Stats

Premises: (1) The issuer's 2025 10-K states the index methodology changed November 10, 2025 and warns that preceding performance could differ under the new method. (2) DBC combines futures price changes, roll exposure and collateral income; the management fee is 0.85% annually, already reflected in NAV. (3) The original 2012 TSMOM study is diversified, long/short and volatility-scaled; our cash-only DBC adaptation differs materially. Conclusion: a positive DBC history supports testing a wrapper-specific rule, not importing the original study's expected return. Validity: changed instruments and payoff rules need separate evidence. Soundness limitation: current curve carry, constituent exposures and contemporaneous tracking error were not measured tonight; no commodity valuation claim is made. Counterexample: trends may survive methodology changes, so the break is not proof of failure. Who benefits: the manager earns asset fees and trading intermediaries earn turnover revenue regardless of our alpha. Source read September7 2026: https://www.sec.gov/Archives/edgar/data/1328237/000119312526083563/dbc-20251231.htm ; original https://pages.stern.nyu.edu/~lpederse/papers/TimeSeriesMomentum.pdf .

Premises:1. Saved analyses467/485 exclude a late entry after September1 formation. DBC later2021-Aug2026+104.6964%,DD27.5443%,N42,win59.5238%,avgwin5.44664%,loss3.40597% at10bp/side concerns monthly holds, not venue15minute stop/target/+1R exits. Training-11.6024% N22 and inspected later sample constrain confidence.2. Fresh ledger unchanged:0open/queued,3operator-liquidated trades; carried-forward empirical quarterKelly0 is not a reliable estimate of intended4-6week edge.3. Four research-only monitors fall after nextSep7 00UTC run. New21:01 watcher retains all3issuer records but identical selected links and limited coverage establish no new validated price rule.4. Fresh NYSE calendar confirmsSep7closure. Conclusion retain245.69cash, proposedsize0. Validity: changing formation or exits cannot inherit monthly payoff; soundness depends on saved research, not independent replay performed today. Counterexample: positive DBC later performance warrants prospective validation, but cannot establish a late-entry trade; DELL win likewise does not validate pooled PEAD. Start cash; goal positive net executable edge; binding constraint validation, not capital. Turnover benefits venues. First order improvised entries change exposure; second order imposed exits alter monthly returns; third order transferred Kelly overstates size. Facts end at saved history and fresh operational output; future profitability unestimated. Reconsider only eligible frozen formation plus independently costed actual exits on uninspected data. No new backtest, simulation or fundamental assessment claimed. Sources internal analyses467/468/485, note510 and fresh fund=quant operational tools; saved study provenance https://pages.stern.nyu.edu/~lpederse/papers/TimeSeriesMomentum.pdf and https://runway.adityaperswal.workers.dev/data/stock-bars (not refetched); calendar freshly verified https://www.nyse.com/trade/hours-calendars .

Premises:1. Saved analyses467/478 and frozen protocol exclude September8 catch-up after September1 monthly formation. DBC later2021-Aug2026 +104.6964%, DD27.5443%, N42, win59.5238%, avgwin5.44664%, avgloss3.40597%, costs10bp/side describes monthly holds, not actual venue15minute stops/targets/+1R management. Training -11.6024% N22 and previously inspected later period limit confidence. 2. Fresh quant ledger has0open/queued,3operator-liquidated trades and empirical quarterKelly0. 3. Four armed research-only monitors all follow next runSep7 00UTC; latest watcher retains all3issuer lines and existingjob35 runs21UTC. 4. NYSE calendar confirmsSep7 holiday. Conclusion retain245.69cash, no proposals. Validity: changing entry and exits cannot inherit monthly payoff. Soundness rests on saved study plus fresh operational queries; original study scripts not replayed. Strongest counterexample DBC positive later record warrants prospective validation but does not authorize late entry; DELL win does not validate pooled PEAD edge. Start cash; goal positive net executable edge; binding constraint validation, not capital. Venues benefit from turnover. First order catch-up alters entry distribution; second order imposed stops truncate monthly payoffs; third order transferring Kelly overstates sizing. Facts end at saved history/current operational evidence, future profitability unestimated. Reconsider only frozen eligible formation and independently costed venue exits on uninspected data. No new backtest, fundamental conclusion, price signal or Monte Carlo claimed in this trading audit. Sources internal analyses467/478 and fresh query_trades/list_monitors/list_jobs fund=quant; original study provenance https://pages.stern.nyu.edu/~lpederse/papers/TimeSeriesMomentum.pdf and https://runway.adityaperswal.workers.dev/data/stock-bars (not reread/refetched); freshly verified https://www.nyse.com/trade/hours-calendars .

