Stats

Premises:1 Underlying trend evidence may contextualize options but cannot establish their expectancy.2 Parameter choice must precede holdout.3 Charge costs and lag signals. vectorbt adjustedIEX closes2022–Sep4 2026 (IBIT startsJan2024). Six rules fast/slow10/50,20/50,20/100 crossed with calmfilter true/false. Long condition C>SMAfast>SMAslow; calmfilter additionally mean20r²<mean60r². Signals shifted1session; enter/exit at nextclose, so no sameclose lookahead. Select highest training totalreturn beforeJan1 2025, then freeze '20/100/calm=False'. HoldoutJan2025–Sep4 2026 startsflat; historical indicators warmed from training. All-in hypothetical $10000 underlying account, no options,multiplier,1%size or15min exits represented. Base fee5bp+slippage5bp per side;stress10+10bp per side. Dividends approximated through adjusted totalreturn prices, actual cash timing omitted. Training sweep and all results recorded in observations. Base {"return":-9.745647759126095,"drawdown":-15.152058406624224,"win_rate":35.714285714285715,"closed_trades":14,"open_trades":1,"avg_win_pct":1.9692888103112876,"avg_loss_pct":-2.532015586754256}; doubled {"return":-12.325371970621582,"drawdown":-17.120894011513276,"win_rate":28.57142857142857,"closed_trades":14,"open_trades":1,"avg_win_pct":2.2126865088046297,"avg_loss_pct":-2.457304011436743}; buyhold -18.32385080827238%. Return includes terminal open mark where present; winrate and average wins/losses use CLOSED trades only. Positive results are exploratory across seven markets, trade dependence and post-selection confidence not established; no new fund or stock mandate inferred. These are distinct state-based rules from CLI's crossover baseline. Actualoption payoffs/history N0, cannot transfer stock p/W/L to cheap-leg options or quarterKelly. Source https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=IBIT&timeframe=1Day&feed=iex&adjustment=all ; research_vol/analyze.py andbacktest.json.

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 Future realized variance must be forecast with data available at forecast date.2 Forecast loss improvement is not option-return expectancy.3 Cross-market and serial dependence must enter uncertainty. Fixed SPY,IWM,GLD,XLE,EEM,TLT,IBIT universe; adjusted IEX daily2022-01-01 through2026-09-04,1173bars each exceptIBIT665 from2024-01-11. No duplicate timestamps or missing dates relativeSPY after ownfirstdate; this does not verify complete consolidated coverage. r=log(Ct/Ct-1), target y=mean(next5 r²). Candidate dailyvariance RV20,RV60,EWMA alpha.06/.03,logHAR using log squared-return means1/5/22 sessions plus intercept; OLS logtarget, logfloor1e-10, in-sample exp-residual smearing. Minimum60session warmup. Fit/select minimum training mean(log f+y/f) at dates<2024-12-20, so all target outcomes precede2025 holdout. Training686rows per establishedETF,178IBIT; train selection biased in-sample by design, heldout untouched. HAR selected IBIT/IWM/SPY/EEM/GLD,EWMA.97 TLT/XLE. Holdout2025-01-01 onward sampled every5sessions gives83 disjoint forward windows perETF (581rows,83 independent calendar windows at most, NOT581 independent assets). Manual target-index checks passed all7. Annualized current vol sqrt(252f): IBIT55.00%,IWM17.48%,SPY10.47%,TLT9.409%,XLE21.93%,EEM17.86%,GLD19.36%. Lossdifference selected-RV20 negative better: SPY-.115592,IWM-.067709,TLT-.051919,XLE-.037129,EEM-.071902,IBIT+.018637,GLD+.134709. 50000 circular moving-block bootstrap draws,4 five-session observations perblock, common indices acrossassets preserve dependence; Bonferroni95family interval onlyTLT excludes0[-.114048,-.001401]. SPY[-.251724,.002757],IWM[-.162909,.009529] lose individual significance. Equalasset pooledmean-.027272,95CI[-.084595,.028682]. Realized/forecast variance ratios:GLD2.047,EEM1.397,IBIT.621; approximate95ratio intervalsGLD[1.433,2.802],EEM[1.051,1.741],IBIT[.472,.800]. Do not retrofit favorable ratio into validation. Assumptions: fixed blocklength, stationary resampling, selected survivingETF universe, IEXsample; no event/jump identification or volatility risk premium. Counterexample: GLD highvol regime invalidates stable diffusion forecast. Valid conclusion limited to TLT forecast component worth prospective checking; does not establish cheap options. Source https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=SPY,IWM,GLD,XLE,EEM,TLT,IBIT&timeframe=1Day&feed=iex&adjustment=all . Scripts research_vol/analyze.py,uncertainty.py; all coefficients,traininglosses,holdoutrows,regimes andbootstrap figures recorded as observations.

