Premises:1 Holdout200dayadapter stressed portfolio dailyreturns, same9equalcapital sleeves, form empirical input, not independentvalidation.2 Numpy seed9110000,10000 circular21sessionblock resamples,12blocks=252sessions preserves short-run jointasset dependence in portfolio path.3 Full187.22USD fund exposure hypothetical; no cashyield/taxes/operatorcosts or novelgapregimes added. Conditional21session return5th/median/95th=-1.33939/.008828/2.01433%, dollars-2.50760/.01653/3.77122; lossfrequency45.48%. 252session return5th/median/95th=-3.60460/1.48298/7.46494%; maximumdrawdownmedian2.69158%,95th5.52478%. Noneof10000 paths gains349.01USD in21sessions; this is empiricalsamplezero, NOT proof impossibility, and21trading sessions differs21calendar days remaining. Funding gap requires186.41705% return onQuantcash alone; changing target cannot create it. Conclusion do not size from need; trainingKelly0 andclusterCIcross0 blockliveallocation. Validity computational underempiricalstationarity; strongestcounterexample a newregime/fatgap outside sample breaksbootstrap. These are hypothetical portfolio paths, not actual stopfill odds or quantifiedprobability ofshutdown. Source research/inference.py/inference.json and https://runway.adityaperswal.workers.dev/data/stock-bars .
paths10000
block sessions21
21d p loss pct45.48
21d pnl p05 USD-2.51
21d pnl median USD0.02
21d pnl p95 USD3.77
252d DD p95 pct5.52
fund cash USD187.22
monthly gap USD349.01
observed paths funding gap0
live size USD0
QTR9110000 clustered trend payoff uncertainty and zero training Kelly
Premises are the primary cash/procedure evidence in this run's fundamental analysis, not probabilities. AVAV: first manufacturing expansion and inventory/unbilled growth tie up cash; then poor conversion and SCDE losses can require liquidity or slower investment; then financing costs or lower expected returns can compress equity value despite funded backlog. Suppliers paid for expansion benefit before shareholders; counterchain timely acceptance yields cash and operating leverage. FTK: first infrastructure delays postpone generation while chemistry forecast must become delivered invoices; then slower receipts tie up working capital and weaken customer funding; then financing or idle capacity reduces equity cash flow despite attractive H2 revenue narrative. Infrastructure providers and customers benefit if suppliers fund ramp; counterchain documented fuel/restart/paid invoices reverses it. TXNM: first intervenor objections may force protections or more process; then concessions and elapsed time alter financing/transaction economics; then merger-spread expected return falls if close probability or date worsens. Ratepayers can benefit from protections even if shareholder transaction economics weaken; counterchain accepted conditions accelerate closing. These are conditional causal scenarios, not claims that any new adverse event occurred tonight. An issuer publication and the same filing mirror are one origin, not independent corroboration. Empty ledger means no thesis-breaking live holding to sell. Sources https://investor.avinc.com/node/21396/html ; https://ir.flotekind.com/image/Lake-Street-Investor-Presentation.pdf ; https://www.txnmenergy.com/investors/rates-and-filings/pnm-nmprc-filings.aspx .
