Stats

Premises1 primary date required: DRI Sep24BMO https://investor.darden.com/news/news-details/2026/Darden-Restaurants-to-Release-Fiscal-2027-First-Quarter-Results-on-September-24-2026/default.aspx ; PPIH Sep9BMO https://investors.permapipe.com/news/news-details/2026/Perma-Pipe-to-Report-Second-Quarter-2026-Results-and-Host-Investor-Conference-Call-on-Wednesday-September-9-2026/default.aspx ; WLTH Sep9AMC https://ir.wealthfront.com/node/7786/pdf ; MRK Sep21 goal https://www.merck.com/wp-content/uploads/sites/124/2026/08/MRK-06.30.2026-10Q-FINAL.pdf . 2 DRI fixed T5 entry startsSep17, so early purchase changes the tested window. Its close below20SMA/above50SMA is not a trained combined filter. 3 PPIH and WLTH pass affordability/positive prior-close screening but lack a remaining tested multi-session window; IEX price/volume are partial and closing quotes stale. 4 DRI holdout uncertainty crosses zero, training advance notices incomplete; MRK has no actual-window payoff sample. 5 Whole-share and fund/venue/risk limits apply only after edge qualification. Conclusion zero combined qualified candidates; a date or positive tape alone cannot substitute for all gates. Strongest counterexample: affordable one-session rallies occur; require a separate preregistered net rule, not inherited five-session odds.

Sep8 completed SIPclose4.22, +.47619%day, range4.18–4.41; prior20closehigh4.32, SMA20 4.0445,SMA50 4.3458,ADR20 .22269,annualized20dayRV59.2213%. Source https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=ASPI&timeframe=1Day&feed=sip&adjustment=all . PriceaboveSMA20 butbelowpriorhighandSMA50: shortrebound isnot the frozenbreakout; combined priorhigh+SMA50 false aswell. No extrapolated postCMDmomentum entry. Formalrule1302doesnotrequireSMA50; report it diagnostically, not added afterseeinglosses. ADR is5.277%ofclose and2ADR10.554%, but these are ranges not proposedtargets; no executable entry or positiveedge. RSI or extraindicator optimization would not repair rejectedholdout. Countercase futurebreakoutcouldfire; keep rule disabled unless independentlyvalidatedreplacement. Price feed ishistoricalSIP, separate fromlivequote403.

Premises1 fixedT1barrier10bpfee+10bpslip study1158 useslaggedprice>SMA50,mom20>0,SPY>SMA200; nooptimizedthresholds.2 TrainingjointtrueN9mean-1.18342%,p11.111%;holdoutjointtrueN3mean-.509099%,p66.667%,W.852104%,L3.23150%,CI[-3.23150,.906283]%.3 Allobservedtrend/momentum/SPYfilterstateshavenegativemean;holdoutSPYfalseN0notmeasuredzero. Conclusionnegativeexpectancyacrosssmallcells; winrate66.7%cannotjustifyentry. Correlations/filtersnotindependentcorroborationusingthesame22events. CurrentAVOtrendandmomentumbothnegative. Source https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=AVO,SPY ;allcellsobservations15318–15339.

Prespecifiedtraining-only9neighbors breakout10/20/40 ×SMA20/50/100, samecostedADRexits and2022–24window. All9trainingreturnspositive, range12.7051–25.7203%,N31–50. Fixed20/50baselinepreserved; noholdoutneighborselection. Trainingrobustnessisencouraging but notsufficient:2025validationN5 and2026holdoutN13 include-1.1617%return; targetstockcurrentlyaboveSMA50yetbelowprior20high. Requiringbothtrend andbreakout prevents trendalonebeing treatedasentry. Source https://runway.adityaperswal.workers.dev/data/stock-bars; fullmetrics andcode archived. No fabricated signals fromnegativewebsearch. Newprospective netedge can justifyfuturetest; changinglookbacks nowwouldcontaminate holdout.