Premises:1. Saved analyses454/467/471 and frozen monthly protocol exclude September8 catch-up after September1 formation. DBC2021-Aug2026 later cohorts returned104.6964%,drawdown27.5443%,N42,win59.5238%,avgwin5.44664%,avgloss3.40597% at10bp/side; these are monthly holds, not validated venue15minute stop/target/+1R exits. Training return-11.6024% N22 and previously inspected later period constrain confidence. 2. Current full quant ledger is3operator-liquidated closed trades,0open/queued; empirical quarterKelly0 cannot estimate planned4-6week exits. 3. Four quant monitors are research-only and all after next runSep7 00UTC. Activejobs8/15/35 suffice; no monitored action due while off. 4. NYSE confirmsSep7 holiday. Conclusion keep245.69cash, no proposals. Validity: untested entry or exits cannot inherit a tested monthly payoff. Soundness: saved study metrics and fresh operational queries support this exclusion; no study rerun or fresh issuer-result claim. Strongest counterexample DBC+104.70% warrants prospective work but does not establish late-entry edge; profitable DELL does not validate pooled live returns. Start cash; goal positive net executable rule; binding constraint rule validation, not capital. Who benefits from forced action: venues collecting turnover costs. First order late entry changes cohort exposure; second order stops censor monthly returns; third order borrowed Kelly overstates calibrated size. Facts stop at saved history/current state; future returns unestimated. Reconsider only with frozen eligible formation and independent costed venue-exit evidence on uninspected data. Sources: internal analyses454/467/471, query_trades/list_monitors/list_jobs fund=quant; study provenance https://pages.stern.nyu.edu/~lpederse/papers/TimeSeriesMomentum.pdf and https://runway.adityaperswal.workers.dev/data/stock-bars (not re-fetched); freshly opened https://www.nyse.com/trade/hours-calendars . No new backtest, fundamental assessment or simulation needed for unchanged eligibility gate.

Premises:1. Saved analyses454/467 constrain QTS90608 to first-session monthly entries; September1 formation passed and September8 catch-up is excluded. DBC later2021-Aug2026 return104.6964%,DD27.5443%,N42,win59.5238%,avgwin5.44664%,loss3.40597% at10bp/side describes full monthly holds, not required15minute stops/targets/+1R management. 2. Live ledger remains3operator-liquidated trades, empirical quarterKelly0; no independent current executable edge. 3. Fresh operational queries show0open/queued and4future research-only monitors, none due before Sep7 00UTC. Actual job35 scheduled output now includes all3issuers; prior pending retention verification resolved. Conclusion retain quant245.69cash, no proposals or duplicate jobs/monitors. Validity: a positive payoff under different entry/exits does not establish this trade. Soundness rests on saved study, not a rerun; independent script replay remains unperformed. Strongest counterexample DBC+104.70% supports continued prospective study, not late entry. Start cash; goal validated net executable edge; binding constraint is rule/exit validation, not available capital. First order catch-up changes entry distribution; second order imposed exits change monthly payoff; third order transferring monthly Kelly can mis-size. Turnover benefits venues while spending this fund's capital. Facts end at historical metrics and observed scheduler state; no future return inferred. Reconsider only after frozen eligible entry and costed venue-exit validation on genuinely uninspected data. No new backtest, fundamental catalyst inference or simulation claimed. Sources saved analyses454/467/468; original study provenance https://pages.stern.nyu.edu/~lpederse/papers/TimeSeriesMomentum.pdf and https://runway.adityaperswal.workers.dev/data/stock-bars ; freshly verified holiday https://www.nyse.com/trade/hours-calendars ; operational queries fund=quant.

Read query_trades fund=quant September6 12:32UTC; exact trade IDs9,7,1. Computed exit/entry-1 and qty*(exit-entry). N3, one win, average win7.93994%, average loss5.26143%, equal-trade expectancy -0.860974%, aggregate P&L -1.046053USD before separately billed overhead. Quarter-Kelly max(0,[p-(1-p)/(avgwin/avgloss)]/4)=0. All exits operator liquidation, none strategy stops or targets; horizons4-6weeks truncated to roughly1-2days. Premises: this is the full available quant closed ledger, but intervention and tiny sample invalidate extrapolation to intended PEAD payoff. A profitable DELL is a counterexample to 'all signals lose', not proof of aggregate edge. Slippage cannot be calculated without arrival quotes/order benchmark. Do not pool this empirical sample with monthly ETF cohorts. Conclusion cash; no simulation is used to manufacture exit odds from3intervened trades. Source internal query_trades fund=quant; recorded exact trade-level calculations observation7276.

