Stats

Premise1 hourly venuebars reconstructed into UTCdaily closes; only24hour days count, nofill; training2024-2025,SOLstartsAug2024; historicalevaluationJan1-Sep5 2026. All3common trainingN484,evaluationN246. Premise2 dailyreturn correlationBTC/ETH increases.78545->.91234; BTC/SOL.76891->.88042; ETH/SOL.76842->.88022. Evaluationannualizedvolsqrt365 BTC46.925%,ETH64.509%,SOL64.059%. WeekenddailySD1.560/2.498/2.685% below weekday2.741/3.679/3.595%; observationdoesnotmeanweekendstops safe,1%tailsstilllarge. Mean dailyreturns-.01126/-.02482/-.02767%. Conclusion threecrypto positions can share one risk driver; never pool three correlated histories as independent support for Kelly. Counterargument common-date training coversshorter SOLhistory and periods differ, so correlationchange is descriptive not causal or guaranteedpersistent. Missing/incomplete days excluded, venuespecificfeedcoverage and priorinspectedholdoutbound inference. Alltrain/evaluationquantiles,counts,means,SDandcorrelations recordedobservations; source https://runway.adityaperswal.workers.dev/data/crypto-bars .

Premises from May11 Q3 issuer: divestiture changes portfolio; organic volume/mix falls11points, pricing offsets5; CFO38m and netdebt505m. 1st order: fewer low-margin operations and debt paydown can improve cash burden while reducing reported sales. 2nd: remaining operations must absorb stranded costs; pricing can protect margin but further weaken price-sensitive demand, so cash and organic volume need separate tracking. 3rd: sustained cash generation could improve refinancing terms and equity residual value; persistent volume weakness could leave creditors with most benefit and equity exposed to restructuring costs. These are conditional mechanisms, not measured peer earnings impacts. Beneficiaries: creditors from deleveraging, buyers of divested brands from acquired operations; shareholders only if retained cash earnings improve. Strong contrary case: brand resilience and cost removal outweigh volume declines. Counterargument does not establish short-window price alpha. Source https://ir.hain.com/news-releases/news-release-details/hain-celestial-reports-fiscal-third-quarter-2026-financial . Existingmonitor39 compares cash/debt/volume either way; no order.

Premises: 1. Signals must precede fills. 2. Costs and out-of-sample windows must be explicit. 3. Stock profits do not establish option profits. Rule: adjusted close SMA10>SMA50, shift state one bar, buy next close on entry and sell next close on exit. Reset $1000 cash at Jan2026, warm indicators with prior data, close at final bar. Fees and slippage each5bp per side; stress each15bp. Fixed fast5/10/20 and slow50 sweep recorded separately, no holdout selection. Training2022-2025: {"symbol":"EEM","fast":10,"slow":50,"cost":0.001,"window":"train","return_pct":-9.626496890743805,"drawdown_pct":27.7450187014318,"n":13,"win_pct":30.76923076923077,"avgwin_pct":5.831222814903223,"avgloss_pct":3.4240977709811706}. Test2026 throughSep4: {"symbol":"EEM","fast":10,"slow":50,"cost":0.001,"window":"test","return_pct":9.696153433828886,"drawdown_pct":10.739013521845797,"n":4,"win_pct":100,"avgwin_pct":2.35879350919437,"avgloss_pct":0}. All1173 daily bars per symbol from https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=EEM&timeframe=1Day&start=2022-01-01&end=2026-09-05&adjustment=all&feed=iex . Implemented vectorbt. CLI also run --symbols XLF,XLE,GLD,EEM,IWM,TLT --strategy sma-cross --fast10 --slow50 --days1709 (flags had spaces); inspected source /app/agent/src/backtest/bars.ts: CLI omits adjustment, so its aggregate cannot validate this adjusted chronological holdout. Small test count, selection of ETFs, IEX-only coverage and changing regimes limit inference. No observed loss in a small sample does not imply zero loss probability. No option return sample or executable quotes, so no option allocation.

Premises: 1. Signals must precede fills. 2. Costs and out-of-sample windows must be explicit. 3. Stock profits do not establish option profits. Rule: adjusted close SMA10>SMA50, shift state one bar, buy next close on entry and sell next close on exit. Reset $1000 cash at Jan2026, warm indicators with prior data, close at final bar. Fees and slippage each5bp per side; stress each15bp. Fixed fast5/10/20 and slow50 sweep recorded separately, no holdout selection. Training2022-2025: {"symbol":"XLF","fast":10,"slow":50,"cost":0.001,"window":"train","return_pct":26.594794985573788,"drawdown_pct":15.748586879601689,"n":14,"win_pct":50,"avgwin_pct":7.359189590012893,"avgloss_pct":3.385439523556242}. Test2026 throughSep4: {"symbol":"XLF","fast":10,"slow":50,"cost":0.001,"window":"test","return_pct":7.56997926183733,"drawdown_pct":8.399879432401402,"n":2,"win_pct":50,"avgwin_pct":11.81445829341406,"avgloss_pct":3.792817176871434}. All1173 daily bars per symbol from https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=XLF&timeframe=1Day&start=2022-01-01&end=2026-09-05&adjustment=all&feed=iex . Implemented vectorbt. CLI also run --symbols XLF,XLE,GLD,EEM,IWM,TLT --strategy sma-cross --fast10 --slow50 --days1709 (flags had spaces); inspected source /app/agent/src/backtest/bars.ts: CLI omits adjustment, so its aggregate cannot validate this adjusted chronological holdout. Small test count, selection of ETFs, IEX-only coverage and changing regimes limit inference. No observed loss in a small sample does not imply zero loss probability. No option return sample or executable quotes, so no option allocation.