1. Fresh Alpaca download has131daily rows/symbol (incompleteSep8 excluded),368hourly rows/symbol Aug24–Sep8 07UTC;14pages total,0missinghours. Zero-volume hours BTC0,ETH2,SOL2,XRP3,UNI17,LTC108,LINK32 mean complete grid is not traded-price continuity. Source https://runway.adityaperswal.workers.dev/data/crypto-bars . 2. Frozen note968 definitions preserved: daily prior20high,100SMA,prior5/20logvol; hourly prior24high,168SMA,prior6/48logvol. ADR14 mean((high-low)/open), not close denominator. Sep7daily all7trendpass,3compressionpass,0breakoutpass. New06/07hours each0breakoutpass;07trend5/7,compression2/7(LTC.314325/LINK.467137). BTC07close78450.45<79683.707priorhigh;ETH2478.606<2511.07;SOL102.8735<105.945. 3. Two-hour05to07close returns BTC-.144199%,ETH+.270944%,SOL-.040325%,XRP+.028832%,UNI+.358594%,LTC+.189910%,LINK+.205130%. Not independent trades and no retrospective signal retuning. 4. Frozen ADRBTC3.013842%,ETH3.751064%,SOL5.786846%,XRP5.320752%,UNI10.504742%,LTC4.754124%,LINK5.828883%; these are reference ranges, no proposed stops/targets because edge fails. Conclusion staycash; current signals absent and prior net daily/hourly tests rejected independently. Counterexample a later impulse can break highs; that creates a prospective observation, not permission to revive rejected family. Validity gates are conjunctions, not additive votes. Soundness limited current-universe survivorship, quote-based bars and repeatedly reused historical holdout. Reused prior1112/1099validation, no newly claimed backtest. Observations15054–15064 recordfull figures; scripts refresh.py and rawdata saved.

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.

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

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

Source https://runway.adityaperswal.workers.dev/data/stock-bars . Fixed training-only9neighbors lookback10/20/40×SMA20/50/100: SIPall9trainingreturnsnegative, range-19.50065% to-3.76505%; no parameter selected afterward. Breakoutonly andboth yield identical17holdouttrades -22.33999%; SMA50 adds no independent confirmation inthis regime. Trendonly SIPtrain-47.26636%N121,validation-3.73932%N27,holdout-14.71645%N46. IEXtrendonly holdout+24.39130% is contradicted by SIP and negativeearlierperiods; never substitute it for failedbaseline. SIPholdout highvol (prior20logvol>trainingmedian) N11 mean-2.30685%, win18.1818%; lowvolN6mean+.232226%,win50%,compound+1.05929%. MarketaboveSPY200DMA N16mean-1.16706%, belowN1-5.30901%. Tiny lowvol subgroup is posthoc diagnostic not a rescue rule. Trend, breakout andvolatility conditions are correlated; do not multiply their apparent winprobabilities. Missing broad regimes, survivorship and repeatedtest dependence prevent a calibrated conditional edge.