Premises: 1. Frozen note401 explicitly permits first-session monthly entries and prohibits September8 catch-up from September1 formation. 2. Saved analyses449-455 are full monthly holds at10bp each side, not the venue stop/target/+1R management rule. DBC later2021-Aug2026 +104.6964%,27.5443% drawdown,N42,59.5238% wins, average win5.44664%, loss3.40597%; training analysis447 -11.6024% N22. Basket later+48.0882%, daily-marked drawdown12.0921%, N68 monthly observations; month-end-only drawdown9.9613% in embedded body is not the daily figure. 3. No open or queued quant exposure; four monitors are future research events. Conclusion: retain245.69cash, actual size0; strongest positive counterexample is DBC, but its monthly payoff and nominal quarter-Kelly8.5532% do not estimate a new late-entry swing. Validity: requiring tested entry and exits logically excludes a changed rule. Soundness: saved protocol and metrics support this gate; missing scripts/archive from interrupted08UTC run prevent independent replay here. Original source https://pages.stern.nyu.edu/~lpederse/papers/TimeSeriesMomentum.pdf and data https://runway.adityaperswal.workers.dev/data/stock-bars are provenance from prior study, not freshly rerun. No new backtest claimed. Start state cash; goal a positive net executable rule; binding constraint is rule validation, not capital availability. Brokers earn turnover costs; first-order improvised entry changes distribution, second-order stops censor monthly trend gains, third-order historical Kelly then mis-sizes the changed rule. Facts end at recorded historical metrics; future profitability is unestablished. Evidence that changes size: frozen prospective eligible entry plus independently validated costed15minute exits and uncertainty, within caps. No new symbol/parameter search on inspected holdout.

Premises:1.Frozen protocol note401; 2021-Aug2026 chronological holdout (market period inspected under prior rules); adjusted monthly12mETFreturn>BILreturn, next first-session open to nextmonthfirstopen, longonlycash, forcedmonthlycohortroundtrips. 2.Costs fee5bp/slippage5bp eachway, vectorbt reconciled independent wealth and nonnegativecash/assets. 3.{"key":"all/12/later/10/BASKET","adjustment":"all","lookback":12,"split":"later","cost_bp":10,"symbol":"BASKET","return":48.08817616635035,"drawdown":9.961345368540774,"win_rate":58.82352941176471,"sample":68,"average_win":1.8245057938390015,"average_loss":1.2454630673383589,"mean_payoff":0.5970322353347457,"passive_return":47.00142712959175,"drawdown_resolution":"month-end only"}. Basket equal-weight resets monthly across six sleeves, inactive allocations earn0. Sample and winrate refer68later/48training calendar months, not independent securitytrades; corrected daily-marked DD replaces monthendpoint metric. Basket withsix initialentries/fractionalweightsisnot venue-ready. Conclusion:watch historical adaptation only; no executable currententry adopted. Monthlyreturnsdo notvalidate mandatory15minuteexits or+1Rprofitmanagement. NoSeptember8lateentry (September1formationpassed). DBCindexchangedNov10 2025;SPY/GLDwholepriceabove212.75cap. Original58longshortvolscaledfuturesrule differs. Sources https://runway.adityaperswal.workers.dev/data/stock-bars and https://pages.stern.nyu.edu/~lpederse/papers/TimeSeriesMomentum.pdf ; scripts/results QTS90608.

Premises:1.Frozen protocol note401; 2021-Aug2026 chronological holdout (market period inspected under prior rules); adjusted monthly12mETFreturn>BILreturn, next first-session open to nextmonthfirstopen, longonlycash, forcedmonthlycohortroundtrips. 2.Costs fee5bp/slippage5bp eachway, vectorbt reconciled independent wealth and nonnegativecash/assets. 3.{"key":"all/12/later/10/DBC","adjustment":"all","lookback":12,"split":"later","cost_bp":10,"symbol":"DBC","return":104.69636283312967,"drawdown":27.54428907422235,"win_rate":59.523809523809526,"sample":42,"average_win":5.446640655425865,"average_loss":3.405966881790677,"mean_payoff":1.8634423665525028,"quarter_kelly":0.08553172884171127,"passive_return":113.44416417793921}. Sample excludes inactive months; metrics are fullmonthlyholds, not stops/targets. True singleentry passive return in diagnostics is 144.0505274413366%; metric passive_return is forcedmonthlyroundtrip comparator, NOT truebuyhold. Conclusion:watch historical adaptation only; no executable currententry adopted. Monthlyreturnsdo notvalidate mandatory15minuteexits or+1Rprofitmanagement. NoSeptember8lateentry (September1formationpassed). DBCindexchangedNov10 2025;SPY/GLDwholepriceabove212.75cap. Original58longshortvolscaledfuturesrule differs. Sources https://runway.adityaperswal.workers.dev/data/stock-bars and https://pages.stern.nyu.edu/~lpederse/papers/TimeSeriesMomentum.pdf ; scripts/results QTS90608.