Premises: 1. Signals must precede fills. 2. Costs and out-of-sample windows must be explicit. 3. Stock profits do not establish option profits. Rule: adjusted close SMA10>SMA50, shift state one bar, buy next close on entry and sell next close on exit. Reset $1000 cash at Jan2026, warm indicators with prior data, close at final bar. Fees and slippage each5bp per side; stress each15bp. Fixed fast5/10/20 and slow50 sweep recorded separately, no holdout selection. Training2022-2025: {"symbol":"XLE","fast":10,"slow":50,"cost":0.001,"window":"train","return_pct":-31.953871260222034,"drawdown_pct":49.04440857587213,"n":16,"win_pct":25,"avgwin_pct":7.848171953296376,"avgloss_pct":5.488985524553827}. Test2026 throughSep4: {"symbol":"XLE","fast":10,"slow":50,"cost":0.001,"window":"test","return_pct":27.7076581918933,"drawdown_pct":17.269541409409594,"n":5,"win_pct":40,"avgwin_pct":16.126090537577397,"avgloss_pct":1.6779691651751725}. All1173 daily bars per symbol from https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=XLE&timeframe=1Day&start=2022-01-01&end=2026-09-05&adjustment=all&feed=iex . Implemented vectorbt. CLI also run --symbols XLF,XLE,GLD,EEM,IWM,TLT --strategy sma-cross --fast10 --slow50 --days1709 (flags had spaces); inspected source /app/agent/src/backtest/bars.ts: CLI omits adjustment, so its aggregate cannot validate this adjusted chronological holdout. Small test count, selection of ETFs, IEX-only coverage and changing regimes limit inference. No observed loss in a small sample does not imply zero loss probability. No option return sample or executable quotes, so no option allocation.

Premises: 1. Signals must precede fills. 2. Costs and out-of-sample windows must be explicit. 3. Stock profits do not establish option profits. Rule: adjusted close SMA10>SMA50, shift state one bar, buy next close on entry and sell next close on exit. Reset $1000 cash at Jan2026, warm indicators with prior data, close at final bar. Fees and slippage each5bp per side; stress each15bp. Fixed fast5/10/20 and slow50 sweep recorded separately, no holdout selection. Training2022-2025: {"symbol":"TLT","fast":10,"slow":50,"cost":0.001,"window":"train","return_pct":-2.9980825466494365,"drawdown_pct":13.82121333271441,"n":12,"win_pct":33.33333333333333,"avgwin_pct":3.635622647402317,"avgloss_pct":2.1195069287842565}. Test2026 throughSep4: {"symbol":"TLT","fast":10,"slow":50,"cost":0.001,"window":"test","return_pct":-3.9108242082088283,"drawdown_pct":5.157894555855758,"n":2,"win_pct":0,"avgwin_pct":0,"avgloss_pct":1.9752327964291077}. All1173 daily bars per symbol from https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=TLT&timeframe=1Day&start=2022-01-01&end=2026-09-05&adjustment=all&feed=iex . Implemented vectorbt. CLI also run --symbols XLF,XLE,GLD,EEM,IWM,TLT --strategy sma-cross --fast10 --slow50 --days1709 (flags had spaces); inspected source /app/agent/src/backtest/bars.ts: CLI omits adjustment, so its aggregate cannot validate this adjusted chronological holdout. Small test count, selection of ETFs, IEX-only coverage and changing regimes limit inference. No observed loss in a small sample does not imply zero loss probability. No option return sample or executable quotes, so no option allocation.