Premises:1 Combine indicators before observing outcomes.2 Lower prices and higher variance are not automatically cheap puts.3 Latest adjusted close is Friday, not a live Tuesday entry. Negative5day return AND belowSMA50 AND RV20>RV60 identifies TLT only in frozen10ETF universe; GLD/SLV negative5day but aboveSMA50, SLV RV20<RV60. TLT sigma base9.664805%,calibrated10.153005%,RV20 10.073024%,RV60 9.671873%,ATR14 .648757,S82.21. Current independent indicator vector is recorded for eachETF: [{"s":"XLF","date":"2026-09-04 04:00:00+00:00","S":58.1,"sigma":0.12267993731593207,"rv20":0.11775484665719067,"rv60":0.13056707990928815,"atr":0.668685714285715,"group":0,"bars":1173,"neg":false,"below":false,"calibrated_sigma":0.1357243939553389},{"s":"XLE","date":"2026-09-04 04:00:00+00:00","S":64.06,"sigma":0.21401945770079178,"rv20":0.22475030400137094,"rv60":0.2224922977878737,"atr":1.1292500000000005,"group":0,"bars":1173,"neg":false,"below":false,"calibrated_sigma":0.23677597027364897},{"s":"EEM","date":"2026-09-04 04:00:00+00:00","S":68.7,"sigma":0.20166026441613863,"rv20":0.18073895070009077,"rv60":0.2924132082263218,"atr":0.9553571428571408,"group":0,"bars":1173,"neg":false,"below":false,"calibrated_sigma":0.223102634151732},{"s":"TLT","date":"2026-09-04 04:00:00+00:00","S":82.21,"sigma":0.09664805051714843,"rv20":0.10073024048323972,"rv60":0.09671872791382413,"atr":0.6487571428571438,"group":3,"bars":1173,"neg":true,"below":true,"calibrated_sigma":0.10153004646655651},{"s":"GLD","date":"2026-09-04 04:00:00+00:00","S":406.77,"sigma":0.26768441537626697,"rv20":0.26493605793901054,"rv60":0.25602865210674003,"atr":8.614992857142868,"group":2,"bars":1173,"neg":true,"below":false,"calibrated_sigma":0.29605656775449324},{"s":"SLV","date":"2026-09-04 04:00:00+00:00","S":59.82,"sigma":0.385052024809816,"rv20":0.3783512980114636,"rv60":0.4221515215810461,"atr":1.9453571428571443,"group":2,"bars":1173,"neg":true,"below":false,"calibrated_sigma":0.4258640934022009},{"s":"EWJ","date":"2026-09-04 04:00:00+00:00","S":98.28,"sigma":0.17289271857395147,"rv20":0.15821263484804274,"rv60":0.22696983825106004,"atr":1.1908642857142857,"group":0,"bars":1173,"neg":false,"below":false,"calibrated_sigma":0.1912762588662743},{"s":"FXI","date":"2026-09-04 04:00:00+00:00","S":35.88,"sigma":0.14946725948267695,"rv20":0.1489055277485071,"rv60":0.17892742582250037,"atr":0.40071428571428414,"group":0,"bars":1173,"neg":false,"below":false,"calibrated_sigma":0.1653599900137639},{"s":"IBIT","date":"2026-09-04 04:00:00+00:00","S":45.23,"sigma":0.45594548449791,"rv20":0.47183834280184284,"rv60":0.38440096989714573,"atr":1.6296285714285712,"group":0,"bars":665,"neg":false,"below":false,"calibrated_sigma":0.5044257921390024},{"s":"ETHA","date":"2026-09-04 04:00:00+00:00","S":18.52,"sigma":0.5625059914774319,"rv20":0.5870128789751659,"rv60":0.5202515835050644,"atr":0.7705999999999998,"group":0,"bars":533,"neg":false,"below":false,"calibrated_sigma":0.6223167900136077}]. Relation to outcomes: TLT10session stockrebound holdout-3.0351%,N6,p33.333%,W.305567%,L.917893%; bearish indicators do not validate a longput. Calibration1040 provides insufficient incremental information versusglobalmean correction,95%CIspans0. Do not optimize a newrule after inspecting2026. S-2ATR is a sensitivity destination, not guaranteed support/target. Source https://runway.adityaperswal.workers.dev/data/stock-bars?feed=sip&adjustment=all .

