.26,mom3-2.5641%;ETH2467.7>2137.79,-1.8981%;SOL101.5535>85.93,-4.6706%;LINKmom3-10.8443%,UNI-15.5985%.2 ADR20BTC2598.90USD/ETH101.55/SOL6.327/LINK.7850/UNI.5733; annualRV3047.84/74.19/65.21/83.69/115.49%,bigmovementsnotautomaticallyoverreaction.3 Localfreshquote7/10(rejectUNInegativeage),costrecoveryBTC.5225%,ETH.5449%,SOL.5914%,LINK.714%,UNI.7197%,LTC1.0881%; fees25bpeachside. Displayedmajoraskdepth78–96USDbelow212.75positioncap.4 Priortrend-followingfailed;newdaily/hourlypullbackoutcomespendingcannotauthorizeentrynow. Conclusionrange-basedfuturestop/targetmustbevalidatedwithentryandexits;do notconvertADRintoanorderbeforepayoffedge. Countercasesustaineduptrendwouldbenefitpullbacks,structuralbreakwouldamplifylosses. Sources https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://runway.adityaperswal.workers.dev/data/crypto-snapshots ; https://docs.alpaca.markets/us/docs/crypto-trading .

Premise1:1175 SIP adjustment=all daily bars Jan2022–Sep9'26, no pagination https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=IREN&timeframe=1Day&feed=sip&adjustment=all . Preregistered1723 before run. Vectorbt longonly close>prior20high and SMA50, nextopen entry; close<prior10low nextopen exit. Fees5bp and slippage10bp each side;30bp stress. Flat at split:2022–24train,2025on holdout. Premise2:training 61.7789%, holdout 102.4264%, drawdown 72.1911%, closedN8, wins25.000%, mean23.4239%, 10000bootstrap95%CI[-17.5992,77.0301]%. Premise3:96 total cells across4symbols,3lookbacks,2exits,2periods,2costs recorded; primary rule frozen, no winner selection. Conclusion no capital: CI crosseszero; trade/sample returns are closed only while portfolio includes marked open lot. Daily channel exits are not venue15min stop/target or+1Rpartial simulation. Currentwinner universe selection, regime shift, corporate-action basis and overlapping exposure limit soundness. Positive return is strongest counterargument, but unvalidated executable expectancy remains binding.

Premise1:1175 SIP adjustment=all daily bars Jan2022–Sep9'26, no pagination https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=ATI&timeframe=1Day&feed=sip&adjustment=all . Preregistered1723 before run. Vectorbt longonly close>prior20high and SMA50, nextopen entry; close<prior10low nextopen exit. Fees5bp and slippage10bp each side;30bp stress. Flat at split:2022–24train,2025on holdout. Premise2:training -19.5805%, holdout 114.3957%, drawdown 25.1085%, closedN6, wins50.000%, mean16.6771%, 10000bootstrap95%CI[-1.6939,43.0793]%. Premise3:96 total cells across4symbols,3lookbacks,2exits,2periods,2costs recorded; primary rule frozen, no winner selection. Conclusion no capital: CI crosseszero; trade/sample returns are closed only while portfolio includes marked open lot. Daily channel exits are not venue15min stop/target or+1Rpartial simulation. Currentwinner universe selection, regime shift, corporate-action basis and overlapping exposure limit soundness. Positive return is strongest counterargument, but unvalidated executable expectancy remains binding.

Premise1:1175 SIP adjustment=all daily bars Jan2022–Sep9'26, no pagination https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=SSL&timeframe=1Day&feed=sip&adjustment=all . Preregistered1723 before run. Vectorbt longonly close>prior20high and SMA50, nextopen entry; close<prior10low nextopen exit. Fees5bp and slippage10bp each side;30bp stress. Flat at split:2022–24train,2025on holdout. Premise2:training -54.0393%, holdout 144.1551%, drawdown 22.9576%, closedN7, wins42.857%, mean15.0679%, 10000bootstrap95%CI[-4.1565,44.1486]%. Premise3:96 total cells across4symbols,3lookbacks,2exits,2periods,2costs recorded; primary rule frozen, no winner selection. Conclusion no capital: CI crosseszero; trade/sample returns are closed only while portfolio includes marked open lot. Daily channel exits are not venue15min stop/target or+1Rpartial simulation. Currentwinner universe selection, regime shift, corporate-action basis and overlapping exposure limit soundness. Positive return is strongest counterargument, but unvalidated executable expectancy remains binding.