Premises:1.IssuerSep4NAV108.09,currentannualexpense0.32%=0.31management+0.01other.2.EFAownsdevelopedlarge/midcapequitiesoutsideUS/Canada; dailyETFreturnsalreadyreflectwrapperexpenses.3.Approximate10calendar-dayexpense0.00877% is smallrelativetoassumed20bproundtrip, but cumulativefeesandturnoverremainreal. Conclusion do not doublechargefundexpenseinthebacktestorcalloversoldRSIfundamentalundervaluation. Underlyingearnings/FXanddiscounttomarketvaluearenotestimatedbyRSI. Counterexample:temporarypriceconcessioncanexistwithoutcheapunderlyingbusinesses;validatedpayoffstillneeded. Managercollectsfeesregardlessofouralpha;brokerscollectturnovercosts. Noissuer-specificearningsforecastornetassetarbitrageproposed. Source https://www.ishares.com/us/products/239623/ishares-msci-eafe-etf ; observation8019.

Premises:1.ConnorsFeb2007R2article reports84.31%wins/102SPXtrades1995–2006usingday3samecloseRSI2entry; not executableaftercompletedclose.2.Frazzini/Israel/MoskowitzDec2012fullpaperpp3,7–8,26–28 studiesprior-monthstockcrosssection,largemanagerexecutionandnonzeroSTRcapacity; summarycannotmeanallsmallreversalsfail.3.CashonlyETFnextopen/barrieradaptation is new implementation,not exactinstitutionalreplication. Conclusion freeze separate test ratherthanimporteitheroldwinrateorblanketrejection. Validity: populations/timing/costs differ; soundnessoriginalauthorrulesverified,but2007simulationunauditedandAQRhistoricalcostextrapolationassumesstablecoefficients. Counterexample:smallordersavoidcapacityimpactyetstillpayspreadsandcanloseovershootingstops. Prior remainsunknown netedge; positiveindependentactualexitvalidationwouldchangeallocation. Sources https://tradingmarkets.com/recent/the_improved_r2_strategy_84_correct_with_just_6_rules_-674361 ; https://pages.stern.nyu.edu/~afrazzin/pdf/Trading%20Cost%20of%20Asset%20Pricing%20Anomalies%20-%20Frazzini,%20Israel%20and%20Moskowitz.pdf . Protocol595/596/598. Internationalpaperdatasample1983–2011;pp27heading1982isinternalinconsistency,notourdata.

Premises1 fully paginated2025-Jan1 to2026-Sep7 05UTC hourly counts14740/14740/14735, duplicates0, missing2/2/7.2 Compare only24-hour UTC aggregates to raw daily:217/612 BTC,211/612ETH,205/611SOL days differ at1e-6 relative tolerance; most are smallclose differences, max0.09466/0.09229/0.11537%. Larger open discrepancies6.2064/7.9068/10.2992%; maxlow3.9861/6.8874/11.2848%; volume96.6146/99.3558/95.3367%. Last mismatchesBTC Aug30,ETH/SOL Apr10.3 LatestSep6 passing audit does not validate older execution opens or ranges. Source https://runway.adityaperswal.workers.dev/data/crypto-bars . Counterargument bar definitions or revised trades may explain discrepancies; missing correction metadata means cannot identify which series is authoritative. Conclusion raw-history backtests are diagnostic, no allocation even for positive results. Implement explicit calendar gap fencing and matched hourly-derived daily sensitivity, without treating this as repaired ground truth. Binding constraint data provenance plus independent netedge; no accusation feed fraud.

Premises1 query_trades fundcrypto Sep7 returned one closed BTC tradeid10: entry81614.8 Sep3 19:42:24.677UTC, exit81548.7 20:30:20.345UTC, operator liquidation; notional137.2644226836.2 Return from prices -0.080989%; holding47.9278minutes; stopped/targeted exits0, wins0, losses1, no winning-payoff estimate. Fees/quote-at-order/actual slippage unavailable.3 Operator interruption is a competing exit reason, not a completed3-4week signal outcome. Conclusion no empirical trading edge or reliable quarterKelly from this sample; require independent costed history and future observations. Counterexample early manual exit may save future loss but cannot establish intended strategy payoff. Recorded price return is not fee-adjusted realized cash P&L. Source venue query_trades fundcrypto trade10.

Premises:1 Explorer API06:03:59 shows recipient3998.49853728BTC and operator-linked reserve197.47187814BTC; latest observed controller spend retains3998.49849036 and sends only0.00001BTC to watched reserve. Observation8008.2 Both unchanged from06:01 job; recent transaction page25 is incomplete history, no claim all funds globally traced.3 Operator X post https://x.com/Liquid_BTC/status/2096696272447218108 returned403 in browser; targeted search did not locate a new first-party recovery notice. No new restart claim verified. Mechanism https://docs.liquid.net/docs/advanced-pegin-pegout explains federated BTC custody and LBTC burn/release; generic intended1:1 description is not real-time reserve attestation. First order unresolved custody/service confidence; second possible liquidity demand shifts to alternative rails; third reduced bridge adoption or security spending. These are conditional consequences, not measured BTC demand. Counterexample a verified return may improve sentiment, but reserve transfer need not purchase BTC. Neither balance retention nor block tip proves restored pegouts, forced sale, or Bitcoin mainnet failure. No event-conditioned sample supports positive allocation; watch only.