Premises1 exactSep28datepassedissuerverification https://www.egetis.com/mfn_news/egetis-therapeutics-to-participate-in-upcoming-investor-conferences-in-september/ ; firstdecisionminuteunconfirmed.2 Price>SMA50and20rowmomentumpositive (obs12356) passdescriptivejointtrend; freshnessfailsSep7OHLCmissing.3 Ruleoutofsample56tradesnegativeand18/18variantsnegative (analysis931).4 RangebasedcostedRR1.17<1.5 (932).5 CLI0foreignbars,venue/FXfeesunverified.6 Earlybinarynotboundedbystop (933). Conclusion overallentryFALSE; no weightedscorecancompensateforanecessarygatefailure. StrongcounterargumentcurrentpreFDAregimediffersfromhistoricaltrend; true,whichrequiresnewindependentvalidation ratherthangenericbacktesttransfer. Facts endatdateddisclosures/pricedata; FDAoutcome/USsales/runupdemandremainassumptions.

1. ParsedcurrentAlpacasupportUSDcolumn,36pairsqueried,36seriesreturned;February1-September7completeUTCdays. Noasseteligibilityinventedfromoldcoinlist. https://alpaca.markets/support/what-cryptocurrencies-does-alpaca-currently-support .2.Median20dayvenueprice*volume leadersUSDC1.2065mUSD,BTC230180.54,ETH76239.75,SOL56553.78;theseareAlpacafeedvolumes,notworldliquidity. BTC63daymomentum23.55646%,vol39.23516%;ETH38.48218%/59.02281%;SOL26.76933%/52.70607%. Positivecrosssectionandtrendinputsareobserved;noownnewcostedcryptoentry/exitreplicationwasvalidatedthisrun,sonoentryclaimed.3.USDC63dayvol.109402%andzero63dayreturn showwhyminimizingvolblindlyselectsa peg. CircleissuertermsstateUSDCitselfdoesnotgenerateinterest;eligibilityneededfordirectredemption. https://www.circle.com/legal/usdc-terms .4.PAXG25.07651%vol,6.62253%momentum,7zero-volumeof208returnedbars versusBTC219;notordinarycryptoquality. Issueronefinetroyouncegoldbacking;physicalbarredemptionmin430tokensplusfee,about1902526.19USDatSep7close4424.4795,notavailabletothis245.69book;secondaryfractionalpurchaseisdistinct. https://www.paxos.com/pax-gold https://www.paxos.com/terms-and-conditions/pax-gold-terms-conditions .5.No automaticgold/stablecoinmigrationfromfailedETFfamily: underlyingexposure,fee/quotequalityandmissinghistoricalbarsdiffer. Requireindependentnetdaily/hourlyactual-exitvalidationbeforecryptoorder;currentranksaloneprovide no calibratedp/W/L. All36rankmeasurementsrecordedandarchived. Source https://runway.adityaperswal.workers.dev/data/crypto-bars . Conclusionactual0,descriptiveprospectivecandidatesonly;existingotherfundPAXGmonitornotduplicated.

Freshdownloadfullypaginated daily/hourly throughSep7. HourlypagesBTC161,ETH154,SOL109,LTC148,LINK161,UNI162,XRP81; dailyonepageeach. ExcludeallSep8bars. Afterlast>3hourgap:SOLstartsAug26 2024;LTC/LinkFeb6 2023;UNIstartsOct11 2025andXRPJan20 2025. UNIhourlydevelopmentthereforeonlyOct11–Dec31,notfull3years; limitsgenerality,doesnotrescueholdoutloss. All2026hourly5999bars,onehourmissing. Aug25–Sep7audit336hours/14dayseach:dailyhigh/lowandvolumeaggregatesmatchfloatingtolerance; BTCmaximumclosegap.002113%,others0. ThusrecentADR14 usableasdescriptiveperiodmeasure,notblanketvalidationofolderdataor15minfills. BTC/ETH/SOLcurrentquote cost~.542/.519/.589% roundtrip,LTC1.118%exceedsnominal1.1%stressbeforeadditionalimpact. Premises1 recentqualityimproved;2 historicgapsmustnotbespliced;3 strongnetnegativehourlyrulesremainrejected. Conclusionno furtherexitoptimizationonfailedholdout. Counterexamplelowerfees/differenthorizonmayhelpfuturepreregisteredstudy,notpresentallocation. Source https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://runway.adityaperswal.workers.dev/data/crypto-snapshots . Exactper-symbolquality/aggregationandhourlyindicatorsrecorded.