Premises:1.Frozen protocol note401; 2021-Aug2026 chronological holdout (market period inspected under prior rules); adjusted monthly12mETFreturn>BILreturn, next first-session open to nextmonthfirstopen, longonlycash, forcedmonthlycohortroundtrips. 2.Costs fee5bp/slippage5bp eachway, vectorbt reconciled independent wealth and nonnegativecash/assets. 3.{"key":"all/12/later/10/GLD","adjustment":"all","lookback":12,"split":"later","cost_bp":10,"symbol":"GLD","return":59.70511084372099,"drawdown":27.678456644884385,"win_rate":54,"sample":50,"average_win":4.768091008534505,"average_loss":3.271061707656987,"mean_payoff":1.0700807590864185,"quarter_kelly":0.05610635142927532,"passive_return":91.04254764018958}. Sample excludes inactive months; metrics are fullmonthlyholds, not stops/targets. True singleentry passive return in diagnostics is 118.43667965761978%; metric passive_return is forcedmonthlyroundtrip comparator, NOT truebuyhold. Conclusion:watch historical adaptation only; no executable currententry adopted. Monthlyreturnsdo notvalidate mandatory15minuteexits or+1Rprofitmanagement. NoSeptember8lateentry (September1formationpassed). DBCindexchangedNov10 2025;SPY/GLDwholepriceabove212.75cap. Original58longshortvolscaledfuturesrule differs. Sources https://runway.adityaperswal.workers.dev/data/stock-bars and https://pages.stern.nyu.edu/~lpederse/papers/TimeSeriesMomentum.pdf ; scripts/results QTS90608.

Premises:1.Frozen protocol note401; 2021-Aug2026 chronological holdout (market period inspected under prior rules); adjusted monthly12mETFreturn>BILreturn, next first-session open to nextmonthfirstopen, longonlycash, forcedmonthlycohortroundtrips. 2.Costs fee5bp/slippage5bp eachway, vectorbt reconciled independent wealth and nonnegativecash/assets. 3.{"key":"all/12/later/10/TLT","adjustment":"all","lookback":12,"split":"later","cost_bp":10,"symbol":"TLT","return":-22.969891149969857,"drawdown":25.12748275250951,"win_rate":25,"sample":8,"average_win":1.0268715313018761,"average_loss":4.55319098237966,"mean_payoff":-3.1581753539592765,"quarter_kelly":0,"passive_return":-45.009168822566096}. Sample excludes inactive months; metrics are fullmonthlyholds, not stops/targets. True singleentry passive return in diagnostics is -37.12387778331523%; metric passive_return is forcedmonthlyroundtrip comparator, NOT truebuyhold. Conclusion:reject negative longTLT adaptation. Monthlyreturnsdo notvalidate mandatory15minuteexits or+1Rprofitmanagement. NoSeptember8lateentry (September1formationpassed). DBCindexchangedNov10 2025;SPY/GLDwholepriceabove212.75cap. Original58longshortvolscaledfuturesrule differs. Sources https://runway.adityaperswal.workers.dev/data/stock-bars and https://pages.stern.nyu.edu/~lpederse/papers/TimeSeriesMomentum.pdf ; scripts/results QTS90608.

Premises:1.Frozen protocol note401; 2021-Aug2026 chronological holdout (market period inspected under prior rules); adjusted monthly12mETFreturn>BILreturn, next first-session open to nextmonthfirstopen, longonlycash, forcedmonthlycohortroundtrips. 2.Costs fee5bp/slippage5bp eachway, vectorbt reconciled independent wealth and nonnegativecash/assets. 3.{"key":"all/12/later/10/EEM","adjustment":"all","lookback":12,"split":"later","cost_bp":10,"symbol":"EEM","return":45.78618947700892,"drawdown":23.442332910446527,"win_rate":57.77777777777777,"sample":45,"average_win":3.7104459467586066,"average_loss":2.8894420533510803,"mean_payoff":0.9238265689345165,"quarter_kelly":0.062244982287207165,"passive_return":25.660855026453856}. Sample excludes inactive months; metrics are fullmonthlyholds, not stops/targets. True singleentry passive return in diagnostics is 43.67972095207606%; metric passive_return is forcedmonthlyroundtrip comparator, NOT truebuyhold. Conclusion:watch historical adaptation only; no executable currententry adopted. Monthlyreturnsdo notvalidate mandatory15minuteexits or+1Rprofitmanagement. NoSeptember8lateentry (September1formationpassed). DBCindexchangedNov10 2025;SPY/GLDwholepriceabove212.75cap. Original58longshortvolscaledfuturesrule differs. Sources https://runway.adityaperswal.workers.dev/data/stock-bars and https://pages.stern.nyu.edu/~lpederse/papers/TimeSeriesMomentum.pdf ; scripts/results QTS90608.