1. Fundamental540 and consequences537 identify an operating opportunity: already-issued DLA orders lock prices while input costs can fall. Commercial GP/lb collapsed to0.36; acceptedJuly2.6m and orderpriceformula do not establish cohortcost/paidcash. Sources https://www.sec.gov/Archives/edgar/data/101538/000110465926094035/uamy-20260630x10q.htm ; https://www.sec.gov/Archives/edgar/data/101538/000110465925110313/uamy-20250930xex10d1.htm . 57.3morderclaim vs12mfiling remainsunreconciled; cannot useceilingasguarantee. 2. Fixedbacktest543 rejects: train-41.66%,holdout35trades-7.12%,DD58.25%,40%wins,avgwin12.96375%,avgloss8.05117%;blockmeanCI[-3.9867,4.7908]%. Sep4close5.20fails6.85breakout/SMA5.82. https://runway.adityaperswal.workers.dev/data/stock-bars . PointquarterKellynotaccepted underuncertainty; approved0. Simulation546notfutureprobability; twoactualtankerwinsnoloss samplecannotreplaceedge. 3. Cash278.67fund,0holdings/queues. Equity850.99,positioncap212.7475,risk8.5099. Nothingtoexit oradjust. No PROPOSE, EXIT, ADJUST ornewFUND. Operatorfundinggap doesnotalterpremises. 4. Next06UTCresearch: inspectnewacceptedshipment/batchcostandorderreconciliation only; strongeroperatingevidence requires independentstockedge beforetrade; delays/costoverruns/relaxation retainrejection. Noexactearningsdateverified, so noinventedearningsmonitor. Policyreview54setNov25beforeMOFCOMNov27clause2suspensionend, bothbranchesresearchonly. https://www.mofcom.gov.cn/zfxxgk/gkml/art/2025/art_43489ca6f2094b70954c25249702b4cc.html . 5. Sixthcollector denied5activecap; testedcombinedscript2735chars preservesjob16sixbarwatchesandaddsUAMY/LRVPDFselection. Replaced16with43,daily27initialruns. Firstremote04:15verified10lines1740chars,6barlines+3JSON,2HTTP200,26left,nextSep8 04:15. Existing12/18/36/39retained;carrier39actual01:45success4sources. SelectedPDFhashes notnewprofits. https://usantimony.com/investors/ ; https://www.larvottoresources.com/investors/asx-announcements/ . Noarmedreviewbefore06UTC. Conclusion validunderedgegate; soundnesslimits batchcosts,governmentpaymentvouchers,priceclauseredactions,actualrecoveries,anddailyvs15minexecution. Broadsourcecollectionchangedtheinitialshortagethesis; lastprimarychecksconfirmedconditionalspread ratherthanguaranteedrent. Saturationreachedwithin17minutes; nooverrun orborrowedfinish. Lessons217–219recorded; allanalysis kinds anddatapoints persisted.

Ran required CLI: node /app/agent/dist/backtest.js --symbols UAMY --strategy breakout --lookback20 --days1460 --stop-pct5 --target-pct10 (actual command uses spaces between flag and20). Source https://runway.adityaperswal.workers.dev/data/stock-bars . Output1002bars,68trades,+65.4721%,34.1623%DD,39.7059%wins,mean0.9560%,buyhold1185.9267%. This all-window diagnostic has different signal exits and fixed percentage stops; it is not the subsequent preregistered ADR/five-session long-only rule, has no independently held-out execution model in this output, and cannot justify entry. The costed vectorbt train/holdout test543 supplies the decision and rejects. Do not confuse attractive gross CLI performance with validated net stock edge.

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.

1. Resample corrected net-equity returns from 35 stressed historical holdout trades into 10,000 IID paths of20 trades at hypothetical10% capital allocation. Seed90407. End-return5/50/95 percentiles -7.0841/+0.1911/+8.6712%; loss frequency48.38%,95th-percentile trade-mark drawdown8.7577%. These are model-conditioned frequencies, not future win probabilities. Missing regime shifts, dependency and between-exit drawdowns make them optimistic risk descriptions. Four-trade block mean interval[-3.9867,4.7908]% reinforces uncertainty. Source https://runway.adityaperswal.workers.dev/data/stock-bars . 2. Separate deterministic economic grid, no assigned probabilities: DLA implied31.7073/lb from accepted82k/$2.6m; assumed all-in costs13.34,20,28/lb. Accepted82k yields GP1.50612/0.960/0.304m; hypothetical163k yields2.99387/1.90829/0.60429m; hypothetical289k yields5.30815/3.38341/1.07141m. Highest volume includes shipments not yet accepted as ofAug11 and some discussed forQ4, so notQ3forecast. At fixed existing7m quarterly operating deficit, evenbest illustrated289k case leaves1.69185m deficit, though othergrowth andcostchanges could alterthis. Cost13.34 is commercial proxy, not measured military-ingot cost; samepriceacrosscohorts approximate. 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. Hardlimits: equity850.99,position212.7475,fund278.67,risk8.5099. Point quarterKelly0.6842% capital(base),0.2811%(stress) assumes calibrated historicaldistribution; lower meanbounds negative, trainfails, entryfalse =>approved0. Two actualoperatorliquidations have no loss sample. No MC result repairs those gaps; no stop/target order proposed.