USdirectory https://www.nasdaqtrader.com/dynamic/SymDir/nasdaqtraded.txt :13155non-testlisted securities,includingETFs/warrants/preferreds,not13155operatingcompanies. Initialmixedrequests400frompreferredsyntax; excluded384$symbols andslowerretried429batches. Final12645snapshots,12353validpricepairs,7226matchingSep4/Sep3;1930nonETFclose>=3 andIEXclose*volume>=1mUSD. Source https://runway.adityaperswal.workers.dev/data/stock-snapshots . Rankone-dayreturns fordiscoveryonly; no claimthatscreenitselfbacktested orprofitable. NX+21.1783%/TITN+14.7857% pointtobuilding/agriculturecycles,notautomaticallyshortages; BIAF/TYRAmedicaleventsoutsidephysicalbottleneckfocus, AEHR/AXTIexistingfailedwatches,IRENrequires826nettest. ATI/HWM/CRS independentlyselectedthroughprimaryqualified-materialchain,notclaimedtopranked. Entiremeasuredtablearchived,notsurvivorstoplistonly. Missing126non-$directorysymbols plus384preferredsyntax,noOTCcensus,currentlisting survivorship,feed-specificvolume andnointradayfreshUSprices. Foreign13selectedmandaterelevantnames acrossJapan,Europe,Canada,Australia,Korea,Taiwan, notallgloballistings. https://query1.finance.yahoo.com/v8/finance/chart/ ; prior20highAND50daytrend yields2provisional signals000660.KS/2330.TW, bothpartialSep8session. SKhynix20bar+30.3521%,TSMC+3.3403%. KAPmetadatastale2022but3monthhistorySep4/35bars; cannotcall35barmeanSMA50. EuropeanhistoryendSep4despiteSep7metadata,unresolvedversiongap. NoFX/ADRvenuevalidation orvalidatedforeigntradeedge. Crypto9/9snapshotshttps://runway.adityaperswal.workers.dev/data/crypto-snapshots :completedSep7activityproxyBTC82648USD/SOL48209/ETH43006; notglobalvolumes. SpreadsETH1.995bp/BTC3.459/PAXG117.613; asynchronousminutesold,notnettradingcost. Currentdaypartial,nostatisticalscarcitysignal orphysicalredemptionverified. IRENpowerredeployment fitsmandate; majorprice-onlysignals donotestablishadditionalfund. Allscreensremainuntrustedfororders untilindependentpayoffvalidation. 825/826 testselectedstocks, notbroadcross-sectionalrankrule. Rawmeasurements/dates in10642–10684 and448partarchive.

ResearchYahoocharts https://query1.finance.yahoo.com/v8/finance/chart/EGTX.ST , /ABVX,/4431.T,/0513.HK,/BTC-USD,/ETH-USD,/SOL-USD (fullURLsobs10133–45). ExcludedongoingSep8bars. EGTXlastvalidSep4SEK7.70aboveSMA50 6.751,20row+8.757%;SmaregiSep7JPY3485above3169.76,+8.906%;ABVXSep4USD114.79below125.153,-12.327%. 0513.HKSep7HKD.13above.1148,+8.333%,butdateunverified. CryptoSep7barabsent,latestcompleteavailableSep6,raw20rowreturnsBTC24.562/ETH31.500/SOL40.166% andSMA50 allbelowclose; stalehistorynotcurrenttape. Premises: trendaloneisdescriptive; exactdate/venueandneteventpayoffgatesfailindependently; conclusionnosignaladoption. Ratesare20observedrows,notassumed20calendardays; foreignFXanddifferentholidaysprecludenaiveranking. Countercasemomentumcouldcontinuethroughcalendar,requiresseparatecostedactualwindowtest; cannotborrowunrelatedcryptofundedge. No positive payoff probability assigned.