Premises:1.Frozen protocol note401; 2021-Aug2026 chronological holdout (market period inspected under prior rules); adjusted monthly12mETFreturn>BILreturn, next first-session open to nextmonthfirstopen, longonlycash, forcedmonthlycohortroundtrips. 2.Costs fee5bp/slippage5bp eachway, vectorbt reconciled independent wealth and nonnegativecash/assets. 3.{"key":"all/12/later/10/EFA","adjustment":"all","lookback":12,"split":"later","cost_bp":10,"symbol":"EFA","return":34.40459969205336,"drawdown":24.74704997624526,"win_rate":65.45454545454545,"sample":55,"average_win":2.6964558441203197,"average_loss":3.3869082063404874,"mean_payoff":0.5949300812338588,"quarter_kelly":0.05515852248527607,"passive_return":49.03345720646146}. Sample excludes inactive months; metrics are fullmonthlyholds, not stops/targets. True singleentry passive return in diagnostics is 70.40378675952626%; metric passive_return is forcedmonthlyroundtrip comparator, NOT truebuyhold. Conclusion:watch historical adaptation only; no executable currententry adopted. Monthlyreturnsdo notvalidate mandatory15minuteexits or+1Rprofitmanagement. NoSeptember8lateentry (September1formationpassed). DBCindexchangedNov10 2025;SPY/GLDwholepriceabove212.75cap. Original58longshortvolscaledfuturesrule differs. Sources https://runway.adityaperswal.workers.dev/data/stock-bars and https://pages.stern.nyu.edu/~lpederse/papers/TimeSeriesMomentum.pdf ; scripts/results QTS90608.

Premises:1.Frozen protocol note401; 2021-Aug2026 chronological holdout (market period inspected under prior rules); adjusted monthly12mETFreturn>BILreturn, next first-session open to nextmonthfirstopen, longonlycash, forcedmonthlycohortroundtrips. 2.Costs fee5bp/slippage5bp eachway, vectorbt reconciled independent wealth and nonnegativecash/assets. 3.{"key":"all/12/later/10/SPY","adjustment":"all","lookback":12,"split":"later","cost_bp":10,"symbol":"SPY","return":79.89503671692097,"drawdown":20.289737441124668,"win_rate":70.9090909090909,"sample":55,"average_win":2.9880529372286713,"average_loss":3.358842320194322,"mean_payoff":1.1416834077965277,"quarter_kelly":0.0955206811743607,"passive_return":90.86716413027477}. Sample excludes inactive months; metrics are fullmonthlyholds, not stops/targets. True singleentry passive return in diagnostics is 118.23614740946043%; metric passive_return is forcedmonthlyroundtrip comparator, NOT truebuyhold. Conclusion:watch historical adaptation only; no executable currententry adopted. Monthlyreturnsdo notvalidate mandatory15minuteexits or+1Rprofitmanagement. NoSeptember8lateentry (September1formationpassed). DBCindexchangedNov10 2025;SPY/GLDwholepriceabove212.75cap. Original58longshortvolscaledfuturesrule differs. Sources https://runway.adityaperswal.workers.dev/data/stock-bars and https://pages.stern.nyu.edu/~lpederse/papers/TimeSeriesMomentum.pdf ; scripts/results QTS90608.

Premises:1.Frozen protocol note401; 2017-2020 training; adjusted monthly12mETFreturn>BILreturn, next first-session open to nextmonthfirstopen, longonlycash, forcedmonthlycohortroundtrips. 2.Costs fee5bp/slippage5bp eachway, vectorbt reconciled independent wealth and nonnegativecash/assets. 3.{"key":"all/12/train/10/BASKET","adjustment":"all","lookback":12,"split":"train","cost_bp":10,"symbol":"BASKET","return":14.782461703015382,"drawdown":11.283331332404467,"win_rate":54.166666666666664,"sample":48,"average_win":1.4849617476774295,"average_loss":1.2052339757894845,"mean_payoff":0.3021734567463224,"passive_return":36.816100590773026,"drawdown_resolution":"month-end only"}. Basket equal-weight resets monthly across six sleeves, inactive allocations earn0. Sample and winrate refer68later/48training calendar months, not independent securitytrades; corrected daily-marked DD replaces monthendpoint metric. Basket withsix initialentries/fractionalweightsisnot venue-ready. Conclusion:watch historical adaptation only; no executable currententry adopted. Monthlyreturnsdo notvalidate mandatory15minuteexits or+1Rprofitmanagement. NoSeptember8lateentry (September1formationpassed). DBCindexchangedNov10 2025;SPY/GLDwholepriceabove212.75cap. Original58longshortvolscaledfuturesrule differs. Sources https://runway.adityaperswal.workers.dev/data/stock-bars and https://pages.stern.nyu.edu/~lpederse/papers/TimeSeriesMomentum.pdf ; scripts/results QTS90608.

Premises:1.Frozen protocol note401; 2017-2020 training; adjusted monthly12mETFreturn>BILreturn, next first-session open to nextmonthfirstopen, longonlycash, forcedmonthlycohortroundtrips. 2.Costs fee5bp/slippage5bp eachway, vectorbt reconciled independent wealth and nonnegativecash/assets. 3.{"key":"all/12/train/10/DBC","adjustment":"all","lookback":12,"split":"train","cost_bp":10,"symbol":"DBC","return":-11.602379630110814,"drawdown":20.15155051025692,"win_rate":54.54545454545454,"sample":22,"average_win":2.55006962429347,"average_loss":4.112762017531156,"mean_payoff":-0.478490212899542,"quarter_kelly":0,"passive_return":-12.015976341928436}. Sample excludes inactive months; metrics are fullmonthlyholds, not stops/targets. True singleentry passive return in diagnostics is -3.3442925682827918%; metric passive_return is forcedmonthlyroundtrip comparator, NOT truebuyhold. Conclusion:watch historical adaptation only; no executable currententry adopted. Monthlyreturnsdo notvalidate mandatory15minuteexits or+1Rprofitmanagement. NoSeptember8lateentry (September1formationpassed). DBCindexchangedNov10 2025;SPY/GLDwholepriceabove212.75cap. Original58longshortvolscaledfuturesrule differs. Sources https://runway.adityaperswal.workers.dev/data/stock-bars and https://pages.stern.nyu.edu/~lpederse/papers/TimeSeriesMomentum.pdf ; scripts/results QTS90608.

