IUVOβ„’ Narrative Forecast System
⚑ SURPRISE / DISRUPTION πŸ“… May 29, 2026 🕑 Request a Demo
⚠ Intraday reading: S&P 500 at 7,586.18 as of 11:14 AM CT · Today's close estimated at 7,588 · Full protocol run initiated 11:14 AM CT
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 – 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 – 6/26 Β· Model: M7 (Inverse-MSE ensemble, M1–M6)
πŸ“Š M7 Ensemble Cone β€” Inverse-MSE weighted combination of M1–M6. 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.
7,588
h=1 anchor (5/29)
7,560 Β±189
h=5 base Β± SD (6/5)
7,535 Β±209
h=10 base Β± SD (6/12)
7,524 Β±242
h=20 base Β± SD (6/26)
M7 Ensemble Forecast Path β€” 20-Day Forward Detail
Day-by-day base path with Β±1Οƒ / Β±2Οƒ bands Β· Residual SD (amber, right axis) Β· Jun 1 – Jun 26, 2026
7,588
h=1 anchored (6/1)
7,560
h=5 base (6/5)
7,535
h=10 base (6/12)
7,524 -0.8%
h=20 base (6/26)
IUVOβ„’ Early Warning Index
EWI Status β€” YELLOW
Elevated β€” monitor closely
Score threshold: 6+ = AMBER+ fired Β· Current: 4 / 10 (threshold not reached)
4/10
HorizonSensitivityPPV (precision)False Positive Rate
10 days16.7%58.3%1.2%
20 days16.7%58.3%1.2%
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±1Οƒ and Β±2Οƒ Β· ECT z = 2.629 Β· Jeffreys Γ—2.0 Β· Anchored to May 29 close 7,588
M8 vs M1 Horizon Performance
HorizonM8 hit rateM1 hit rateM8 advantage
h=150.0%52.7%-2.7
h=553.0%55.2%-2.2
β˜… h=1052.8%52.9%-0.1
h=1556.2%56.9%-0.7
β˜… h=2055.9%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). M1–M7 metrics are deviation-domain β€” frameworks differ. EWI primary horizon h=10–20; 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
⚠ 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 (βˆ’18% MTD). FEDERAL_RESERVE elevated β€” Warsh swearing-in (May 22). Ukraine–Russia drone escalation ongoing.
Model Competition β€” h=1 Hit Rates
ModelHit RateSharpe
M7 Inv-MSE Ensemble ensemble92.4%22.6
M6 β€” 20d Time Trend prior champ32.0%βˆ’7.2
M1 β€” JA OLS Narrative93.4%23.3
M3 β€” Regime-Ensemble92.0%22.3
M2 β€” VECM Error-Correction91.3%22.1
M5 β€” Narrative Polarity87.4%19.7
M4 β€” Momentum-5d60.9%4.2
22.6
M7 Sharpe
139Γ—
M7 Calmar
2,300
M7 Max DD
319,744
M7 Final P&L
βœ… 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.

SignalCurrentTrendStatus
PC-1 Narrative Composite4.569↑SURPRISE regime active
FEAR280 WP10K→Moderate / Stable
GEO SHOCK (GEOSHOCK_F)0.380↓Easing β€” GEO_REGIME = 0 β„Ή model
ECT z-score+2.629β†‘βš  Strong reversion signal
FEDERAL_RESERVE β„Ή elevatedElevated↑Warsh sworn in May 22 β€” watch for PC-1 shift
TARIFFβ€”β†’Present / Background
RECESSION FEAR β„Ή modelModerating↓Past news bump β€” structural persistence watch
INFLATION β„Ή modelModerating↓Reporting subsided; structural impact likely permanent
CRUDE_OIL / OIL PRODUCTION & CUT87.59 USD↓ βˆ’18% MTDVolatile β€” Iran recalcitrance, no Hormuz deal
M7 DeviationfromTARGET (h=1)+1,239 pts↓Forecast: declining toward +1,116 by h=20
Scenarioh=20 Targetvs CurrentCatalyst (Analyst / Model)
🟒 +2Οƒ (Bull tail)7,977+5.1%Oil prices continue to fall; Senate primary wins translate to fiscal optimism; Warsh cuts rates faster than expected
🟒 +1Οƒ (Upside)7,752+2.2%Named upside: oil down + Trump Senate momentum carry forward
⬜ Base (M7)7,524-0.8%Gradual co-integration tethering β€” ECT reversion over 20 days
πŸ”΄ βˆ’1Οƒ (Downside)7,284-4.0%Iran recalcitrance intensifies; oil spikes; ceasefire fully collapses
πŸ”΄ βˆ’2Οƒ (Bear tail)7,060-7.0%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 2022–May 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 10–29 day cycle operates independently and primarily affects the Β±1Οƒ 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.
πŸ“‹ 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: β–² 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 (~$5,900–$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).
🟣 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].
⚠ 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 (βˆ’18% 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 Ukraine–Russia 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.

Asymmetry & Risk Distribution
↑ Upside: Oil prices falling ↑ Upside: Trump Senate primary wins ↓ Left tail: Iranian recalcitrance ↓ Left tail: Surprise cycle periodicity Watch: Cuba Watch: FEDERAL_RESERVE spike (Warsh) Watch: Tulsi Gabbard departure / agency dynamics
Emerging & Watch Items
  • Cuba β€” Watch. Analyst flagged explicitly.
  • 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
  • Tulsi Gabbard departure β€” Intelligence agency anti-Trump narrative watch. analyst flag
  • Inflation β€” Past news bump but structurally probably permanent impact. Reporting has subsided. model detected
  • Ukraine–Russia 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 βˆ’1 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. β„Ή 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. β„Ή model
  • GEO regime (100 episodes) β€” M1 and M7 both hit 100% during GEO_REGIME = 1 periods. GEOSHOCK feature strongly validated. β„Ή model