Premise1:1175 SIP adjustment=all daily bars Jan2022–Sep9'26, no pagination https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=FTK&timeframe=1Day&feed=sip&adjustment=all . Preregistered1723 before run. Vectorbt longonly close>prior20high and SMA50, nextopen entry; close<prior10low nextopen exit. Fees5bp and slippage10bp each side;30bp stress. Flat at split:2022–24train,2025on holdout. Premise2:training -46.4835%, holdout -63.6175%, drawdown 67.1654%, closedN10, wins30.000%, mean-7.6294%, 10000bootstrap95%CI[-19.2006,5.4067]%. Premise3:96 total cells across4symbols,3lookbacks,2exits,2periods,2costs recorded; primary rule frozen, no winner selection. Conclusion no capital: CI crosseszero; trade/sample returns are closed only while portfolio includes marked open lot. Daily channel exits are not venue15min stop/target or+1Rpartial simulation. Currentwinner universe selection, regime shift, corporate-action basis and overlapping exposure limit soundness. Positive return is strongest counterargument, but unvalidated executable expectancy remains binding.

Premise1 OLS on252latest matched daily adjustedreturns: EPM alpha-.243994%/day,SPYbeta.045827,XLEbeta1.011687,R2.275285; IPHAalpha-.003762%,SPYbeta1.634852,XLEbeta.171132,R2.043649. These are contemporaneous descriptive coefficients, no causal/event prediction or significance claimed. Premise2 fresh6393securities,6389two-dayreturns Sep8–9 median-.88665%,p05-6.9450,p95+3.5162. Universe currentlist survival/identifier/missingbar biases persist; preferred/warrants can remain. Premise3 own3closedtrades0wins mean-16.380601%,twooperatorliquidations; averagewinner undefined so cannot calibrate profitable ownedge. Conclusion no evidence merely being affordable/beta-exposed creates preeventalpha. Countercase company-specific news can overwhelm sector; need independently costed event sample. Source https://runway.adityaperswal.workers.dev/data/stock-bars?feed=sip&adjustment=all&timeframe=1Day ; runway:query_trades?fund=catalyst ; listing URLs19164. Distinguish6eventholdout positive pointestimate fromuncertainty inrecorded backtest; no pooledcrossfundodds.

Premise1 Sep9completedSIP EPM3.69,SMA20=3.6365,SMA50=3.6822,RSI14=51.84,20sessionreturn-2.122%; conflicting indicators do not supply a directional edge. ADR20=.11124 (3.0146%), so1–1.5ADR target distances .11124–.16686 are descriptive scale, notorders ordefended expectancy. Premise2 IPHA1.95 belowSMA20=2.186,RSI43.626,ADR5.3364%,20sessionreturn-9.3023%; mediandollarvolume56,938 andSep9 46,882 fails frozen1m discoveryfloor. Premise3 overnightstops checked15min can gap; neither dailybar proxy norwhole-sharelot guarantees1%riskbound. Conclusion EPMwatch/IPHAliquidityreject; no targetwidening to satisfyprofitshortfall. Countercase a highvolume release could changeIPHAexecution but requiresfreshspread/depth andnewindependentedge. Sources https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=EPM,IPHA&timeframe=1Day&feed=sip&adjustment=all ; EPMdate https://ir.evolutionpetroleum.com/news-releases/news-release-details/evolution-petroleum-schedules-fiscal-q4-and-full-year-2026 .

Premises from observations19212–25. FTK: Saudi demand raises shipment plans -> receivables/inventory require funding -> supplier/customer bargaining can absorb pricing gains; PREPA approval is distinct from gas-conditioning ability. https://ir.flotekind.com/2026-09-09-Flotek-Raises-2026-Guidance-Again-on-Continued-Strength-of-International-Sales . SSL: refinery disruption reduces local supply -> imports/alternative producers may command higher prices -> issuer volume loss and working capital can offset its favorable refining spread https://sasol.com/media-centre/media-releases/natref-operational-update . IREN: energized land scarce -> customers prepay compute and equipment suppliers gain orders -> GPU delivery/obsolescence and fixed customer terms can transfer risk back to owner https://www.sec.gov/Archives/edgar/data/1878848/000187884826000052/iren-20260630.htm . SUNE: domestic-cell financing -> new capacity late2027/full2028 -> expanded supply may compress future scarcity rents; existing shareholders' economic share depends on merger terms https://ir.sunation.com/sec-filings/all-sec-filings/content/0001213900-26-098099/ea030487601ex99-1.htm . SKHY Indiana packaging mass productionH2'29 cannot release2026 constraints https://news.skhynix.com/en/groundbreaking-ceremony-in-indiana/ . Counterexamples: contracts may protect margin, deposits reduce financing risk, competing supply may arrive earlier. These are conditional chains, not measured probabilities. Goal is paid incremental profit; start state is announced growth with uneven conversion. No crypto token exposure follows directly from miner conversion to AI.