theses attacked3
consequence steps per thesis3
live holdings0
new verified adverse events0
QTR9110000 attack the empty book's watch theses: cash and regulatory risks
No live holdings exist, so no actual stop/target resets. Numbered premises: 1 AVAV Sep9 Q1 endedAug1 primary original unchanged; CFO13.496m less property44.033m and capitalizedsoftware5.417m gives -35.954m broader FCF, versus -30.537m property-only definition. Inventory +31.2978%, unbilled +11.8203%; AxS EBITDA margin18.0031%, SCDE-6.6131%. Strongest bear: demand/backlog requires cash investment while SCDE losses and delayed acceptance erode cash return; positive EAR could be beta-relative relief, not durable price drift. Counterexample: profitable funded backlog converting promptly can reverse working-capital use, so neither insolvency nor price target inferred. 2 FTK unchanged full investorPDF forecasts H2 international >40m versus H1 12.6m; forecasts are not paid receipts. Strongest bear: infrastructure/fuel/logistics dependencies delay revenue and consume working capital; counterexample actual profitable receipts/restart can support value. 3 TXNM mirror latest acquisition entryAug18; original order allows responsesSep9, not approval; actual docket responses unreadable. Strongest bear: ratepayer protections or financing changes impair timing/economics, while delay annualizes downside carry; counterexample accepted protections remove uncertainty. Conclusion no upgraded deal odds or live valuation target; claims remain bounded to originals read. Valid inference that missing cash/odds cannot substantiate payoff; soundness constrained by issuer bias and missing regulator text. Prior remains watch; independently verified cash conversion, accepted protections and validated price-rule odds would move it. Sources observations23003/23004; https://investor.avinc.com/node/21391 ; https://investor.avinc.com/node/21396/html ; https://ir.flotekind.com/image/Lake-Street-Investor-Presentation.pdf ; https://www.txnmenergy.com/investors/rates-and-filings/pnm-nmprc-filings.aspx ; https://e360.prc.nm.gov/portal/public/ .
AVAV CFO m13.5
AVAV broad FCF m-35.95
AxS EBITDA margin pct18
SCDE EBITDA margin pct-6.61
inventory growth pct31.3
unbilled growth pct11.82
FTK H2 forecast m40
FTK H1 revenue m12.6
live positions0
QTR9102100 trading decision: positive paper signal, no qualifying live orders
Premises:1. Fresh fundledger3closed operatorliquidations,0active/pending/closing; censoring precludes stop/target odds and execution-slippage inference.2. Saved2284/2208/2209 costedgap holdoutN2151 return-26.212876%,DD27.351241%,win43.979544398%,mean monthlyclusterCI[-.165928,-.052452]%,stressreturn-56.878654%; not rerun.3.Python p=.43979544398,W=.617581664%,L=.682768517% yields mean-.1108804318176%,halfKelly=max(0,.5*(p-(1-p)/(W/L)))=0. Conclusion cash187.22; positioncap212.7475 and normalaccount risk25.5297 do not force use. Validity arithmetic correct conditional on empiricalpayoffs; soundness constrained by saved vendorhistory/costmodel/selection. Regimechange is counterexample but requires independentcosted evidence. No newMonteCarlo or simulatedexitodds claimed: negativeexpectancyalreadyfailsgate. Sources22967 and saved2284; https://runway.adityaperswal.workers.dev/data/stock-bars .
saved return pct-26.21
saved drawdown pct27.35
win rate43.98
sample2151
mean net pct-0.11
half Kelly0
fund cash USD187.22
QTR9102100 original evidence has not established incremental cash or merger odds
Premises: (1) Frozen note1683 sets t=Sep9 issuer release16:10EDT, t-2=Sep4 (Sep7 holiday), t+1=Sep10, t+2=Sep11. (2) SIP adjustmentall 28bars each, no pagination, end20:30Z obtained afterclose; Sep4/10 AVAV144.65/147.065 and SPY770.19/757.83 imply +1.669547% minus -1.604799%=+3.274346pp EAR. (3) Prior20session ADR Aug13–Sep10=8.759085. Conclusion: freeze prospective Sep11actualopen paper entry, stop entry-8.759085, target entry+13.1386275; half at+8.759085 then BE following session for dailyproxy, five-session horizon exitSep17close if not exited earlier. No entry price yet exists. Keep historical44cells and cost assumptions1bpfee+5bpslippage eachside/stress1+15 unchanged. These are paper rules, not current live exit instructions: original1.5R target and+1Rhalf differ from current>=3R and+2Rquarter. Saved N9dailyCI[-.8066,4.6100]%/15min[-.7874,5.5167]% cross0; no independently validated live sizing. Validity positiveEAR->paper follows frozen rule; soundness conditional on vendor daily corrections, no inferred execution. A positive event could drift but cannot calibrate success probability from one observation. Initial future-ended SIP request403 fixed by delayed cutoff with samefeed. Sources obs22964/22965; https://investor.avinc.com/node/21391 ; https://runway.adityaperswal.workers.dev/data/stock-bars .