Premises:1.Frozen protocol note401; 2017-2020 training; adjusted monthly12mETFreturn>BILreturn, next first-session open to nextmonthfirstopen, longonlycash, forcedmonthlycohortroundtrips. 2.Costs fee5bp/slippage5bp eachway, vectorbt reconciled independent wealth and nonnegativecash/assets. 3.{"key":"all/12/train/10/GLD","adjustment":"all","lookback":12,"split":"train","cost_bp":10,"symbol":"GLD","return":24.448592508417867,"drawdown":14.547983822957045,"win_rate":60,"sample":30,"average_win":3.4214792845630746,"average_loss":3.1065815929023604,"mean_payoff":0.8102549335769005,"quarter_kelly":0.05920355394467708,"passive_return":50.805688452397945}. Sample excludes inactive months; metrics are fullmonthlyholds, not stops/targets. True singleentry passive return in diagnostics is 65.66906008686999%; metric passive_return is forcedmonthlyroundtrip comparator, NOT truebuyhold. Conclusion:watch historical adaptation only; no executable currententry adopted. Monthlyreturnsdo notvalidate mandatory15minuteexits or+1Rprofitmanagement. NoSeptember8lateentry (September1formationpassed). DBCindexchangedNov10 2025;SPY/GLDwholepriceabove212.75cap. Original58longshortvolscaledfuturesrule differs. Sources https://runway.adityaperswal.workers.dev/data/stock-bars and https://pages.stern.nyu.edu/~lpederse/papers/TimeSeriesMomentum.pdf ; scripts/results QTS90608.

Premises:1.Frozen protocol note401; 2017-2020 training; adjusted monthly12mETFreturn>BILreturn, next first-session open to nextmonthfirstopen, longonlycash, forcedmonthlycohortroundtrips. 2.Costs fee5bp/slippage5bp eachway, vectorbt reconciled independent wealth and nonnegativecash/assets. 3.{"key":"all/12/train/10/TLT","adjustment":"all","lookback":12,"split":"train","cost_bp":10,"symbol":"TLT","return":17.57699432413391,"drawdown":15.732896703922528,"win_rate":44.44444444444444,"sample":27,"average_win":4.12813130201036,"average_loss":2.082494546681034,"mean_payoff":0.6777836082929186,"quarter_kelly":0.04104663579637381,"passive_return":31.50924586697208}. Sample excludes inactive months; metrics are fullmonthlyholds, not stops/targets. True singleentry passive return in diagnostics is 44.47076485706638%; metric passive_return is forcedmonthlyroundtrip comparator, NOT truebuyhold. Conclusion:watch historical adaptation only; no executable currententry adopted. Monthlyreturnsdo notvalidate mandatory15minuteexits or+1Rprofitmanagement. NoSeptember8lateentry (September1formationpassed). DBCindexchangedNov10 2025;SPY/GLDwholepriceabove212.75cap. Original58longshortvolscaledfuturesrule differs. Sources https://runway.adityaperswal.workers.dev/data/stock-bars and https://pages.stern.nyu.edu/~lpederse/papers/TimeSeriesMomentum.pdf ; scripts/results QTS90608.

Premises:1.Frozen protocol note401; 2017-2020 training; adjusted monthly12mETFreturn>BILreturn, next first-session open to nextmonthfirstopen, longonlycash, forcedmonthlycohortroundtrips. 2.Costs fee5bp/slippage5bp eachway, vectorbt reconciled independent wealth and nonnegativecash/assets. 3.{"key":"all/12/train/10/EEM","adjustment":"all","lookback":12,"split":"train","cost_bp":10,"symbol":"EEM","return":35.276910661382345,"drawdown":20.883668731050232,"win_rate":59.25925925925925,"sample":27,"average_win":4.142497227296224,"average_loss":3.0415006271865552,"mean_payoff":1.2156832865810177,"quarter_kelly":0.07336657213494893,"passive_return":47.08464904397205}. Sample excludes inactive months; metrics are fullmonthlyholds, not stops/targets. True singleentry passive return in diagnostics is 61.58127594778091%; metric passive_return is forcedmonthlyroundtrip comparator, NOT truebuyhold. Conclusion:watch historical adaptation only; no executable currententry adopted. Monthlyreturnsdo notvalidate mandatory15minuteexits or+1Rprofitmanagement. NoSeptember8lateentry (September1formationpassed). DBCindexchangedNov10 2025;SPY/GLDwholepriceabove212.75cap. Original58longshortvolscaledfuturesrule differs. Sources https://runway.adityaperswal.workers.dev/data/stock-bars and https://pages.stern.nyu.edu/~lpederse/papers/TimeSeriesMomentum.pdf ; scripts/results QTS90608.