Source https://runway.adityaperswal.workers.dev/data/stock-bars , adjustedSIPdailycompletedSep4. Close5.20<prior20closinghigh6.85 andSMA50=5.82; fixedconjunctiveentryfalse.20sessionreturn-24.0876%,samplehighdrawdown-70.2347%,ADR20=.391045(7.5201%close),20daymeantradednotional42.988m. A largepricefalldoesnotprovecheapness orentirefundamentalbadnewspriced; corporate/regimechangesconfoundhistoricaltape. Hypothetical1ADRstop/2ADRtarget from5.20 wouldbe4.808955/5.98209; onlyscaleillustration, notqueuedexitsbecauseentryandedgefail. Single-share nominalADRrisk0.391045<equityriskcap8.5099,butovernightgapand15minsamplingcanexceedit. No executablebidask ortruecurrentextendedsessiondepthverified;marketclosed. Independentlycostedrulefailedso nofalling-priceentryorparameterchange.

1. Using issuerQ2roundedunitprices,costsandpounds, decomposeGPchange atpriorunitspread: volume(428425-340305)*8.47=+746376.4;price428425*(13.70-28.32)=-6263573.5;cost428425*(19.85-13.34)=+2789046.75;net-2728150.35,within75.65ofexact-2728226fromrounding. Sourcehttps://www.sec.gov/Archives/edgar/data/101538/000110465926094035/uamy-20260630x10q.htm. Identity notcausalregression: mix/NRV/processingtiming canaffectunitcosts. FourQ1/Q2comparatorsarenotindependentstatisticalevidence, no quarterlyregressionclaimed. Inventory13.964876mfinished /21.380103mSb=65.3172%; endfinishedvalue /Q2pureSbCOGS*91=222.37days descriptivecoverage, not turnoverforecast. 2. https://runway.adityaperswal.workers.dev/data/stock-bars SIPdaily2022-Jan3–2026-Sep4:1172returns. Dailyquantiles1/5/50/95/99=-14.3081/-8.75544/-0.266698/11.42564/19.10013%;SPYcorrelation0.2198245,beta1.24149. Poolednonstationarysampleincludingpennystockperiod; relationshipnotcausalantimonyexposure. 3. Fixed35tradeholdoutIIDmeanCI[-3.1859,4.1258]% widens4-tradeblock[-3.9867,4.7908]%; resamplingpreservesonlyshortlocaldependence, notfuturepolicyregime. Rejectedrulecannotbequalifiedbypositivearithmeticmeanwhilecompoundedreturnnegative. 4. Live query_trades fund=supply ids6/3 onlytwooperatorliquidations,FRO3.80516% andSTNG0.75226%,mean2.27871%,zeroobservedloss. Reuseanalysis469; noindependentnewoutcomes. MissinglossandcensoredexitsmakefundrecordKellyundefined. Conclusion: sourcesestablishcommercialsqueeze, notstockpayoffprobability;approvedsize0.

Preregistered note552 before customtest; UAMY selected after today'sfilings, so historicalholdout notpristineprospective. Datahttps://runway.adityaperswal.workers.dev/data/stock-bars, SIPadjusted daily2022-Jan3–Sep4 2026,1173bars, no pagination. Fixedclose>prior20closehigh ANDSMA50;nextopen; frozenprior20ADR,1ADRstop2ADRtarget,fifthsessionclose;stopfirstonambiguousdailybar,stopgapworseopen;flatatsplit/end,nooverlap. Fees5bp+slippage10bp eachside;stress20bp. vectorbt longonly withtwomarks/day; all35holdouttradeslong,35exits,compoundedentry-fee-inclusivePNL matchesportfolio1e-8. DailyOHLCnot15mintrigger/intradayliquidityvalidation; DD sampled twice/day mayunderstateintradayDD. Train2022–24:39trades,-41.6594%return,57.9309%DD,30.7692%wins. Held2025–Sep4 2026:35trades,-7.11606%return,58.2452%DD,40%wins,avgwin12.96375%,avgloss8.05117%,mean0.35480%;IIDbootstrap95%mean[-3.18592,4.12585]%;4-tradecircularblock[-3.98671,4.79083]%. Stress return-13.39560%,58.8669%DD,37.1429%wins,avgwin13.72262%/loss7.86336%. Primary netquarterKellypoint0.6842%capital,stress0.2811%; uncertainty-adjustedapproved0 becausemeanintervalcrosseszero,trainingfails,drawdownlargeandcurrententryfalse. Neighbors10/40 sessions testedasrobustnessonly:train-54.2387/-38.8928%;holdout+17.8054/+36.7124%,N41/25, bothmeanintervalscrosszero; notswitching tobestholdout. This rejectsfixedstockrule, notprovesnegativefundamentals. Numericaledgecannotbeimportedfromtwooperator-directed tankerwins. Internaldefaultboth-directionversiondiscarded; laterrawtrade-return denominatorcorrectedbeforeanalysis. Earlierobservationaverages supersededbycorrectedobservations; portfoliooutcomesunchanged. No trade orpaperprofitclaim.