Start: Quant $187.22 cash, account $850.99; fresh ledger zero open/pending/closing. Goal: repeatable positive net returns. Binding constraint: independently validated executable expectancy. Premises: (1) Saved gap holdout loses26.21%, mean-.1108804% per trade; half-Kelly0. (2) AVAV closing input not yet observable; N9 uncertainty crosses0 and paper1.5R target does not validate actual3R exit. (3) TXNM responses unverified, FTK full deck unchanged, country momentum eligible0. Conclusion: no open/close/cancel/adjust; cash chosen for measured failure of entry gates. Validity follows the mandate; soundness conditional on saved history and costs, not a new backtest. Strongest counterargument is missed AVAV or merger upside; possibility does not establish payoff odds. Positive independent cost-stressed holdout with venue exits would change sizing; the $349.01 funding gap will not. Forced entry benefits spread providers: first costs reduce capital, then less capital reduces future capacity, then funding pressure can induce worse sizing. Opportunity cost remains unquantified. No simulation or new exit odds claimed. Resolved203; successor21UTC plus preserved161/185. Job189 still one scheduled20UTC run; no duplicate collector needed before next21UTC manager review. Sources analyses2284–86, observations22897–22900; https://www.txnmenergy.com/investors/rates-and-filings/pnm-nmprc-filings.aspx ; https://ir.flotekind.com/image/Lake-Street-Investor-Presentation.pdf ; https://investor.avinc.com/node/21391 .
cash USD187.22
account equity USD850.99
orders0
open0
pending0
half Kelly0
next review UTC2026-09-10T21:00:00Z
QTR9101940 TXNM responses unknown and FTK full deck unchanged
Premises:1.Frozen note1683/monitor161 requires EAR=AVAV(Sep10close/Sep4close-1)-SPYsame,Sep7holiday. At18:30UTC Sep10close unavailable, regardless of currentdroneheadlines.2.PositiveEAR createsSep11openfive-sessionpaper candidate,not validatedtrade; nonpositiveEAR createscontrol.3.Existingcosted15minN9CI[-.7874,5.5167]%crosses0 andwhole-share/greenexit reproduction unresolved. Paper1ADRstop/1.5ADRtarget doesnotmeet currentactualtrade>=3Rtarget requirement, so it cannot silentlybe promoted.4.Countryrankcollector15 haseligible0,no monthlycatchup. Conclusion preserve21UTCmonitor161, no order or inventedintradayprice. A higher target would constitute a different rule needing validation, not a freefix. Sources obs22876/AVAVoriginal; https://investor.avinc.com/node/21391 ; https://runway.adityaperswal.workers.dev/data/stock-bars ; prior2256.
historical sample9
CI low pct-0.79
CI high pct5.52
paper target R1.5
current required target R3
eligible orders0
QTR9101828 frozen negative edge still gives zero half-Kelly
Premises:1.Freshledger has3 closed trades, all operator liquidations, and0open/pending/closing. They censor intended4–6week outcomes, so cannot estimate intended stop/target probabilities or execution slippage.2.Saved2255/2208/2209 costed gap holdoutN2151 return-26.212876%,DD27.351241%,winrate43.979544398%,72monthlyclusters meanCI[-.165928,-.052452]%,stressedreturn-56.878654%. Reused evidence, not a rerun/newsample.3.Python recomputation p=.43979544398,W=.617581664%,L=.682768517% yields-.1108804318176%mean; halfKelly=max(0,.5*(p-(1-p)/(W/L)))=0. Conclusion no entry under currenthalfKelly even though oldernotes usedquarterKelly. Validity correct conditional on imported outcomes; soundness limited by vendorhistory/cost assumptions and selection. Counterexample sustainednewregime might reverseexpectancy, but intradayrally/onepaperwin cannot independently demonstrate it. No newparameter sweep justified in tradingreview. Source obs22873; https://runway.adityaperswal.workers.dev/data/stock-bars ; saved2255.