Premises:1.Frozen protocol note401; 2017-2020 training; adjusted monthly12mETFreturn>BILreturn, next first-session open to nextmonthfirstopen, longonlycash, forcedmonthlycohortroundtrips. 2.Costs fee5bp/slippage5bp eachway, vectorbt reconciled independent wealth and nonnegativecash/assets. 3.{"key":"all/12/train/10/EFA","adjustment":"all","lookback":12,"split":"train","cost_bp":10,"symbol":"EFA","return":0.15733491102583042,"drawdown":25.557850737071874,"win_rate":55.55555555555556,"sample":27,"average_win":2.624210619388118,"average_loss":3.125121170970313,"mean_payoff":0.06895204589548197,"quarter_kelly":0.006568836870986333,"passive_return":30.593003237181637}. Sample excludes inactive months; metrics are fullmonthlyholds, not stops/targets. True singleentry passive return in diagnostics is 43.46421757860046%; metric passive_return is forcedmonthlyroundtrip comparator, NOT truebuyhold. Conclusion:watch historical adaptation only; no executable currententry adopted. Monthlyreturnsdo notvalidate mandatory15minuteexits or+1Rprofitmanagement. NoSeptember8lateentry (September1formationpassed). DBCindexchangedNov10 2025;SPY/GLDwholepriceabove212.75cap. Original58longshortvolscaledfuturesrule differs. Sources https://runway.adityaperswal.workers.dev/data/stock-bars and https://pages.stern.nyu.edu/~lpederse/papers/TimeSeriesMomentum.pdf ; scripts/results QTS90608.

Premises:1.Frozen protocol note401; 2017-2020 training; adjusted monthly12mETFreturn>BILreturn, next first-session open to nextmonthfirstopen, longonlycash, forcedmonthlycohortroundtrips. 2.Costs fee5bp/slippage5bp eachway, vectorbt reconciled independent wealth and nonnegativecash/assets. 3.{"key":"all/12/train/10/SPY","adjustment":"all","lookback":12,"split":"train","cost_bp":10,"symbol":"SPY","return":16.017545158381786,"drawdown":33.92609916205724,"win_rate":67.44186046511628,"sample":43,"average_win":3.0366436889832324,"average_loss":4.8430632972760215,"mean_payoff":0.471157693456964,"quarter_kelly":0.03878934620863625,"passive_return":62.628404986584265}. Sample excludes inactive months; metrics are fullmonthlyholds, not stops/targets. True singleentry passive return in diagnostics is 78.65702066045586%; metric passive_return is forcedmonthlyroundtrip comparator, NOT truebuyhold. Conclusion:watch historical adaptation only; no executable currententry adopted. Monthlyreturnsdo notvalidate mandatory15minuteexits or+1Rprofitmanagement. NoSeptember8lateentry (September1formationpassed). DBCindexchangedNov10 2025;SPY/GLDwholepriceabove212.75cap. Original58longshortvolscaledfuturesrule differs. Sources https://runway.adityaperswal.workers.dev/data/stock-bars and https://pages.stern.nyu.edu/~lpederse/papers/TimeSeriesMomentum.pdf ; scripts/results QTS90608.

Premises:1.DBC2025Form10KstatesindexmethodologychangedNov10 2025andolderperformancewoulddifferundernewmethod. Futuresreturnsinclude roll/collateral,notpure spot appreciation;managementfee0.85%annual paidmonthly,affiliatewaiverseparate,currentwebsitegross/netfeeconceptsdiffer. HistoricalETFpricesalreadyreflectongoingfundexpenses;donotdeductfeesecondtime.2.TLTissuerSep3duration15.05yearsandSECyield5.17% implyrateexposuredespitenominalTreasurycreditquality. Parallel+25bpyieldscenariofirstorderprice-3.7625%,beforeconvexity/carry;notforecastandcannotjustifytarget. Monthlydistributionsrequiretotalreturn/cashledgercare.3.GMEAug31preliminaryQ2netincome290-310mincludes238meBaygainoffset75mdigitalassetloss;fullSep8resultsnotfirstdisclosureofthesemarks. Conclusion: wrapperfundamentalsdefinewhatpricedatarepresents;positivecashtrenddoesnotreplicate58longshortfuturesorprovealpha. SeparatepostNov2025DBCdiagnosticonly,sparsewindowprecludesrobustvalidation. GMEearningswatchmustisolateincrementaloperatinginformation. Who benefits:managercollectsNAV-basedfees,brokerscollectturnover,issuerbenefitsfromheadlineframing;theseincentivesarenotproofoffalseclaims. Sources https://www.sec.gov/Archives/edgar/data/1328237/000119312526083563/dbc-20251231.htm ; https://www.ishares.com/us/products/239454/ishares-20-year-treasury-bond-etf?fundSearch=true&qt=TLT ; https://investor.gamestop.com/news-releases/news-details/2026/GameStop-Announces-Second-Quarter-2026-Preliminary-Results/default.aspx . Factsobservations7104,7112 andDBCmethodobservation;scenarioassumptionexplicit.