Premises: 1. Signals must precede fills. 2. Costs and out-of-sample windows must be explicit. 3. Stock profits do not establish option profits. Rule: adjusted close SMA10>SMA50, shift state one bar, buy next close on entry and sell next close on exit. Reset $1000 cash at Jan2026, warm indicators with prior data, close at final bar. Fees and slippage each5bp per side; stress each15bp. Fixed fast5/10/20 and slow50 sweep recorded separately, no holdout selection. Training2022-2025: {"symbol":"IWM","fast":10,"slow":50,"cost":0.001,"window":"train","return_pct":7.763242958011107,"drawdown_pct":17.333153286915394,"n":13,"win_pct":38.46153846153847,"avgwin_pct":6.60573409618851,"avgloss_pct":2.9414965176713834}. Test2026 throughSep4: {"symbol":"IWM","fast":10,"slow":50,"cost":0.001,"window":"test","return_pct":11.401279414640214,"drawdown_pct":7.001675041876066,"n":2,"win_pct":100,"avgwin_pct":5.624661773141211,"avgloss_pct":0}. All1173 daily bars per symbol from https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=IWM&timeframe=1Day&start=2022-01-01&end=2026-09-05&adjustment=all&feed=iex . Implemented vectorbt. CLI also run --symbols XLF,XLE,GLD,EEM,IWM,TLT --strategy sma-cross --fast10 --slow50 --days1709 (flags had spaces); inspected source /app/agent/src/backtest/bars.ts: CLI omits adjustment, so its aggregate cannot validate this adjusted chronological holdout. Small test count, selection of ETFs, IEX-only coverage and changing regimes limit inference. No observed loss in a small sample does not imply zero loss probability. No option return sample or executable quotes, so no option allocation.

Premises: 1. Signals must precede fills. 2. Costs and out-of-sample windows must be explicit. 3. Stock profits do not establish option profits. Rule: adjusted close SMA10>SMA50, shift state one bar, buy next close on entry and sell next close on exit. Reset $1000 cash at Jan2026, warm indicators with prior data, close at final bar. Fees and slippage each5bp per side; stress each15bp. Fixed fast5/10/20 and slow50 sweep recorded separately, no holdout selection. Training2022-2025: {"symbol":"GLD","fast":10,"slow":50,"cost":0.001,"window":"train","return_pct":77.71279328532353,"drawdown_pct":12.12802180040049,"n":12,"win_pct":58.333333333333336,"avgwin_pct":10.580961872550269,"avgloss_pct":2.022247524487106}. Test2026 throughSep4: {"symbol":"GLD","fast":10,"slow":50,"cost":0.001,"window":"test","return_pct":1.5192051340824604,"drawdown_pct":20.314652789434117,"n":2,"win_pct":100,"avgwin_pct":0.7582119864399353,"avgloss_pct":0}. All1173 daily bars per symbol from https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=GLD&timeframe=1Day&start=2022-01-01&end=2026-09-05&adjustment=all&feed=iex . Implemented vectorbt. CLI also run --symbols XLF,XLE,GLD,EEM,IWM,TLT --strategy sma-cross --fast10 --slow50 --days1709 (flags had spaces); inspected source /app/agent/src/backtest/bars.ts: CLI omits adjustment, so its aggregate cannot validate this adjusted chronological holdout. Small test count, selection of ETFs, IEX-only coverage and changing regimes limit inference. No observed loss in a small sample does not imply zero loss probability. No option return sample or executable quotes, so no option allocation.

This is implementation unit economics, not token intrinsic valuation. Premise1 venue fee table https://docs.alpaca.markets/us/docs/crypto-fees lists25bp base taker fee and15bp maker, fee on creditedasset. Premise2 assume10bp slippage eachside; not measured executablequote. Vectorbt cash-fee convention yields flat roundtrip multiplier(1-.001)(1-.0025)/[(1+.001)(1+.0025)]=.9930244319, loss.69756%; grossprice rise.70246% breaks even. Twenty sequential full-notional flatprice roundtrips lose13.0642%, showing rate and compoundedtotal; frequency is scenario not monthlyforecast. Counterexample: passive fills could lower fee but maker eligibility, adverse selection and fills unmeasured, so cannot substitute15bp without testing. Venue/liquidityproviders benefit from turnover regardlessfundedge. $349.01 target gap equals147.97%of235.86fundcash, not a plausible target assumption or source of alpha. Fees known; slippage/frequency hypothetical; token valuation/protocolcashflow outside tonight's quantifiedtest. Binding constraint is validated net expectancy, not bookcap.

Premises:1 XLF owns sector equities, so an inexpensive ETF valuation is not independently an inexpensive option;2 trailing distribution yield is an approximation for option carry, not a confirmed cash dividend;3 issuerNAV andstockquote comparisons need same date. Sep3 issuer76holdings,forwardPE16.32,PB2.48,distributionyield1.38%,expense.08% annual,NAV58.54,AUM55.42737bn; forwardestimatesfromFactSet, not separateprimaryearningsproof. Source https://www.ssga.com/us/en/intermediary/etfs/state-street-financial-select-sector-spdr-etf-xlf readSep6. Institutions spanbanks/insurance/capitalmarkets/consumerfinance: inference rates can affect netinterestincome, creditlosses, assetvalues andfeeactivity in opposite directions; no ratecatalyst forecast made. Expense rate .0008 implies ~.00001587 over5/252year and~$881.39 annual on hypothetical1.1m, but actualfundfee basischangesdaily; avoid irrelevant extrapolation. For account127.65 annual expense exposure at constantbalance would .10212, whereas onecentoptionspread costs$1/contract: different costchannels. We useq=.0138 as sensitivity input, r=.04 assumption; exactdiscretecashdividends/Americanexercise unresolved. Counterexample diversification can lower idiosyncraticvariance without eliminating correlatedbankstress; neither P/E nor diversification provescheapvolatility. No moneyallocated.