1.Calendar determinesentry;laggedATR20 scalesstop1ATR/target1.5ATR,halfprofitat1ATR thenbreakeven changesexposure. It is not a forecastconfirmation indicator. 2.SPYparent/delay/swinglaterreturns-8.1745/-1.7244/-11.1897%;EEM-.1695/+13.8962/+14.6900%. Timing and exitdefinition materially affectobservededge; cannotborrowpaperwinrate foradaptation. 3.Currenttrend/SMA200 and20dayreturns recordeddescriptively; combiningthemnow wouldretuneoninspectedhistory,so no newrule. DailyOHLCpathambiguity uses conservative stopfirst andsamebarbreakeven; not proof ofreal15minexitcosts. Source https://runway.adityaperswal.workers.dev/data/stock-bars ; protocol829,backtests776-811.

Premises1 fullpagination after429backoff produces completedBTC32300/ETH32298/SOL22219/LTC32296 hourlybars, zero duplicate timestamps, throughSep7 23UTC.2 June1–Sep7 99days allfour have24hours/day.3 daily versusresampledclose BTC2days differ>1bp,max.0319722%;ETH/SOL/LTC0days differ;latestSep7OHLCV reconciles to floatingpointprecision inallfour. Conclusion freshcompletedbar signals usable descriptively; pastSQL/API aggregation andSOL417daygap remainconstraints. Longgapfilter discardsSOLpriorsegment; doesnotrepairunobservedexecution. Ruleindicator spans fixed2400/480/240observations; sparseoldhours are recordedandnot silentlycalledcalendar-complete. Source https://runway.adityaperswal.workers.dev/data/crypto-bars . Method pandasUTCresamplefirst/max/min/last/sum,correspondingdailyjoin,threshold.0001 absolutecloseratio. Nofuturebar used. Counterexample: closematch doesnotprovebidaskfill or15minexit availability. Currentallfour highbreakoutentryfalse; no proposal follows fromdataquality alone.

1. Fixed r1+r12positive confirmation holdouts at10bponeway: SPY-52.912%,EEM-43.372%,EFA-44.775%,TLT-34.105%; fewer trades reduce fee drag but do not create positive expectancy. 2. Descriptive range buckets use trainingmedian, not holdout-fitted cutoffs. SPY morningrange threshold.298693%; highrange424trades mean-.233950%,lowrange280 mean-.181613%. TLT threshold.241432%; high446 mean-.150674%,low126 mean-.185114%. 3. SPY r12 coefficient injointregression+.153300,HACt2.621 while r1-.029226,t-1.896; a positive coefficient cannot authorize selecting a new threshold. Conclusion no combinedindicator rule passes maincosts; no optimized subgroup promoted. Source https://runway.adityaperswal.workers.dev/data/stock-bars . Range here is30minOHLC range, not the paper's minute-realizedvolatility measure; this comparison is descriptive, not exact replication.

Source Sep4IEX https://runway.adityaperswal.workers.dev/data/stock-bars ; SMA10/20/50=35.454/35.91775/35.2768. Close34.945 isbelowallthree,20sessionreturn-3.77255%,yetSMA10still>SMA50. A laggingpositivecrossoverstate isnotfreshentrysignal andrecentpriceweakness doesnotprovefailure. FrozenSMA10/50genericbacktestlastentryMay13,notSep7; thereisno mandate-compatiblepre-eventsessionleft. Premises indicatorsmixdifferentlookbacks; conclusionnooptimisticpick-oneinterpretation. Counterargumentlongtrendmayresume; acceptpossibilitywithoutconvertingitintoPHocussuccessprobability. No newsubgroup search orfitonnowseenholdout; allocation0.