Start235.86fundcash/equity850.99, goalrepeatable netgrowth; bindingconstraint independent event-conditioned netedge, not capitalurgency. Applied journal lessons193/192/191 plus new208-210. Numberedpremises:1 verifiedLiquidpegout3996.01834922BTC and03:30controllerconditionalreturn, fundsretained~3998.5; bridge exposure verified but completedrecovery/mainchainfailure/forcedsale not (501,532).2 eventBTC-.301%14h,market-adjustedresidual+.275vs-.274for8h, N1 and contaminatedcontrols => nocausal directional payoff (502).3 newfrozen daily/hourly costedbounce518-523fails;dailyholdouts-15.40/-7.60/-12.35%,win20/40/40%,W.9024/6.5701/3.0222%,L4.2040/6.5327/6.1113%,N5each.QuarterKellynegative=>clipped0;hourlyholdouts-74.38/-72.86/-75.17%,all9neighborsnegative. Prior398-400 remainrejected, no rescue fromgrossCLI534-536.4 soleowntradeoperatorliquidationN1 notexit/feescalibration; freshquotes and10kpathsim524do notsuppliedge. Conclusion no proposals/exits/adjustments/newfund,retain235.86cash. Validity: under explicit independentnetedgegate these premises implyzeroallocation; soundnesslimited by one-eventcoverage, historicalholdoutreuse, rawaggregationquality, actualfeeand15minfillgaps, not claim allcryptoedgesabsent. Strongestcounterargument controllerreturnmightcausequickrelief; absent probability/payoff cannotfundtrade, recoveryitselfneednotbuyBTC. Who benefits from chasing: venuefees, marketmakers; turnover drainscash -> cutsfuturecapacity -> shortensrunway. Equity1%8.5099,positioncap212.7475 andfundcap235.86 would furtherboundriskbutcannotcreateedge. Scheduled40Liquid8x15min,41quotes5x30min,42funding3x60min locallytestedcomplete,first scheduledruns notyetconfirmed04:14. Monitor53chosen06UTC checks return AND service, bothbranches researchonly. No othercrypto monitorsduebeforehandoff. Research complete within~14minutes of42planned; finalrecordphase began~04:13:30, unusedallowance not spent findinga rationalization. Gaps named in563. Sources https://x.com/Liquid_BTC/status/2096696272447218108 ; https://blockstream.info/api/tx/83825b2135dd0abac12c9dfe17f29ab81b3427e1ae864947b0bebce5e47c3c4b ; https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://runway.adityaperswal.workers.dev/data/crypto-snapshots ; https://docs.alpaca.markets/us/docs/crypto-fees .

Numbered premises:1. Original DBC monthly result reproduces +104.6964% over42later cohorts; main swing gate admits29, whose matched monthly hold returns+37.3643%.2. Actual frozen proxy exits return-1.1431%,DD10.0758%,p37.9310%,averagewin2.59139%,loss1.60982%,quarterKelly0; doubledcost-6.7137%,nextbarfill-5.6795%,95%meaninterval[-0.7654,+0.7939]%.3. DBC was selected after its strong known result, later2021–Aug2026 already inspected, price-bar proxy lacks executablequote/poll/overnight-history and exactdistributioncash; only2maincohortsbegin afterNov2025methodchange.4. Septembermonthlyformation passed; no catch-up permitted; accountflat,245.69quantcash, no pendingorders; own3operator-liquidatedtradesalsoempiricalKelly0. Conclusion no proposals; reject QEX90704 swing adaptation, preserve monthly benchmark as research WATCH only. Deduction valid under mandate'spositivecostedindependentedgegate; soundness limited by selectedsampleandfills, so do not claim alltrendrulesfail. Strongest counterargument: lowerDDandprofitable2022/narrowlowcostvariant, but negativecoststressandwideuncertainty preventadoption. Startcash;goalvalidatednetedge;bindingconstraintpayoffvalidation,notcapital. Facts end at historicalobservations; futureedgeunknown. Nextresearch choose a new prespecified question instead of repeated same-window exit tuning. Existingjob35next05:15UTC coversclinicalnoticesbeforenext06UTCresearch; no researchmonitor due or exposure requiring action whileoff. Fourfuturemonitorsremainarmed; no duplicatejobneeded. Analyses498,510–515,525–528;observations7787–7821. Codearchive557–562 readbackverified; index564. Sources https://runway.adityaperswal.workers.dev/data/stock-bars ; https://pages.stern.nyu.edu/~lpederse/papers/TimeSeriesMomentum.pdf ; https://www.sec.gov/Archives/edgar/data/1328237/000119312526083563/dbc-20251231.htm ; https://docs.alpaca.markets/us/docs/market-data-faq .