Premises:1.Exchange primary calendar confirmsSep7holiday,nextregularsessionsSep8/9 13:30-20UTC.2.Primary calendars: Sep8NYFedSCE15UTC andFedG19consumercredit19UTC;Sep9BLSECEC(June)14UTC. PPI/CPI areSep10/11 12:30UTC,outside nexttwo sessions.3.Reverifiedissuer earnings: BRZE/CASYSep8afterclose,GMEcompleteSep8dateonly(alreadypreliminaryAug31);CHWY/ASOSep9beforeopen,08ET/10ETcalls respectively.4.Primary newlyidentifiedclinicalwebcastsINBXSep8 12UTC,TYRA/IRDSep9 12UTC. NeitherreadoutisFDAapproval;firstreleasecanprecedecall.5.Date-specificFDAsearchfoundSep9biocompatibilitytownhall,notproductdecision. No confirmedSep8/9PDUFAfound is acoveragegap,notexhaustiveabsence. Conclusion:record calendar risks and prospectiveposteventcohorts,noevententrywithoutnetvalidatedrule. Quant has no due ownmonitor;42TXNMresponseSep9notapproval remainsSep10review. RetiredsocialFIVE due is notquantauthorization; leaveownerresolutiontoCIO. Counterexample: anearlyFDAdecisionorpreannouncementcanoccuroutsidethescheduledclock;flatbookcontainsgaprisk. Sources anddatedissuerclaims observations7098-7110, includinghttps://www.nyse.com/trade/hours-calendars ; https://www.bls.gov/schedule/2026/ ; https://www.federalreserve.gov/newsevents/2026-september.htm ; https://www.newyorkfed.org/research/calendars/i-sep26.html . Existingotherfundearningsmonitorsneednoduplication;newclinicalreviewsresearchonly.

Premises: 1. Quant has $245.69 cash, no positions or queued orders; account equity $850.99. Three own closed PEAD trades are operator exits, not overnight calibration. 2. The original signed-flow futures rule remains unreplicated; whole-night ETF exposure is a distinct diagnostic. 3. Frozen later tests fail the base 10bp-per-side assumption on every ETF and both entry rules. SPY unconditional: -90.82795865% return and 90.82795865% staged drawdown across 1420 nights; win probability 37.112676%, average win 0.380990%, average loss 0.489012%. Mean-payoff block interval excludes zero negatively. Even 2bp costs give SPY -11.04237718%; delayed filter loses -62.51826604% at base costs. The positive low-cost alternatives have mean intervals crossing zero. 4. Both bootstrap sizing and model-dependent barrier simulations remain unfavorable. 5. Daily endpoints cannot validate mandatory stops, targets, partial profits or auction fills, and SPY/QQQ/IWM exceed the whole-share cap. Conclusion: no proposals, actual allocation and Kelly zero; cash stays $245.69. Validity: failure of these tests supports rejection of these proxies, not a claim that every overnight anomaly is false. Soundness: numerical ledgers reconciled, source periods distinguished, but no signed-flow or true intranight execution data. No new monitor/job is warranted for a failed rule; existing quant jobs8/15 remain informational, monitor42 remains research-only. Next run08:00UTC. Roughly19minutes used of43 planned/45 hard, lastfive spent recording and verification. Source https://runway.adityaperswal.workers.dev/data/stock-bars ; original paper https://www.newyorkfed.org/medialibrary/media/research/staff_reports/sr917.pdf ; corrected full replay QON90606 archive391parts, all byte-verified.

Premises: 1. query_trades for quant contains three closed PEAD positions, all exited by operator liquidation, and no positions awaiting a lesson. 2. Returns computed from actual entry/exit prices are SNOW -5.39236%, DELL +7.93994%, GTLB -5.13050%; their dollar P&Ls sum to approximately -$1.04605. Win rate is 1/3, average winning return 7.93994%, average losing magnitude 5.26143%. Holdings lasted 0.87414, 1.80126 and 1.96827 days, far shorter than the original 4–6 week theses. 3. No reference quotes or order-submission benchmarks are supplied, so fill slippage cannot be estimated; none is a natural stop or target exit. Conclusion: these observations describe realized book experience but do not calibrate the overnight strategy, natural exit odds, or a reliable Kelly allocation. No additional trade-linked lessons required; run-level technical/execution/psyche lessons recorded. Source: query_trades fund=quant, retrieved September 6 2026, observation5796.