Notes

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 https://runway.adityaperswal.workers.dev/data/stock-bars ; https://query1.finance.yahoo.com/v8/finance/chart/

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 https://runway.adityaperswal.workers.dev/data/stock-bars ; https://query1.finance.yahoo.com/v8/finance/chart/

ComputedSep6. Same note246protocol. {"training":{"return":10.527194520952108,"drawdown":26.856746828851975,"sample":6,"win_rate":66.66666666666666,"avg_win_pct":9.402572050281917,"avg_loss_pct":11.4894002899393,"open_trades":0,"bars":502},"holdout":{"return":-36.18354977146783,"drawdown":53.261632585881834,"sample":4,"win_rate":0,"avg_win_pct":null,"avg_loss_pct":15.592940751033554,"open_trades":1,"bars":420},"stress":-37.03916609192431,"stats":{"mean_pct":-15.592940751033554,"mean_ci95":[-19.913162221205617,-11.27271928086149],"SPY_beta":1.5598530393948828,"annual_intercept_pct":-15.560640285415198,"correlation":0.46098773664947534,"regression_N":420},"simulation":{"paths":10000,"trades_per_path":10,"allocation_fraction":0.1,"terminal_pct_5_50_95":[-16.602098755654772,-14.573622707948875,-12.370968669257977],"loss_probability":1,"DD95pct":16.602098755654772},"technical":{"close":22.83,"SMA10":19.706,"SMA50":19.0946,"ADR20":0.56175,"return20_pct":3.867151956323922,"fresh_cross":false,"above50":true,"maxwhole_if_US":null}} https://runway.adityaperswal.workers.dev/data/stock-bars

IssuerSep2FY26results: GOLD isGold.com/preciousmetalsplatform, notBarrick. Q4EPS0.41 flatYoY/down80%QoQ;FY26EPS3.02,netincome82.3m,nonGAAPEBITDA179.8m. Special1.00+regular0.20dividendrecordSep16/paySep28. Noexdateasserted; no physicalshortageconcludedfromdividend/pricejump. Noentry. https://ir.gold.com/news-events/press-releases/detail/223/gold-com-reports-fiscal-fourth-quarter-and-full-year-2026-results

IssuerSep3Q3endedJul31: sales501.8m+1.3%,GM28.2%vs27.9%; debtpaid42.25m, debt672.2m,cash62.1m,netleverage2.8x. Hardware/extrudedvolumesdown; pricespartlyoffsetinputpressure/tariffreimbursements. FY25annualreport rawmaterials generallyseveralsuppliers, shortleadtimebacklog54.1mOct31. Recoveryfromcosts, not documentedinputmonopoly. https://investors.quanex.com/news-releases/news-release-details/quanex-building-products-announces-third-quarter-2026-results ; https://investors.quanex.com/static-files/562e38ab-50e1-4b9b-a7d2-1a106bb0a68c

CalculatedSep6: Jul20shares32,620,450*Sep4IEX86.245=2,813.350710m marketcapproxy. FY27guide midrevenue140m*20%nonGAAPnetmargin=28m, P/forwardnonGAAP100.476811x. MarketcaplessMay29cash116.5m /140m=19.2632x cash-adjustedrevenue proxy, NOT completeEV. Bookbill60.7/18.8=3.228723;22/50=44%;100.6/140=71.857143%. Datedshares and forecasts, not current verifiedvaluation. Noorder. https://www.sec.gov/Archives/edgar/data/1040470/000165495426006919/aehr_10k.htm ; https://www.aehr.com/2026/07/aehr-test-systems-reports-fiscal-2026-fourth-quarter-and-full-year-financial-results-with-record-quarterly-bookings-and-100-million-effective-backlog/ ; https://runway.adityaperswal.workers.dev/data/stock-bars

Aug13issuerQ2 report: vesselusefullives20to25years effectiveJan1 2026; Q2depreciationreduction175m,6M351m. OceanEBIT935m versus229m YoY includes175mbenefit; removingit forcomparison yields760m,stillhigherbutless. Accountingestimate change is not cash pricing power. Quarterly loadedfreightrate2746USD/FFE versus2259yearago. https://investor.maersk.com/static-files/d0d97fdd-9715-463e-abba-259e202466e4

FiledAug13 forJun30 2026. Continuingpermitreceipts butbacklog includesorders withoutpermits; USInP permit timinguncertain, noUSGaAs permitsapproved. Eachorderneedsend-use/nonmilitarycertification, extendingcycle/cost. Therefore Q2marginrecovery and ongoingexportbottleneck coexist acrosscustomers/geographies. MorecurrentthanMarch10K; neither source provesSep6licensechange. https://www.sec.gov/Archives/edgar/data/1051627/000143774926027677/axti20260630_10q.htm