Start flat, supplycash278.67; goal validated profitable exposure. Binding operating constraint: accept economically priced shipments and collect cash. Prior scarcity thesis narrows to order-date price locks. 1. Q2 pure-antimony volume428425lb vs340305; ASP13.70 vs28.32, cost13.34 vs19.85; GP152857 vs2881083. GP/lb falls95.75% to0.36 despite volume+25.89%. H1 OCF-20.720183m; inventorycashuse9.601887m and APpayment4.473542m together67.93% ofburn. Inventory alone46.34%, not majority. JuneSbfinishedinventory13.964876m is65.32% ofSbvalue; ore7.415227m. https://www.sec.gov/Archives/edgar/data/101538/000110465926094035/uamy-20260630x10q.htm . Counterexample: stock can precede profitable contracted sales; inventory growth alone isn't distress. 2. 82klb acceptedJuly and2.6m revenue recognizedJuly imply31.7073/lb. Later81k/2.6m intransit,126k/3.97m pendinginspectionAug11; call phases some intoQ4, not all9.17mQ3. 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 . Commercial cost13.34 is not proven military-ingot cost; cohortmargin remains unknown. 3. Executed DLAcontract245m ceiling,5000original guaranteedminimum; laterorders ArgusRotterdam*(1+redactedprocessingfactor)+1/lbhandling, fixed for each order after issuance. No verifiedfiveyearfloor. Higherpriced orders may monetize cheaper feedstock: inference, not auditedcohortprofit. https://www.sec.gov/Archives/edgar/data/101538/000110465925110313/uamy-20250930xex10d1.htm . July1release andAug11call report57.3m orders,10Qnote5retains12m. Cannot fully reconcile by period:57.3m is issuerreported, not independentgovernmentconfirmation. https://usantimony.com/wp-content/uploads/gravity_forms/2-dbc5eb4a0dee7afbc4a7138457de0fdb/2026/07/2026-0701_DoW-Shipments-Update-PR_Final.pdf . 4. Riskfactors: historically mostore fromoneCanadiansupplier, top3customers80%2025revenue; suppliers tookgreater marketpriceshareH22025; ownedmine seasonal. https://www.sec.gov/Archives/edgar/data/101538/000110465926032049/uamy-20251231x10k.htm . June4msupplierconvertibleincludes356570prepaidundeliveredstock; belowmarketinputsclaimed buttotalcostunknown. Successfulownedore andhydromet couldlowercost. https://www.sec.gov/Archives/edgar/data/101538/000110465926094035/uamy-20260630x10q.htm 5. Sep4close5.20 *Aug7shares149669384=778.2808m indicativecap,10.38–12.97x60–75mguide. Sharecountdated, subsequentdilution/buybackunverified. Sourceshttps://www.sec.gov/Archives/edgar/data/101538/000110465926094035/uamy-20260630x10q.htm;https://runway.adityaperswal.workers.dev/data/stock-bars . SubtractingJune cash,Treasuries,Larvottomarks gives672.896m proxy, NOT formalEV: no liability,tax,illiquidityadjustments. Buyback100m merelyauthorization https://usantimony.com/wp-content/uploads/gravity_forms/2-dbc5eb4a0dee7afbc4a7138457de0fdb/2026/08/2026-08-19-Share-repurchase-program.pdf . Conclusion: reject automatic scarcity-buy, watch acceptedordercohortspread. Valid conditionalreasoning: unknown cash/payoff cannot passrequirededgegate. Soundnesslimits: issuerinterested; PR/transcript/10Q oneorigin; no batchcostledger,governmentpaymentvouchers,currentArgusinvoice or independentstockeventedge. Strongestbullcase is highpricedorders+cheapinventory+grant yieldingH2cash; preserveit. Upgrade operatingconfidence when acceptedcohortGP coversincrementaloverhead andOCF convertswithoutnewinventory/financingbuild. That supplies no calibratedstockwinprobability; size0 pendingseparateedge.

DecisionSep7research:retaincash127.65,noproposals/exits/adjustments/newfund. Numberednecessarypremises:1 accessiblefreshsynchronous executableoption/stockbidasks withverifiedfees/deliverables;2 independentfairvalueandrealisticbidexit clearaskandfees acrossplausiblemodels;3 frozenactualoptionhistory establisheswinprobability,averagewin/loss,positivequarterKelly;4 entirepremiumpluscost<=8.5099,fund<=127.65,position<=212.7475,netR/R>=1.5. Validity:failureofanynecessarygateprecludesentry. Soundness: closedLaborDayperiod;indicativeonly,datafromSep4;owntradeN0,actualoptionpayoffholdoutN0. OPRA403historicalmemorynotretriedandnotclaimedcurrenttest. Exactfeesunknown,assumed$.20roundtrip sensitivitycannotprovefillability. Modelcomparison86legs:escrow0positivepreexit;stockGBMFD1P42positivepreexit butmodel-sensitive,loses-$2.594155withhalfspreadproxyandrequires$73premium. Fourrisk-affordableputsallbid0;highvol58.927%maxfair.003927vsask.08;nosuitablebase-hitexit.17/29positivebidpairsflagnaiveparity but0Americanboundfailures; thisisnotproofallchainpricingcorrect. FeedIVdifferencesarenotindependentvalueestimates. TechnicaluptrendandvolholdoutN16CIcrossingzero supplynooptionedge. Nooptionbacktestreturn,drawdownorwinratecanbeclaimed; nofakeunderlyingstrategybacktestsubstitute. Empiricalp/W/Lunknown,size0,notmeasuredzerowinprobability. Prior 'dividendexplainsflags' survivesbroadboundsandK46modelsbutrewritten: unscaledescrowundervaluesexerciseandcanmissmodel-dependentP42flag; finite-differenceverificationrequiredneardividends. Strongestcounterargumenttruejumpvolcanchangeprices; requirepredeclaredjumpcalibrationandcostedactualoptionholdout,notfundingpressure. NoexitMonteCarloafterfailedtargetgate;500000terminalpathsusedonlynumericaldividendcross-check. ScopeoneFROdeepdive,newstructuralquestion; no duplicateunchangedCHWY/QQQscreen. Threeprimaryoriginsissuer/OCC/provider; reformulatedsearchyieldednoverifiedspecialdateorFRO-specificmemo, gapnotnegativefact. Stopcollectionbecauseaddedmethods/sourcechecks donotchangeaction; precisepricingnotfullysettled. Coverage: ownledgerempty,0due;job22healthy11runs,next05:15UTCskipclosedperiod,doesnotcoverFRO. Existingmonitors30/51/36retained;new52Sep17 19:40UTCchosenpre-exresearchreview verifies2.61date/classification/.80separationeitherway,nobuy. Nextresearch06UTCbeforeopenSep8 13:30; noFROquotejobneededovernightclosedmarket. Noordersplaced. Remaininggaps: executablefeed/history,fees,borrow/carry,OCCspecificdecision,physicaljumptails. Sources https://runway.adityaperswal.workers.dev/data/option-chain/FRO?feed=indicative ; https://docs.alpaca.markets/us/docs/historical-option-data ; https://infomemo.theocc.com/infomemos?number=54262 ; https://ml-eu.globenewswire.com/Resource/Download/59431810-8e9c-4a39-b3d0-cc2dd63da402 . Analyses508/509/529–531andconsequencesrecorded;quotes/modelsobservationssaved. Finishstageentered~10minof42plan;reportcompleteinsideprotected5min,nooverrun.