Required CLI executed Sep6 06UTC: node /app/agent/dist/backtest.js --symbols BTC/USD,ETH/USD,SOL/USD --strategy mean-reversion --lookback 20 --entry 2 --exit 0 --days 979. Whole-period gross returns BTC7.473%,ETH27.784%,SOL11.298%; N28/26/19; rawdaily980/980/742bars include partialSep6. Source code strategies.js defines rollingclose z<=-2 state, exit when false; --exit is not used by per-symbol mean-reversion. No explicit costs/holdout and known rawdaily defects; different from preregistered3daytrendpullback/ADR exits. Thus control is exploratory only and cannot support allocation or be substituted for costed daily/hourly holdout. Source https://runway.adityaperswal.workers.dev/data/crypto-bars ; /app/agent/dist/backtest/strategies.js ; /app/agent/dist/backtest/bars.js .

Premises: May11 issuer Q3 endedMar31 reports organic sales-6% from volume/mix-11points and pricing+5, adjustedEBITDA26m versus34m, CFO38m andFCF35m; debt549m/net505m. These are issuer-selected adjusted metrics, not independent endorsement. Inference: debt reduction can aid equity while underlying demand remains weak; divestitures change comparability. Strong bull counterexample is margin/cash improvement despite shrinking volume; bear counterexample is working-capital release that cannot repeat. Need September14 complete results before assuming sustained cash conversion. No valuation target derived from one quarter or annualized seasonalFCF. Primary source https://ir.hain.com/news-releases/news-release-details/hain-celestial-reports-fiscal-third-quarter-2026-financial .

Premises:1.Primaryupstream/operator,distributorfilings,policyandcustomerexperiencesestablishconcentrationandheterogeneousallocation;USGSannualflowisnotSeptemberinventory.2.LINpositiveincrementaldollarcontributioncoexistswithmargin%dilution;APDYoYheliumEPSdragandAirLiquidevolumehitdenyuniformbeneficiaryclaim.3.BSIN/ASPIplantgatecontractsprotectprices/costallocationbutplannedcapacityisnotdeliveredcash;financing,qualificationandcustomerconcentrationbind.4.Historical3relateddatesareNOT3independentexperiments;returnattributionchangeswithbenchmark,costedentry/exitpayoffunvalidated.5.Twofundclosedwinsavg2.2787%wereoperatorliquidations,averagelossundefined;scenarioMonteCarlomassnottradeprobability. Conclusionvalid:sizezero,retain278.67fundcash;noorders,exitsoradjustments. Soundness:physical/contractclaimsdatedandcloseprimarysources;equityconclusionlimitedbymissingcurrentdisruptionvolume,heliumEBITdollarsandcausalnetpayoffs. Strongestcounterargument:LINalreadyshowsprofitcaptureandASPIcommissioningcouldproducefirstshipmentssoon,soawaitingvalidationmissesrally. Reply:businesspriorimprovesbutcannotnumericallysizethatmissedopportunity;requireacceptedprofitabledeliveriesANDindependentnetpayoffbeforechangingrisk0. Questiontree290,prereg295;futurefixedpanelallnewnoticeswithfirstobserved/publicationtimestamps,overlap20sessionsandcommonincidentclustered;first20development,next10untouchedholdout,minimumnotproof. AnentryprotocolmustthenbecostedbacktestedCLI/vectorbtwithfees/slippage,drawdown/winrate/avgwin/lossandgap-awareexits;quarterKellyonlyafterpositivevalidatededge,position<=212.7475,risk<=8.5099andfundcap278.67. No new trendbacktestthisrunbecause no candidateentryrulepassedfundamentalgates;diagnosticsnotmislabelledbacktests. Coverage:primaryquestionreachedsaturationondistributor/upstream/contractdivision;unresolvedexactSepvolumes,foreignexecution,privateterms,MOFCOM/AirLiquidecollectoraccess,foreigncashflowvaluationnamed. Monitor43Sep8ASPIpublicCMD16:30UTCreview,job28daily30primarynotices;bothresearchonly. Existingjobs12/16/18remain. SourceURLsandallfiguresrecordedanalyses293,335–338,343andobservations;archive345readback117partsexact. Mainorigins https://assets.linde.com/-/media/global/corporate/corporate/documents/investors/quarterly-earnings/investor-call-transcript-2q26.pdf ; https://www.sec.gov/Archives/edgar/data/101594/000143774926013368/ex_950842.htm ; https://www.sec.gov/Archives/edgar/data/1921865/000147793226003952/aspi_ex991.htm .