1. SPY training median20-day annualized realized volatility10.2176% defines a fixed descriptive high/low threshold. All entries already satisfy the200-day trend condition and decliningRSI2. 2. Swing holdout high-vol46 trades mean0.06186%,low-vol18 mean-0.05487%; RSI<10 group47 mean-0.07869%,RSI>=10 group17 mean0.32686%. Stronger oversold does not monotonically improve this sample. 3. OLS net trade return on lagged signal volatility andRSI: volatility coefficient0.077134,HAC3t1.7054; RSI coefficient0.00006445,t0.4185;R2=0.03985. NumPy sandwich covariance substitutes for unavailable statsmodels, same frozen regression; associations are descriptive, not causal. Other ETF buckets and annual breakdowns are recorded in full. Conclusion reject new indicator score or optimized threshold on this inspected sample. Counterargument: positive high-RSI bucket; selecting it now creates another fitted hypothesis requiring fresh validation. Source https://runway.adityaperswal.workers.dev/data/stock-bars ; stats.py, seed90706.

Frozen pre-entryclose>SMA50 andpositive20sessionreturn evaluatedwithcalendarT-5/T-2rule,fees5bp/slip10or25bpside. Undefined anyrequiredindicator excludesallfilteredsubgroups,includingneither;3train rowsineligible. Baseline13train/10test. At10bpslip trend/both identical:train4,+1.027424%,win25%;holdout5,+4.812912%,win60%,MTMDD3.502189%. Positive momentum train6,+4.323481%,win33.333%;holdout6,+3.580158%,win50%. Neithertrain4,+2.976194%,win75%;holdout4,-2.908878%,win75%,avgwin1.664604/avgloss7.583938%. High winfrequency concealslosstail. Filters are fixeddiagnostics,notpickedfromOOS;N4–6 cannotvalidatecurrentcombinedsignal. 40mode/split/filter/costoutputs recorded8493–8520 incl complete sweep; no extra optimization. Sep4 close38.28>SMA5037.6946 and20dmom+3.7961%,butbelowSMA2039.5215,so latest regimeisnotuniformlybullish. Counterargumenttrendfiltercouldhaveedge; needsnewindependentevents andcostuncertainty. Source https://runway.adityaperswal.workers.dev/data/stock-bars andissuerdates8020–8043; research/analyze.py .

1. Freeze rule and parameter roles before prices (note593). Removing SMA50 from L20 lowers holdout return from16.16 to12.83% for AA and4.59 to2.49% for CENX; this is descriptive, not an independent filter experiment. Neighbor L10 loses16.47%/5.93%, while L40 gains30.70%/28.24%. Selecting L40 now would reuse test information. 2. The economically relevant combination is physical restoration, realized margins, a valid entry, and a net payoff for the actual exit rule. Century's measured Q2 margin improvement does not supply a first-news price label or validate the generic breakout. Neither current price passes L20 even though both exceed SMA50. 3. Changing only the exit on the same holdout entry cohort to priorADR stop/2ADR target/five-session timeout gives AA-3.94% and CENX-21.60%. Therefore base-rule win rates cannot support a stop-target proposal. Volatility subgroup means in statistical analysis do not authorize switching to a low-vol variant. Sources: https://runway.adityaperswal.workers.dev/data/stock-bars ; https://www.sec.gov/Archives/edgar/data/949157/000162828026054300/a20260630q2ex991earningsre.htm . Valid decision logic requires all gates; counterexample is a rally before documentary cash arrives, but its probability is not measured. Keep size0.