Premises:1 Quarterly2.61distribution transfers corporatecash to shareholders; itisnotnewenterprisewealth.2 Ordinarycashdividend affects Americanexerciseincentives.3 Long-onlyoptionbuyer cannotlockconversion/reversalprofit andmustpayentry/exitcosts. Firstorder: expectedcashdrop lowerspostexstocklevel andraisesputvalue relativecall; earlycallexercise canpreservepreexvalue. MeasuredSepK46feedIV44.96/99.22% neednotrepresentdifferentphysicalforecasts. Secondorder: capitalrequiredtoexercise100shares atK46=$4600, farabove850.99equity; ourfundmustselloptionbeforeexercise/expiry obligations, so theoreticalexercisevaluecannotbeassumed personallyrealizablethroughstockdelivery. Otherparticipantswithcapitalandborrowcanhelpalignprices, but providerindicativequotesnotNBBO. Thirdorder: treatingmechanicalpricegap asmispricingleadstopayingfeesandspreadforunhedgeddirectional/theta exposure; repeatednegative-netpurchasesreducecashrunway. Thesearemechanisms,notestimatedcausaltreatment effects. Who benefits: issuer returns cash underdistributionpolicy; entitledstockholdersreceivecashbutstocklosesentitlement; liquidityprovidersmayearnspread; noneguaranteesprofit. Special.80isconditionalandmayhavedifferentOCCadjustment; mixingwith2.61manufacturesafalsecashdrop. Strongestcounterargument: unexpectedgeopoliticalmoves canmakeputsvaluable; truebutnotprovenbypublicdividenddateor500000Gaussianpaths. OneFDpreexitP42flag+$4.91becomes-$2.59afterhalfspreadproxyandcost,and$73premiumviolates$8.5099risk. Startallcash850.99,fund127.65;goalrepeatablebasehits;bindingexecutionhistory,fullpremiumriskandpositivebidexit. No cross-sectortradesinferred fromshippingstory. Sources issuer https://ml-eu.globenewswire.com/Resource/Download/59431810-8e9c-4a39-b3d0-cc2dd63da402 ; OCC https://infomemo.theocc.com/infomemos?number=54262 ; provider https://docs.alpaca.markets/us/docs/historical-option-data ; venue https://runway.adityaperswal.workers.dev/data/option-chain/FRO?feed=indicative . Monitor52beforeSep18ex;existing30executiongate;noautomaticorders.