Premise1 EPM Q3 March31 OCF3.5m-capex1.6m=1.9m versus4.3m dividends:44.19% coverage,2.4m deficit before acquisitions. Premise2 Aug20 acquisition16m buys projected3.9mNTM assetcash at4.10256x but excludesG&A and assumes75oil/3.50gas/development; Aug19offer3.7mshares@$3.25 adds12.025mgross. Asset effectiveAug1 is AFTER June30 report period; Sep15financials cannot include its full subsequent cash benefit. Premise3 IPHA March25.4mcash includes10.4mnoncurrent financialassets; Aug18closed financing adds27.6mexpectednet, notcurrentcash25.4+27.6. No new ADSs and newordinaryshares barredfromADSdeposit, so fungibility cannot be assumed. Conclusion both have credible dated reporting events but no independently validated price edge or precise currentEV/FCF valuation. Strongcountercase EPM restoredproduction androyalty mix could improveper-sharecash; IPHAfinancing removes near-termconstraint andclinicaldata couldhelp. What would move prior: periodmatchedFCFcoveringdividend withoutnewfunding andpositivecostedregimehistory forEPM; IPHApostraisebalances/fullpipeline/actualeventhistory. Sources https://ir.evolutionpetroleum.com/news-releases/news-release-details/evolution-petroleum-reports-fiscal-third-quarter-2026-results ; https://ir.evolutionpetroleum.com/news-releases/news-release-details/evolution-petroleum-closes-strategic-acquisition-midland-basin ; https://www.sec.gov/Archives/edgar/data/1598599/000162828026057935/a260819_6k1.htm . Validity: financialconstraints do notprove negativeprice returns; only support withholding an uncalibrated trade. Soundness: issuerforwardestimates notindependentverification.

Premises1 CompletedSep9all8close>SMA50andnegative3dayreturn;potentialentriescorrelated.2 OLS2026simpledailyreturnonBTCwithintercept,N252(exceptHYPE204sinceFeb18): ETHbeta1.2533 R2.8318;SOL1.2037/.7733;XRP1.2359/.7560;LINK1.1832/.7324;LTC.8545/.6405;UNI1.1902/.4350;HYPE1.1340/.2724.3 BTCcorrelationsrange.5219HYPEto.9121ETH;HYPEdailyintercept+.5064%notriskadjusteddeployablealpha,shortselectedhistoryandnonstationarity. Conclusiondonotcount8concurrentsignalsas8independentconfirmations. ValidityR2describessamplelinearmarketco-movement,notfuturehedgeratio. Soundnessonevenue,presentmembership,non-normalreturnsandstructuralchange;notcausality. Requireindependentcostedtradeexpectancyandjointdrawdownbeforedollarallocation. Source https://runway.adityaperswal.workers.dev/data/crypto-bars .

Premises1 Nasdaqdirectories13160non-testlistingrows screenedbycryptonamesfound186instrumentmatches;addedFTFT/OLBfromwholemarketmovers=188IEXsnapshots. Namefalsepositives(e.g.SCMC)andhiddenexposures/OTCremain;not13160pricedfundamentalstudies.2 Only25of188IEXVWAPvolume>1m;MARA+.8034%,BTCZ+.4348%onlypositiveamongthem. BITO89.95m/IBIT80.12mIEXdollarvolumelead;GLXY-7.0188%,FTFT+64.31%/OLB+25.05%lowIEXvolumeareonefeedprints,notconsolidatedreturn.3 Published36USDpaircensus7completedUTCdays:top10containsUSDC/USDG;USDG3/7daysandstalequotesexcludeentry,remaining8frozenpullbacktest.OnlyXTZ20dayclosebreakoutoutside top10scope.4 International3350.T/HIVE.TOpositive20bartrendbutpartialTokyobar,foreigneligibility/FX andindependentstockedgeunverified;0961.HK/BITF.TO404gaps. Conclusion broadenswatchonly:rejectstock-labelproxies,leveraged/inversewrapperchasingandstablecoin'svolume-as-alpha. Newpricechallengerfrozen1719beforehistory;CLI1886isdiagnostic. Counterexampledifferentindependentlytestedstockcashmechanismcouldqualify;nonehere. Sources https://www.nasdaqtrader.com/dynamic/SymDir/nasdaqlisted.txt ; https://www.nasdaqtrader.com/dynamic/SymDir/otherlisted.txt ; https://runway.adityaperswal.workers.dev/data/stock-snapshots?feed=iex ; https://runway.adityaperswal.workers.dev/data/crypto-bars .