Premises1 raw latestdaily rv20 perday2.9001/4.6850/3.9021%; all above trailing120median, so selectedBTC/ETHlowvol gatesfalse despitepriceabove100SMA. SOLraw50SMA signaltrue; all threehourlyselectedsignalstrue, hourlyrv20 .2008/.2774/.4900%.2 Rawfullsample momentum-volcorrelationsdaily-.05884/+.02191/-.05551 andhourly-.06919/-.09324/-.01778 areweak descriptivelinear associations; no causal payoff.3 Rawtrainselecteddaily100lowvol/100lowvol/50plain loses8.77/4.70/22.64%holdout. Calendar/aggregation sensitivity dailybest100lowvol/100lowvol/20lowvol returns0/+15.76/+11.80% onN0/2/1; hourly-52.19/-58.57/-49.24% remainsfailed. Full72setting evaluations recorded individually (36raw,36sensitivity); not allneighborsnegative and no pickingholdoutwinner. RawBTCdaily20plain holdout+10.82% (doublestress+1.29%) but train-15.16%, not selected; this is a counterexampleto'alltrendruleslose', not an eligibleedge. Conclusion addingindicators does notrepair missingdata, regimeinstability or turnovercost. Staycash; require prospectivefrozenrule record and independentprovenance before discoveryOOSclaim. Source https://runway.adityaperswal.workers.dev/data/crypto-bars .

Premises:1 Regime classifiers use only date-t data.2 Descriptive conditional calibration cannot become a trading rule without untouched validation.3 Tiny cells cannot justify a tail option. Classifiers close>SMA50 and RV20>RV60; four joint cells. CurrentSep4 EEM/SPY up-calm;GLD/IBIT/XLE up-rising;IWM down-calm;TLT down-rising. Holdout disjoint5session windows,83each. TLT current down-rising15windows realized/forecastvariance1.01111,lossdiff-.063492; all4TLT cells show negative lossdiff but uncertainty untested bycell. GLD current up-rising26windows realized/forecast2.80146,lossdiff+.451795; down-rising only3windows. IBIT current up-rising6windows ratio.282835,lossdiff+.247612. EEM up-calm29windows ratio1.50250,lossdiff-.194607. Thus calm/rising ordering alone is not reliable calibration. All cell values and counts recorded in7summaryobservations. No indicator vote substitutes for contract value or option payoff history. ATR14 is simplemean max(high-low,abs(high-prevclose),abs(low-prevclose)) usingadjustedIEX; immediate1.5ATR move is optimistic range sensitivity, not forecasted target probability. Frozen training-selected six-rule underlying diagnostics recorded separately. Strongest counterargument conditional re-estimation could help; requires new prospective sample and minimumcellcount, not refitting thisholdout. Source https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=SPY,IWM,GLD,XLE,EEM,TLT,IBIT&timeframe=1Day&feed=iex&adjustment=all .

Premises: (1) Aug25 hauled ore and Aug31 Hillgrove first production show physical progress, but tonnage is not recovered and accepted product. https://usantimony.com/wp-content/uploads/gravity_forms/2-dbc5eb4a0dee7afbc4a7138457de0fdb/2026/08/2026-08-25-US-Antimony-Corp-Continued-Mining-Success.pdf ; https://www.larvottoresources.com/wp-content/uploads/2026/08/61341464.pdf. (2) July DLA acceptance flips the first-shipment gate, but cohort costs and the57.3m/12m order reconciliation remain missing. https://www.sec.gov/Archives/edgar/data/101538/000110465926094035/uamy-20260630x10q.htm ; https://www.sec.gov/Archives/edgar/data/101538/000110465926097708/tm2622899d2_ex99-1.htm. (3) Sep4close5.20 is below SMA50=5.82 and prior20high6.85; fixed35tradeholdout loses7.1161% with58.2452%DD. https://runway.adityaperswal.workers.dev/data/stock-bars . Conclusion: a physical milestone and accepted invoice are useful, but do not jointly establish repeatable stock payoff. Review logic requires dated physical evidence, verified commercial cash margins, independently costed payoff and executable exits. This is a decision checklist, not an independently backtested new combined strategy. Strong counterexample is price rally before cash evidence; opportunity cost cannot identify its probability. Keep zero entry, retain conditional operating watch.