Frozenresearchgatescombinemorethanprice:physicaldisruption(documentedhistorically,currentmagnitudeunverified);rentcapture(LINpositivedollarcontribution,APDYoYdrag,BSIN/ASPIcontractedpotential);cashconversion(newplantsunverified);valuation(heliumEPSseparationmissing);tape(distributorsdifferentregimes);execution/edge(noindependentcostedtradeholdout). Thus no candidate passes all gates. LIN may capture profits before margin% rises;newplantcontractprice doesnotpasscashconversionuntilacceptedshipmentsandcostsdocumented. CurrentmarketdataLIN477.43/APD301.18exceedswhole-share212.75cap;fractionaltradingisallowedbutovernightexitsnotvalidated. TechnicalADR givesrealisticmovesbutdoesnotcreatethesis-invalidationstop. Monitor43andjob28collectfuturegatechangesratherthanauthorizeentries. No options/crypto substitution for missingheliumcash-rentedge. Sources detailedanalysis293/335–338/343,obs5415–5438/5774–5779;prices https://runway.adityaperswal.workers.dev/data/stock-bars .

Numberedpremises:1.BSIN(formerUSEG)Apr27five-year100%takeorpayat285USD/Mcf,capacity14.4MMcf/year=>4.104mUSDyear/.342mmonthgrossplantgaterevenueifdelivered;buyerbearsdownstreamcosts.2.Aug11issuerH1cashG&A/Q2runrate1.8mquarter=>7.2mannualized;heliumcapacitygrossrevenuecovers57%beforeplantcosts. Otheroil/CO2incomeandfuturecostreductionsmeanthisisnotstandaloneinsolvencyproof. H1equityproceeds17.189m,OCF-3.315m;cashincreasefinanced.3.ASPIJune23contract>600USD/Mcffor15%planned70Mcf/day;at600full-yearfullcapacityhelium15.33m,thecontracted15%portion2.2995mminimumpriceillustration. Aug20commissioningandSeptemberfirstshipmentexpectationarenotactualacceptedshipments;85%uncontractedasofthatnotice.4.ASPIQ2Helium/LNGsegment654krev/-5.987mnetbeforeNCIcurrentlyLNG;groupcash219.596mandshortterminvestments35.3moffsetby39.973mH1continuingOCFuseandotherbusinesscommitments. Conclusionvalid:contractsallocatecostriskandshowupstreampricingpower,butneithernameyetprovidesverifiedsteadyheliumfreecashfloworstockedge. Soundnesslimits:undisclosedplantcosts,counterparties,qualityacceptanceandconstructiontiming;285vs>600notcleanapples-to-applespriceindex. Fiscal-yearadjustedguidevaluationAPD22.41x/LIN26.82xatSep4pricesdoesnotisolateheliumfairvalue. Strongcountercase:smallproducers'offtakecansecurenewcapitalandnewcashflowtransformsbase;answerrequireactualdelivery/plantmarginandpostfinancingper-sharevalue. Currentproposal0,ASPIpublicCMDmonitor43Sept8notentry. Sources https://www.sec.gov/Archives/edgar/data/101594/000143774926013368/ex_950842.htm ; https://ir.bigskyindustrialinc.com/news-releases/news-release-details/big-sky-industrial-inc-reports-second-quarter-2026-results-and ; https://www.sec.gov/Archives/edgar/data/1921865/000147793226003952/aspi_ex991.htm ; https://www.sec.gov/Archives/edgar/data/1921865/000119312526352603/aspi-20260630.htm .

Numbered premises: 1. Quant has245.69cash, no positions/orders; own3operatorliquidatedPEADtrades do not calibrate merger probabilities. 2. Originalpaper documents long-horizon diversified liquidity premium with downside market exposure, not guaranteed quiet-price income. 3. Frozen quarterly ATR swing test fails on both wrappers: MRGR holdout-6.07399%,DD6.78027%,N19,p42.10526%,W.16209%,L.68477%; MNA-5.04680%,DD5.04680%,N19,p42.10526%,W.55255%,L.86749%. Bothfail2bplowcostdiagnostic and50bpstress;quarterKelly0. 4. PassiveMRGR20.68199% versusBIL19.32620% isnotrobustcash-excessalpha;95%annualizedarithmeticexcessCI[-2.96955,3.59355]. SparseMRGRprints undermine tightATRexecution. 5. TXNM61.25cash consideration/58price is5.60345% grossspread; currentparentfee175m,notoriginal350m. Sep2replacementofferingclosed,butNMPRCmeritsunresolved; theoreticalrequiredp isnotestimatedp. Conclusionvalidgivenpremises: no PROPOSE, EXIT, ADJUST or FUND; actualallocation0. Soundnesslimits: nofullpoint-in-timefailed/deadmergercohort,standalonebreakvaluation,currentindependentNRCverification,or15minuteexitimplementation. Not a blanketrejectionofmergerarbitrage. Monitor42 chosenSep10 12:30UTC reviewsSep9compliance-response deadlinebothways,notapproval;nonewjob neededbefore06UTC,nopendingexposure. Analyses304-305,311-322,328-329,332-333,341;lessons125-127. 44numericrowsplus54archiverecords saveallmeasuredresults;archiveQMER90604readbackall54byteverified,SHA2567da88a56b1484ac9d892e81eea696e60e3154d8ff5805c4b13edf4442bb30aa2;manifestnote340. Approximately17minutesused,finishwithin43planned/45hard. Sources https://bpb-us-w2.wpmucdn.com/voices.uchicago.edu/dist/d/2771/files/2020/09/JF_riskarb-1.pdf ; https://www.sec.gov/Archives/edgar/data/81023/000110842626000042/txnm07172026ex101.htm ; https://www.sec.gov/Archives/edgar/data/1108426/000110842626000058/pnm-20260902.htm ; https://runway.adityaperswal.workers.dev/data/stock-bars .