Premises: SSL FYJune FCF11.9bnZAR fell5% despite EBITDA+17%; working capital18.3% exceeds15.5–16.5%target; August Natref outage affects later period. https://www.sasol.com/media-centre/media-releases/sasol-delivers-stronger-fy2026-performance-and-strengthens-financial-resilience ; https://sasol.com/media-centre/media-releases/natref-operational-update . ATI Q2 OCF131.8-capex68.6=63.2m, EBITDA includes9.9m asset gain; qualification costs reduce HPMC margin sequentially https://ir.atimaterials.com/news-events/news-details/2026/ATI-Announces-Second-Quarter-2026-Results/default.aspx . IREN FY OCF2100.4m includes1841.7m deferred revenue, capex including intangibles4440.7m; computed gap-2340.3m https://iren.gcs-web.com/news-releases/news-release-details/iren-reports-fy26-results . Prysmian Q2 standard-metal margin15.4% improves, but LTMFCF978m versus979m; FY1650–1750m is forecast https://na.prysmian.com/resources/press-releases/prysmian-raises-guidance-after-its-best-quarter-yet . Conclusion ATI demonstrates some cash capture; others require period/financing reconciliation. Counterargument: investment and prepayments can create profitable future capacity. Validity holds only against automatic scarcity=equity profit; it does not establish shorts. Binding constraints: qualified delivery, receivable collection and capex funding. Rates and totals use each issuer's stated period; no cross-currency raw ranking.

Premise 1: September9 issuer raises FY revenue midpoint345 to365m and EBITDA49 to52m, driven by Saudi chemistry; projected H2 international sales>40m versus Q2 10.6m. https://ir.flotekind.com/2026-09-09-Flotek-Raises-2026-Guidance-Again-on-Continued-Strength-of-International-Sales . Premise2: H1 OCF-6.580m minus1.239m capex=-7.819m; receivable cash absorption44.056m https://www.sec.gov/Archives/edgar/data/928054/000092805426000080/ftk-20260630.htm . Premise3: FY25 top3 suppliers49%, affiliated ProFrac dependence https://www.sec.gov/Archives/edgar/data/928054/000092805426000020/ftk-20251231.htm . Premise4: Aug18 PREPA work hold and conditional project economics https://www.sec.gov/Archives/edgar/data/928054/000092805426000082/ex991-pr8x18x26.htm . Conclusion watch chemistry growth, assign no assumed PREPA cash. Valid inference: growth is not yet distributable cash. Soundness caveat: June cash lags September sales; fast collection could reverse concern. Binding constraint is paid delivery, not headline order size. Prior neutral becomes fundamental watch, not numerical trade probability. Need accepted Saudi invoices and customer payment/working capital before stronger thesis. Net debt/enterprise valuation awaits exact current dilution; no inference of fraud from disputed project.

RanrequiredCLI --strategymean-reversion --lookback20 --entry2 --exit0 --days617. Premises1 engineusescurrentclosesforsignalsandfills,nofees/slippage/noholdout.2 Sevenofeightgrossreturnspositive, largestLINK69.1614%DD11.9156%win73.6842%N19;LTC45.3542%DD12.1012%win80%N20;HYPE14.61285%N2andno2025history.3 Thisisnotfrozentrend-pullbackrule,soresultnotreplicationorparameterselection. BTC-3.257646%DD16.639125win61.1111N18,ETH5.419817%N15,SOL15.553973%N17,XRP36.165798%N19,UNI19.214556%N22. Averagegrosslossmaybefarworsethanwinrateimplies. Rejectdeploymentfromthisdiagnostic;costednextopenindependentdaily/hourlyholdoutsrequired. Allfiguresinobservation19211;latest618barincludespotentialpartialSep10(206HYPE). Source https://runway.adityaperswal.workers.dev/data/crypto-bars ; local /app/agent/src/backtest/engine.ts andstrategies.ts.

