β Intraday reading: S&P 500 at 7,586.18 as of 11:14 AM CT Β· Today's close estimated at 7,588 Β· Full protocol run initiated 11:14 AM CT
ⓘ Research & Educational Use Only. IUVOβ’ outputs β forecasts, signals, regime classifications, and EWI readings β are provided for informational and academic purposes. They do not constitute investment advice or a recommendation to buy or sell any security. Consult a qualified financial advisor before making investment decisions.
Current Reading
7,588
S&P 500 Β· May 29
M7 20-Day Base Target
7,524
-0.8% (-64 pts) in 20 days
M7 Hit Rate
92.4%
h=1 Β· 941 trading days
M7 Edge Ratio
4.9Γ
Inverse-MSE ensemble
S&P 500 Monthly History & Narrative PC-1
Monthly last-close (left axis, navy) Β· PC-1 narrative composite z-score (right axis, green dashed) Β· Aug 2022 β May 2026
M7 Ensemble 20-Day Forecast Cone
Last 60 trading days (gray) anchored at 5/29 close of 7,588 Β· Forward: 6/1 β 6/26 Β· Model: M7 (Inverse-MSE ensemble, M1βM6)
π M7 Ensemble Cone β Inverse-MSE weighted combination of M1βM6. Residual SD grows from 165 pts at h=1 to 242 pts at h=20. Anchor correction applied β cone origin = last observed close 7,588.
The IUVOβ’ EWI fired AMBER+ on 12 of 941 trading days (~1.3%). On those days, a regime stress event occurred within 10 trading days 58.3% of the time (precision). When no alert fires (98.7% of days), the system correctly abstains β this is high-specificity design, not low sensitivity. The EWI is not a detector of all regime changes; it is a high-confidence alarm for stress buildup. Base rate of regime transitions: 3.4% of trading days.
EWI AR(1) 20-Day Lookahead
AR(1) deviation cone Β· Β±1Ο and Β±2Ο Β· ECT z = 2.629 Β· Jeffreys Γ2.0 Β· Anchored to May 29 close 7,588
M8 vs M1 Horizon Performance
Horizon
M8 hit rate
M1 hit rate
M8 advantage
h=1
50.0%
52.7%
-2.7
h=5
53.0%
55.2%
-2.2
β h=10
52.8%
52.9%
-0.1
h=15
56.2%
56.9%
-0.7
β h=20
55.9%
55.9%
+0.0
0.0
M8 Sharpe h=10
50.0%
M8 hit rate h=10
M8 EWI evaluated on S&P 500 price direction (not deviation domain). M1βM7 metrics are deviation-domain β frameworks differ. EWI primary horizon h=10β20; h=1 shown for reference only.
EWI Cumulative P&L
Signal Readings β May 29, 2026
PC-1 Narrative
4.57
FEAR
280 WP10K
GEO Shock
0.380
ECT z-score
+2.629
Polarity ratio
4.3
Consensus
LONG (100%)
WoE increment
+4.00 dB
β Geopolitical / Iran β Easing, Not Resolved
GEO_REGIME inactive (geo_shock = 0.380). Regime: SURPRISE / DISRUPTION β consistent with high ECT z (+2.63), elevated narrative disruption. Iran: no agreement, ceasefire broken, U.S. resumed limited bombing. Hormuz situation unresolved. Oil volatile (β18% MTD). FEDERAL_RESERVE elevated β Warsh swearing-in (May 22). UkraineβRussia drone escalation ongoing.
Model Competition β h=1 Hit Rates
Model
Hit Rate
Sharpe
M7 Inv-MSE Ensembleensemble
92.4%
22.6
M6 β 20d Time Trend prior champ
32.0%
β7.2
M1 β JA OLS Narrative
93.4%
23.3
M3 β Regime-Ensemble
92.0%
22.3
M2 β VECM Error-Correction
91.3%
22.1
M5 β Narrative Polarity
87.4%
19.7
M4 β Momentum-5d
60.9%
4.2
22.6
M7 Sharpe
139Γ
M7 Calmar
2,300
M7 Max DD
319,744
M7 Final P&L
β GEO Regime Performance (100 episodes): M7 hit rate = 100.0% Β· M1 hit rate = 100.0% Β· Sharpe 39.4 β GEOSHOCK feature strongly validated during Iran/oil episodes.
Cumulative P&L β All Models (h=1)
Directional Hit Rate by Horizon
The S&P 500 closed at 7,588 on May 29, 2026 (intraday reading at 11:14 AM CT, estimated close), extending the post-April-trough rally. The PC-1 narrative composite stands at 4.57 β elevated disruption signal consistent with the SURPRISE / DISRUPTION regime designation. The M7 consensus signal is LONG at 100%, with a weight-of-evidence increment of +4.00 dB. The ECT z-score of +2.63 confirms the market is significantly above its long-run narrative-implied equilibrium. The analyst's framing this week: momentum is intact, but no new catalysts are strong enough to break the pattern in either direction. The market is tethered to trend.
M7 forecasts a DeviationfromTARGET path that declines from the current +1,242-point gap toward +634 points over the next 20 trading days. The implied level forecast β projected Target + M7 deviation, anchored to today's close β places the base path at 7,518 by June 26 (-0.9%). This is a modest downward drift, not a crash signal. The analyst's interpretation aligns: the co-integrating relationship between sentiment narratives and the deviation from target is pulling the market back toward its long-run trend. This is the tethering dynamic the analyst identified β it is what the ECT z-score at +2.63 describes, and what the M7 cone is forecasting as gradual resolution. The question is pace, not direction.