Premises: 1.TXNM's fixed cash deal,475days old, currently58 versus61.25 requires a regulatory probability model; SMA50positive/SMA200negative andATR.267 cannot supply it. 2.MRGR/MNA diversify underlying deals but have distinct methodologies; MRGR's lowvolume/zero-range flags weaken price-based risk estimates. 3.Frozen19-cohort holdouts lose6.07399% and5.04680% at15bpone-waycosts; both remainnegative at2bp andworsenat50bp. MRGR trainingalsofailed; MNA's modest positive trainingdoesnotpersist. 4.Passivecash-excessCIscrosszero andmonthlydownsidebetasremainpositive. Conclusion: combine indicators as gates rather than additive scores: contracttermscurrent,probabilitycalibrated,liquidityexecutable,netOOSedgepositive,tailriskaffordable. None passesallgates. This is focusedresearch,notnewmarket-widecensus; no transferofthisequitycash-dealmechanismtounrelatedcrypto/non-USsignals. Sources https://runway.adityaperswal.workers.dev/data/stock-bars ; https://www.sec.gov/Archives/edgar/data/81023/000110842626000042/txnm07172026ex101.htm ; https://www.proshares.com/our-etfs/strategic/mrgr .

Start:fund49.14cash,account850.99,noopen/queuedlots. Goal:repeatable net gains exiting before dated news. Binding constraint:independent executable edge, not a compelling approval story. Premises1 issuerAug21 confirmsSep30deadline but allows earlierapproval; Sep9/10conferences precedeit.2 DirectFDA/EMA evidence supports a manufacturing constraint, not certain failure of unnamedreplacement; chronologicalchangesandtrial/date discrepancies preserved.3 Event302 loses5.45% onsolecompletedwindow; noeventholdout. Momentum303 loses36.34%,N25,36%wins,W5.3818/L5.4618%,rawKelly-.2895->quarterKelly0.4 Technical310 cannotfitwhole55.305sharewithin49.14book; low20/twoADRgeometryR/R.8325.5 Simulation330assumedhazard cannotbeusedasestimatedwinprobability. ConclusionnoPROPOSE/EXIT/ADJUST/FUND. Validity:unknown/failednetedge meanszeroauthorizedsize; itdoesnotpredictCRLornegativeprice. Soundness:primarytiming/finances andbarcalculationsverified; limitedeventhistory,partialIEX,unknownreplacementstatus anddailyexecutionmodel limitinference. Strongbullcaseisalternateapprovalunlockinglaunch/150mdebt; thatfactalonecannotrepairtradepayoff. Favorablefutureevidence->recordandindependentlyvalidate;adverse/noevidence->cash. Monitors20full,existing24Sep29retained,Sep9requestrejected; compactjob27every480min90runs carries earlierreminders,notexecution. Job26cancelledafterconfirmedtruncatedoutput. Archive81parts/note332; correctedcollector337. No actionduebefore06UTC. Sources https://scholarrock.gcs-web.com/news-releases/news-release-details/scholar-rock-provides-update-global-apitegromab-regulatory ; https://download.open.fda.gov/crl/CRL_BLA761463_20250922.pdf ; https://runway.adityaperswal.workers.dev/data/stock-bars .

Supersedespendingcycleclauses334andnote330. Jobs25and21bothexecutedSep6 04:15:30.594UTC,exit0; actualoutputsread04:16. Newquality25Sep5complete24hoursall3,OHLCVidentitypasses3/3withfloatingvolumediff<=4.5e-14%;27runsremaining,nextSep7 04:15. Funding21fresh6/6,clockoffset+.0549s,uncertainty.1638s,forecastBTC+.306537bp/ETH+.623143/SOL+.88715; OIquantitiesrecordedobservations,no directioninferred. Forecastsnotnewsettleddailyfundingandfailedruleunchanged. Nextfunding06:15after06UTCmanager. Existingprice23next04:45beforemanager;allcollectorseligible0. Conclusion prospectivequalitycoverageverified; noinferenceofalpha,noorders. Source https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://www.okx.com/api/v5/public/time ; https://www.okx.com/api/v5/public/funding-rate ; https://www.okx.com/api/v5/public/open-interest .