Premises1 HIVEissuerAug17body/Aug16header:350mUSDfiveyearcontract,70mARR,185mcapex,35mexpecteddeposit.2 180mBUZZARRonly35mactive(19.44%),145mcontractedawaitsQ4.3 HIVE.TO20bar+16.80%,Metaplanet3350.T+12.11%withlivepartialTokyoendpoint do notcalibratefutureprofit. Rate70m/year,total350m;grosscapex/revenue2.64yearsnotpaybackbecausepower/labor/interest/taxandobsolescenceunknown. Beforeotherfunding,150mcapexlessdepositremains;notclaimunfundedbecauseissuermentionsfinancing. Countercasecreditquality,prepaymentandprofitabledeploymentcanimproveeconomics; requireactualcashmarginsandfinancingterms. MetaplanetSep1indexshowsrepurchases/warrantexercisesratherthannewBTCpurchase;directPDFwebaccessfailed,fullcurrentquantitiesnotverified. 0961.HK/BITF.TO404aredata/mappinggaps,notdelistingfindings. Noequityorforeignvenueapproval,FXandindependentstockruleunvalidated. Sources https://www.hivedigitaltechnologies.com/news/hives-buzz-hpc-signs-350-million-ai-cloud-services-agreement-with-investment-grade-enterprise-customer/ ; https://metaplanet.jp/en/disclosures ; https://query1.finance.yahoo.com/v8/finance/chart/HIVE.TO ; https://query1.finance.yahoo.com/v8/finance/chart/3350.T .

P1 Full current Nasdaq/other-listed non-testdirectory has13160issues; explicit12776standard-symbolrequests yield12651snapshots,12369validdailyrecords,7252withbothSep9/Sep8dates,2021nonETFclose>=5 andIEXdollarvolume>=1m.384preferred/nonstandardstrings excludedafterinvalid-symbolerrors;125requestedmissing responses.429retrywith500symbolbatches recoveredallerrorbatches. Thisiscurrentlistings,IEXpartialvolume,notpoint-in-timehistoricuniverse or allconsolidatedliquidity. P2 Foreign41requests yielded40histories,oneerror; localcurrency daily12minus1rankingandvolatility,notUSDreturns. P3 Thirty-sixcrypto requests yielded32nonemptyhistories,not32currenteligiblepairs. P4 Primary AQR2017uses67long/shortfutures/forwards,1/3/12monthlyexcesssigns,riskbalance,10%voltarget; cash-only50ETFadaptation cannotinheritoriginalcrisisalpha. Freeze2017–19training/2020–25holdout,2026separate,monthlyfirstnextopen; mandatory5dayADRexitadaptationtestedseparately. Conclusion discoverycompletewithinavailableformat/data boundaries; noorderauthorized. Sources https://www.nasdaqtrader.com/dynamic/SymDir/nasdaqlisted.txt ; https://www.nasdaqtrader.com/dynamic/SymDir/otherlisted.txt ; https://runway.adityaperswal.workers.dev/data/stock-snapshots?feed=iex ; https://query1.finance.yahoo.com/v8/finance/chart/ ; https://www.aqr.com/-/media/AQR/Documents/Insights/Journal-Article/AQR-JPM-Fall-2017.pdf .

Premises1 OKX100settled8hfundingobservations Aug8–Sep10UTC, meansBTC.60409bp ETH.62436bp SOL.28588bp;2 SOLlatest-.9099475bp below5thpercentile-.7279581bp,but34/100negativevsBTC5/ETH4;3 oneexchangefundingregimedoesnotmeasureglobalspeculationorAlpacasupply. Sumover100intervalsBTC60.40925bp ETH62.43565bp SOL28.58792bp, historicalperpfinancingonly; noannualizationorpromisedrate. SOLbelowp05lookscontrarianbutthelatestvalueispartofthis100pointwindow, notprospectiveindependenttest. Nojointfunding-priceholdouttrainedhere; priorpriceedgefails. Newhypothesistoallowfutureprospectivecollection,butallocation0. Counterexamplepersistentnegativefundingduringdowntrendcanprecedefurtherlosses;fundingcancorrectwithoutspotrally. Validitythresholdclassifiesextremeunderlocalempiricaldistribution; soundnessselection/serialdependence/33daywindowandchangesinOIdefinitionlimitprediction. Sources https://www.okx.com/api/v5/public/funding-rate-history ; https://www.okx.com/api/v5/public/open-interest .