WORDSTAT-detected narrative activity this week: FEDERAL_RESERVE is elevated following the Kevin Warsh swearing-in (May 22) β this is the model-detected proxy for the Fed chair transition and likely contributing to the SURPRISE regime flag. OIL PRODUCTION & CUT and CRUDE_OIL remain active as oil prices have dropped 18% month-to-date but remain volatile. IRAN_STRIKE narrative is declining (GEO_REGIME = 0, geo_shock = 0.38) but the analyst flags the ceasefire is broken and limited bombing has resumed β watch for a GEO_REGIME re-activation if IRAN_STRIKE spikes above 1.0 SD again. RECESSION FEAR and INFLATION are model-detected as present but moderating.
Hormuz re-closure + inflation re-acceleration + surprise negative political shock
Risk distribution: RIGHT-SKEWED per analyst. Named upside catalysts: oil prices down, Senate primary wins. Named left tail: Iranian recalcitrance and potential Hormuz re-closure. Analyst notes: watch Cuba and periodicity of surprise cycles this week.
Dominant narrative cycle components estimated from full sentiment history (Aug 2022βMay 2026). Toggle series to explore co-movement patterns.
The 183-day dominant cycle and the 57-day FEAR oscillation are the primary periodic inputs to the M7 ensemble cone. When the current trading day falls near a 183-day trough AND FEAR is above its expanding mean, the IUVOβ’ EWI AMBER+ probability increases and the cone widens. The GEO composite (229-day dominant) contributes to cone width via the Jeffreys multiplier when geo_shock > 1.0. INFLATION's short 10β29 day cycle operates independently and primarily affects the Β±1Ο band.
Impulse response functions (IRFs) estimated from VAR(5) model on dominant narrative episodes. Click a topic to see the estimated S&P 500 response to a 1-unit narrative shock.
π Narrative Watchlist
Three closest historical analog periods ranked by narrative cosine similarity. Anchored to May 15, 2026 (most recent completed analog run). M7 vs NAF signal alignment shown below.
Signal Alignment: β² Divergent
M7 20-day base: -0.8% (mild pullback) Β· NAF avg h=20: +3.0% (historical analogs all showed gains) Β· Analogs are from a lower SP baseline (~$5,900β$6,400) β the current market is elevated at $7,588. Review the analog tail risk narrative: is the elevated deviation from target (ECT z=+2.63) what differentiates today from these analogs?
How to read this tab: The NAF searches the full sentiment history for periods whose narrative feature vector (PC-1, FEAR, GEO, ECT, top-40 WORDSTAT topics) most closely resembles the current week. It then shows what actually happened to the S&P 500 in the following 20 trading days. The NAF is a calibration instrument β it does not replace M7. When NAF and M7 are Aligned, historical precedent supports the statistical forecast. When Divergent, review the structural differences between today and the analogs (see ECT note above).
π£ Analyst Context β May 29, 2026 Hybrid Cognition layer: analyst judgment applied before and after model run. Items below are analyst-supplied unless labeled [model detected].
β Geopolitical β Iran / Hormuz / Oil (Analyst-Supplied)
No agreement in sight between the U.S. and Iran. Iran is demanding a $12 billion payment and showing continued recalcitrance. The U.S. accused Iran of breaking the ceasefire and has resumed limited bombing. Oil prices have fallen sharply this month (β18% MTD, now at $87.59) but this is characterized as a "roller coaster that is difficult to predict using force field analysis of any kind." The UkraineβRussia war could escalate as each side is using drones to attack key target areas. Not much has changed this week to push the market beyond its normal momentum.
Market Regime β Analyst Framing
Regime: Continued Growth. The key question is when the co-integration tethering between sentiment narratives and the deviation from target will draw the market back down. The analyst suspects this is what explains this week's forecast showing a downward correction over 20 days. The M7 LONG consensus at 100% reflects momentum, but the ECT z-score at +2.63 is a strong reversion signal.
FEDERAL_RESERVE β Watch for unexpected policy statements. Warsh swearing-in (May 22) likely to generate sustained headline volume. Warsh is rate-cut-friendly; market has partially priced this in. analyst elevated
Inflation β Past news bump but structurally probably permanent impact. Reporting has subsided. model detected
UkraineβRussia drone escalation β Both sides targeting key infrastructure. Escalation risk. analyst flag
Surprise cycle periodicity β Analyst notes: watch for periodicity of surprise cycles that could emerge this week. downside focus
PC-1 sign flip note β This week's Minitab PCA reversed quadrants; values multiplied by β1 before Stata run. KS stationarity WARN flag is a statistical artifact of this correction, not a genuine regime shift. model detected
Model-Detected Items (Subordinate)
CAUSALITY_NO_SUPPORT β All three causality methods (TY, Sims, Hsiao, Chen) confirm cointegration, not short-run forcing. Expected. βΉ model
PERFORMANCE_IMPROVEMENT_TEMPORAL β M7 hit rate in the most recent backtest third is 5+ ppts above the earliest third. Model improving over time. βΉ model
GEO regime (100 episodes) β M1 and M7 both hit 100% during GEO_REGIME = 1 periods. GEOSHOCK feature strongly validated. βΉ model