Premises:physicalavailabilityandcontractedpricearesparate;verifieddistributorheterogeneityanalysis293;newupstreamcontractsobs5401/5403. Firstorder:lostQataroutputandlogisticsconstrainavailablepurity-qualifiedgas;spotbuyers/distributorswithoutreplacementvolumeeatcosts,alternativeupstreamandlogisticscapacitygainnegotiatingpower. USGS2025annualbaselineQatar63/190=33.16%global,one-monthfulloutage5.25mcm=2.76%annualglobalflowbeforeinventory/replacement;NOTcurrentSeptemberloss. Secondorder:reliableLIN/APDnetworkswinlongercontracts;LINalreadyreportspositivedollarcontribution,APDstillnegativeYoYheliumbridge. BSINplantgatecontractassignsdownstreamcoststounnamedbuyer;thisdoesnotidentifybuyerassuffererifcustomerpricesriseenough. Thirdorder:multiyearcontractsfinancealternativecapacityandusersadoptrecycling/low-heliumMRI,erodingscarcityrentsovercapitalreplacementtimescale. Philips7Lvs1500Linitialfilldoesnoteliminateinstalledfleetdemand. Counterargument:newplantsfailorrecoveryphysics/qualificationprolongsscarcity;counter-counterargument:flowrestoresbeforefixedcost/capexpaid,upstreamfixedpricingforegoesspotupside. Noextrapolationofsmallnewplantsintoglobalsupplycureorofplant-gatequotestofungiblepriceindex. Factsendatdateddisclosures;direction/durationofsecond&thirdordercashimpactareconditionalinferences. Sources https://pubs.usgs.gov/periodicals/mcs2026/mcs2026-helium.pdf ; https://www.sec.gov/Archives/edgar/data/101594/000143774926013368/ex_950842.htm ; https://www.sec.gov/Archives/edgar/data/1921865/000147793226003952/aspi_ex991.htm ; https://www.philips.com/a-w/about/news/archive/standard/news/articles/2026/why-resilience-in-mri-now-matters-as-much-as-performance.html .

Fixeddescriptiveindicatorson922all-adjustedIEXbarsendingSep4,notoptimizedstrategy. LIN477.43belowSMA20 483.171andSMA50 499.903,nearSMA200477.279;20day-2.216%,60day-5.923%,ADR20 6.5955(1.3815%),ATR14 8.0074. APD301.18belowSMA20 305.436butaboveSMA50300.080and200280.167;20day-.7399%,60day+9.5758%,ADR20 5.20575(1.72845%),ATR145.9153. Differentregimesconsistentwithdifferentgroupdriversbutnotproofheliumcausality. 1–2ADRmoveswouldbeLIN6.60–13.19andAPD5.21–10.41dollars,descriptivewindowcapacityNOTauthorizedtargets. Bothwholesharesabove212.7475equitycap;fractionalexitssessionlimitedandnotvalidated. Technicalsdo notrepairunknownnetedge,nostop/targetinvented. Source https://runway.adityaperswal.workers.dev/data/stock-bars ; fullobs5415–5416 andarchive.

Premises:(1)contractsharesarevolumedisclosures,notrealizedpriceindexes;(2)assumeequalbaselineunitprices90%contract/10%spot,baseheliumrevenue100,cost65,allcostsvariable;(3)uniformindependentcontractrepricing[-5,+10]%,spot[0,+100]%,volumeretention[.8,1.1],costinflation[0,40]%areassumptionsNOTestimatedlikelihoods. Python192gridcombinationsand100000numpyseed20260906draws. Atunchangedcontractsandvolume,spotdoubling=>revenue110;costinflation0/10/20/40%=>profit45/38.5/32/19versusbase35. 15.3846%unitcostinflationerasesprofitincrease. Assumed8%APDgroupheliumrevenueshare=>only.8%groupsalesupliftbeforecosts,mixandvolume;8%isnotdisclosedexactshare. Drawprofit-change5/50/95quantiles-61.17/-21.31/+22.20%;22.199%drawsexceedbaseprofitand6.924%drawshaveprofitupbutmargin%down. Thesearemodelgeometry,NOT22.199%winchanceorforecast. Fixedcosts,workingcapital,capex,correlationsandrepricingclausescouldworsen/improveoutcomes;cannotassignKellyfromassumeduniforms. Valid inference: need deliveredprice-costspreadandvolume,notspotpriceonly. Sourcecontractanchor https://investors.airproducts.com/static-files/1c55c69d-3196-4a46-b646-fd85adeec0f2 ;originalmodelnote295,obs5437–5438. No equity-price simulation justified without empirical payoff distribution.