Premises:1 MOFCOM2025notice72 suspends2024notice46clause2 throughNov27 2026, but notclause1USmilitaryuser/useban. Generalexportlicensingalso remains. Sources https://www.mofcom.gov.cn/zfxxgk/gkml/art/2025/art_43489ca6f2094b70954c25249702b4cc.html ; https://www.mofcom.gov.cn/zfxxgk/gkml/art/2024/art_99f5d51bbe6a412ca309d5818c4dee52.html ; https://wms.mofcom.gov.cn/zcfb/wmgl/art/2025/art_c7cfa341670b456c8119042be393e062.html . It is invalid to infer either permanentblanketban or unrestrictedmilitarysupply. 2 LarvottoAug31firstproduction,4900tonnes/yearSb+40500ozgoldtarget8years, notachievedrunrate https://www.larvottoresources.com/wp-content/uploads/2026/08/61341464.pdf ; June9offtakegoldGlencore/antimonyWogen https://www.larvottoresources.com/wp-content/uploads/2026/06/61328765.pdf . UAMY~10%stake confers economicmarkexposure, notprovenexclusiveore. 3 OriginalDLA orderpricefixedwithmarketresetforlaterorders; commercialASPcollapsed but governmentacceptedcohortimplies31.71/lb. Contract https://www.sec.gov/Archives/edgar/data/101538/000110465925110313/uamy-20250930xex10d1.htm . First order: commercial availability/prices cannormalize while compliantmilitaryproduct commandsdifferentcontracteconomics. Existinghigherpricedorders mayrewardprocessorwithcheaperfeed; immediatebeneficiaries are qualifiedlowcostfeedstockowners andprocessorswithacceptedpricedorders, noteveryantimonydeveloper. Second order: Bolivianfuel/transportbottleneck canblock UAMY despiteUSsmeltingcapacity; customers/supplierscapturepartofrents; inventory, testing,shipping andacceptance tieupcash. USAS JV couldopencomplexfeed but earlyengineeringisnotcurrentcash. Source https://www.sec.gov/Archives/edgar/data/101538/000110465926097708/tm2622899d2_ex99-1.htm andhttps://www.sec.gov/Archives/edgar/data/101538/000110465926032049/uamy-20251231x10k.htm. Third order: Hillgrovenewsupply, recycling/substitution andlaterDLApriceresets canerode exceptionalspreads; militarypolicysegmentationmaypreserveaservicepremium. UAMY shareholder canbenefitfromLarvottoequityappreciationwhileUAMYcommercialgrossmarginfalls, so consolidatednetincome is ambiguous. USASandLRV remainresearchcomparators, venue/FXandpriceedgeunverified. Hardlimit:576tons~10%orecontains115200lb ifshorttons or126986lb ifmetric, before recovery. Hypothetical70% recovery gives80640–88890lb, roughlyone82kacceptedcohort, notmultimillionpoundautonomy. Current42tons/daycannotbeannualizedthroughwinter orpermittingstoppages. Aug25PR576versus42trucks*14=588approx; Aug11calllateJulyrestart versusAug25Aprilrestart mayreflectcampaignvspermission but remainsunresolved. Sources https://usantimony.com/wp-content/uploads/gravity_forms/2-dbc5eb4a0dee7afbc4a7138457de0fdb/2026/08/2026-08-25-US-Antimony-Corp-Continued-Mining-Success.pdf;https://www.sec.gov/Archives/edgar/data/101538/000110465926097708/tm2622899d2_ex99-1.htm. Facts end at dateddisclosures; allfuturemargintransmission conditional. Strongcounterargument: newofftakeandneartermrampmayoffsetrawpricepressure; requireacceptedtonnes,costandreconciledorders. No automaticlong/short or separatefund.

Required backtestCLI run mean-reversion20,z2,365days;366bars includes livepartialSep7day, nofees/slippage/holdout and unusedexitflag. Figures are gross diagnostic only; do not trust forproposal. Fixed state implementation verified from /app/agent/dist/backtest/strategies.js; completed-only daily/hourly nextopen costedchronologicaltests518-523supersede decision use. Premise1 gross historical performance insufficient;premise2 netholdoutfails;conclusion allocation0 even wheregrossSOLpositive. Source https://runway.adityaperswal.workers.dev/data/crypto-bars .

Required backtestCLI run mean-reversion20,z2,365days;366bars includes livepartialSep7day, nofees/slippage/holdout and unusedexitflag. Figures are gross diagnostic only; do not trust forproposal. Fixed state implementation verified from /app/agent/dist/backtest/strategies.js; completed-only daily/hourly nextopen costedchronologicaltests518-523supersede decision use. Premise1 gross historical performance insufficient;premise2 netholdoutfails;conclusion allocation0 even wheregrossSOLpositive. Source https://runway.adityaperswal.workers.dev/data/crypto-bars .

Required backtestCLI run mean-reversion20,z2,365days;366bars includes livepartialSep7day, nofees/slippage/holdout and unusedexitflag. Figures are gross diagnostic only; do not trust forproposal. Fixed state implementation verified from /app/agent/dist/backtest/strategies.js; completed-only daily/hourly nextopen costedchronologicaltests518-523supersede decision use. Premise1 gross historical performance insufficient;premise2 netholdoutfails;conclusion allocation0 even wheregrossSOLpositive. Source https://runway.adityaperswal.workers.dev/data/crypto-bars .

Premise1 completedSep6 close BTC80343.4945,ETH2515.445,SOL106.529 each above20/50daySMA:77255.03/69405.99,2419.67/2102.98,98.5177/84.4014.7day+3.4346/+4.0807/+4.6968%,ADR14 3.1492/3.8647/5.8714%; sourceobservations7454-56. Trendcontext positive, but neither entry rule nor incident specificity. Raw daily olderhigh/low integrity unresolved in inherited journal; ADRs illustrative pending full aggregationaudit. Premise2 current04:06quotes7460 roundtriploss.5265/.5313/.5639% at25bptakerfee eachside before extraslip. Displayed asks79.09/82.69/99.90USD versus212.75positioncap; single level not fullbook/filledcapacity. Premise3 genericbounce costedholdouts518-523fail, and prior398-400rules remain rejected; combinecontext cannot repair negativeedge. NominalR:R1.5 from measured ranges reduces after fees and can overshoot under15min venuechecks. Conclusion no defensible incident stop/target or order, cash. Counterexample limitmaking/continuedtrend couldprofit, but makerfill/adverseselection uncalibrated. 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 .