ComputedSep6;2023-24train/2025-Sep4holdout. Units percentages except Kelly fraction/correlation/beta. Selected history, no executable trade edge. {"training":{"return":345.633598505064,"drawdown":21.905587543219852,"sample":5,"win_rate":40,"avg_win_pct":89.69783211974274,"avg_loss_pct":3.5032486840557215,"open_trades":1,"bars":491},"holdout":{"return":132.34788701961804,"drawdown":57.33588576121378,"sample":4,"win_rate":50,"avg_win_pct":118.32512323639011,"avg_loss_pct":21.514976837353068,"open_trades":1,"bars":408},"stress":129.23269268578005,"stats":{"mean_pct":48.405073199518526,"mean_ci95":[-21.514976837353068,134.70798314842915],"quarterKelly":0.47534950014057287,"SPY_beta":0.2500777555643507,"annual_intercept_pct":109.62450347957626,"correlation":0.053242628099782766,"regression_N":392},"simulation":{"paths":10000,"trades_per_path":10,"allocation_fraction":0.1,"terminal_pct_5_50_95":[4.699619656769305,54.10944464794132,142.93190128254923],"loss_probability":0.0392,"DD95pct":10.482542444688193},"technical":{"close":5053,"SMA10":5234.9,"SMA50":5128.26,"ADR20":348.45,"return20_pct":9.94342906875545,"fresh_cross":false,"above50":false,"maxwhole_if_US":null}} https://query1.finance.yahoo.com/v8/finance/chart/5803.T

ComputedSep6;2023-24train/2025-Sep4holdout. Units percentages except Kelly fraction/correlation/beta. Selected history, no executable trade edge. {"training":{"return":-31.23880205331384,"drawdown":41.328560488933086,"sample":7,"win_rate":0,"avg_win_pct":null,"avg_loss_pct":5.138036365171024,"open_trades":0,"bars":506},"holdout":{"return":101.19086790360186,"drawdown":45.143871404713046,"sample":4,"win_rate":75,"avg_win_pct":32.74482890282718,"avg_loss_pct":9.642308914042669,"open_trades":0,"bars":425},"stress":98.79100128706891,"stats":{"mean_pct":22.14804444860972,"mean_ci95":[-1.9762500013106816,52.820585043496656],"quarterKelly":1.7536851666689812,"SPY_beta":0.034492292407393106,"annual_intercept_pct":53.07468080637639,"correlation":0.010352539736712007,"regression_N":373},"simulation":{"paths":10000,"trades_per_path":10,"allocation_fraction":0.1,"terminal_pct_5_50_95":[8.144560344094165,23.84463607941816,44.18282860102993],"loss_probability":0.002,"DD95pct":2.8648900863744275},"technical":{"close":15.319999694824219,"SMA10":15.8729998588562,"SMA50":16.119999923706054,"ADR20":0.6005000114440918,"return20_pct":-5.723078801081726,"fresh_cross":false,"above50":false,"maxwhole_if_US":null}} https://query1.finance.yahoo.com/v8/finance/chart/LYC.AX

ComputedSep6;2023-24train/2025-Sep4holdout. Units percentages except Kelly fraction/correlation/beta. Selected history, no executable trade edge. {"training":{"return":6.909042666048444,"drawdown":30.09308652577761,"sample":6,"win_rate":50,"avg_win_pct":9.802833225490653,"avg_loss_pct":10.376791651250095,"open_trades":1,"bars":500},"holdout":{"return":53.9611959417041,"drawdown":26.712057574135628,"sample":5,"win_rate":60,"avg_win_pct":8.047291098054778,"avg_loss_pct":5.972884895777357,"open_trades":1,"bars":417},"stress":51.44195896268102,"stats":{"mean_pct":2.4392207005219237,"mean_ci95":[-5.772772362317384,11.050257229369842],"quarterKelly":1.2686950595822593,"SPY_beta":0.155553444031921,"annual_intercept_pct":56.475533534399,"correlation":0.06147942962315344,"regression_N":405},"simulation":{"paths":10000,"trades_per_path":10,"allocation_fraction":0.1,"terminal_pct_5_50_95":[-2.2585411625800997,2.423118957769166,7.409949000410676],"loss_probability":0.2038,"DD95pct":3.6373529728664034},"technical":{"close":22610,"SMA10":21765,"SMA50":18289.8,"ADR20":773,"return20_pct":32.14494447691409,"fresh_cross":false,"above50":true,"maxwhole_if_US":null}} https://query1.finance.yahoo.com/v8/finance/chart/MAERSK-B.CO

ComputedSep6;2023-24train/2025-Sep4holdout. Units percentages except Kelly fraction/correlation/beta. Selected history, no executable trade edge. {"training":{"return":11.568891920603127,"drawdown":33.6254596996401,"sample":8,"win_rate":37.5,"avg_win_pct":14.357850947897605,"avg_loss_pct":5.337330028688987,"open_trades":0,"bars":502},"holdout":{"return":294.8017093107208,"drawdown":37.348053217038334,"sample":7,"win_rate":42.857142857142854,"avg_win_pct":91.41322120704926,"avg_loss_pct":10.238676383011482,"open_trades":0,"bars":420},"stress":286.59730679401065,"stats":{"mean_pct":33.326422584157406,"mean_ci95":[-7.555799047972869,81.92217897636986],"quarterKelly":0.8901759904538508,"SPY_beta":2.5681241711877947,"annual_intercept_pct":129.0867247482743,"correlation":0.574178629120135,"regression_N":420},"simulation":{"paths":10000,"trades_per_path":10,"allocation_fraction":0.1,"terminal_pct_5_50_95":[2.5844679141373774,34.755534722853355,88.14142188925354],"loss_probability":0.0356,"DD95pct":6.953987346734404},"technical":{"close":1015,"SMA10":946.1005000000001,"SMA50":937.7451999999998,"ADR20":40.55175,"return20_pct":15.549686365137006,"fresh_cross":true,"above50":true,"maxwhole_if_US":0}} https://runway.adityaperswal.workers.dev/data/stock-bars