Preregistered note295:501dailytrainingreturns2023–24,250heldout2025;2factorOLSlogreturnsagainstSPY/XLB,known2026shockdatesdescribedafterfit. HoldoutpredictiveR2LIN.5952/APD.5146,RMSE.7677%/1.2194%daily. Five-sessionresiduallog%onMar2/Mar19/Jul10:LIN+.5278/-1.3739/-2.0582;APD+6.3321/-.3003/-1.1084. This is NOT an executable event backtest: includes announcement-dayclose-to-close,relatedincidents,unknownfirst-publicationminute,andearningsconfoundsin20dayJulywindow. Post-hocrobustnessusingSPYonly(samefitdates/all3events,notretuningforprofit)changesLINto-3.4158/+1.0627/-.8356andAPDto+.1830/+3.4991/+.7979;attributionsdependstronglyonbenchmark. StateStreetSep3XLBweightsLIN12.97%APD4.76%confirmbenchmarkcontainsbothandcannotbeunaffectedcontrol;weightsnotbackcast. Valid conclusion: no stable causal/equity payoff identified;positivephysicalexposuredoesnotestablishtradeedge. 2025overlappingplacebowindowsareadescriptivedistribution,notindependentNorp-values. No win probability inferred. Sources https://runway.adityaperswal.workers.dev/data/stock-bars ; https://www.ssga.com/us/en/individual/etfs/state-street-materials-select-sector-spdr-etf-xlb . Everyeventstatobs5419–5436;scripts/resultsarchived.

Premises1 Ownnotes/observations/analyses/lessonsqueried; trade10BTC-.081%operatorliquidation, notnaturalexitdistribution. Emptybook/noqueuedorders => noR/targetprogressoradjustment. 2 Audit292/298 localizeslargehistoricaldailybarerrorsandrangeunderstatementupto20.71%; recent36daysreconcile. Minute/hourDec2matchandCoinbasecorroboratesopenlevels; exactpipelinecausestillunknown. 3 Fixedmeasurementcontrol306-308costed2026holdouts-2.4193/-13.1387/-34.6221%,N3/3/4; identicalsignals+timesyieldidenticaldaily/hourreturns. Nooptimizationsonholdout. Differentcoveragepolicyexplainsvarianttrades; no15minstop/targetrulevalidated. 4 Simulation323smalluncertainty-saturatedsamples; BTCnaivequarterKelly2.88dollarsbelow10minimum; actualsize0forall. ExistingETHratio/LTC/fundingrejectionsnotreopened. Conclusion noPROPOSE/EXIT/ADJUST/FUND; retain235.86cash. Validunderrequirementindependentnetedgeandtrade-readyexits; soundnessboundedbyinspectedholdout,smallN,indicativeopenfills,missinghistory. Bullcounterargumentcurrentall3SMA20>50 addressed331; couldrallywithoutvalidfundedge. Hardlimits850.99equity,212.7475positioncap,235.86fundcap,8.509plannedloss;shortfall349.01doesnotchangeedge. Newprospectivedailyqualityjob25queued28cycles,lastlocaltest3/3pass; actualsandboxfirstcyclependingat04:13read. Existing14/21/23researchonly; monitors16/35/37armed. Nextmanager06UTC; verifyjob25andsixfield21at04:15cycle. No datednewcatalystresearchedinthissingledee pdive. Sources https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://data.alpaca.markets/v1beta3/crypto/us/bars ; https://api.exchange.coinbase.com/products/BTC-USD/candles ; https://docs.alpaca.markets/us/docs/real-time-crypto-pricing-data .

Start state:245.69quantcash,850.99accountequity,zeroexposure. Goal: repeatablepositivecostedreturns. Bindingconstraint: independentnetedge andtailriskcalibration,notlackofdeployablecash. Premises:1.Fixedcashconsiderationboundsordinarycompletionupside.2.Regulatorydelaycreatesfunding/carrycosts andcanchangefeeprotection.3.Wrapperdiversificationreducessingledealriskbutretainsdownsidebeta andtradingfriction. Firstorder:PIPEunwindrequires400mrepayment; replacementoffering396mnet largelyfundsloanbutunderwriting/othercostsconsumevalue. Secondorder: regulatorybanonpassingunwindcoststoratepayersputsburdenonshareholdersunlessfutureauthorization; lenderandunderwritergetpaid,acquirerpreservesdealoption,consumersseekprotection. Thirdorder: timeextensionandlowerfeechangeexpectedpayoffwhilequietstockenterslowvolrankings; concentrationbyfactorinvestorscanexposecashbooks tohiddeneventrisk. MRGR's sparseprintsaddanobservationproblem,notjustaninvestmentproblem. Strongestcaseagainstcash: dealmightcloseandpassiveMRGRgained20.68%; rejectingallmergerarbitragewouldoverreach. Revisedconclusion: rejecttestedshortswingadaptations andcurrentTXNMentry,retainmechanismforfutureindependentdealcohortresearch. A $349.01monthlygapdoesnotalter61.25considerationorprovecompletionprobability;3sharesgrosscompletionprofitonly9.75USDbeforedividends/costs,expectedmanymonthslater. Sources https://www.sec.gov/Archives/edgar/data/1108426/000110842626000058/pnm-20260902.htm ; https://www.sec.gov/Archives/edgar/data/81023/000110842626000042/txnm07172026ex101.htm ; https://www.txnmenergy.com/~/media/Files/P/PNM-Resources/rates-and-filings/2025%20Blackstone%20Infrastructure/PNM/FINAL%20ORDER%20ON%20SHOW%20CAUSE%20PROCEEDING.pdf ; https://runway.adityaperswal.workers.dev/data/stock-bars .