IUVO™ Narrative Forecast System
⚡ SURPRISE / DISRUPTION Jun 26, 2026 🕑 Request a Demo
Current Reading
7,354
S&P 500 · Jun 26
M7 20-Day Base Target
7,388
+0.5% (+34 pts) in 20 days
M7 Hit Rate
92.5%
h=1 · 960 trading days
M7 Edge Ratio
5.0×
Inverse-MSE ensemble
S&P 500 Monthly History & Narrative PC-1
Monthly last-close (left axis, navy) · PC-1 narrative composite (right axis, green dashed, z-scored) · Aug 2022 – Jun 2026
M7 Ensemble 20-Day Forecast Cone
Last 60 trading days (gray) anchored at 6/5 close of 7,384 · Forward: 6/1 – 6/26 · Model: M7 (Inverse-MSE ensemble, M1–M6)
📊 M7 Ensemble Cone — 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 — cone origin = last observed close 7,384.
7,384
h=1 anchor (6/5)
7,560 ±189
h=5 base ± SD (6/5)
7,535 ±209
h=10 base ± SD (6/12)
7,524 ±242
h=20 base ± SD (6/26)
M7 Ensemble Forecast Path — 20-Day Forward Detail
Day-by-day base path with ±1σ / ±2σ bands · Residual SD (amber, right axis) · Jun 1 – Jun 26, 2026
7,384
h=1 anchored (6/8)
7,560
h=5 base (6/5)
7,535
h=10 base (6/12)
7,524 -0.8%
h=20 base (6/26)
IUVO™ Early Warning Index
EWI Status — YELLOW
Elevated — monitor closely
Score threshold: 6+ = AMBER+ fired · 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 IUVO™ 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 — 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 · ±1σ and ±2σ · ECT z = 1.937 · Jeffreys ×1.5 · Anchored to Jun 5 close 7,384
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
★ h=1052.8%52.9%-0.1
h=1556.2%56.9%-0.7
★ 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 — frameworks differ. EWI primary horizon h=10–20; h=1 shown for reference only.
EWI Cumulative P&L
Signal Readings — Jun 5, 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 — Easing, Not Resolved
GEO_REGIME inactive (geo_shock = 0.380). Regime: SURPRISE / DISRUPTION — 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 (−18% MTD). FEDERAL_RESERVE elevated — Warsh swearing-in (May 22). Ukraine–Russia drone escalation ongoing.
Model Competition — h=1 Hit Rates
ModelHit RateSharpe
M7 Inv-MSE Ensemble ensemble92.4%22.6
M6 — 20d Time Trend prior champ32.0%−7.2
M1 — JA OLS Narrative93.4%23.3
M3 — Regime-Ensemble92.0%22.3
M2 — VECM Error-Correction91.3%22.1
M5 — Narrative Polarity87.4%19.7
M4 — Momentum-5d60.9%4.2
22.6
M7 Sharpe
139×
M7 Calmar
2,300
M7 Max DD
319,744
M7 Final P&L
GEO Regime Performance (100 episodes): M7 hit rate = 100.0% · M1 hit rate = 100.0% · Sharpe 39.4 — GEOSHOCK feature strongly validated during Iran/oil episodes.
Cumulative P&L — All Models (h=1)
Directional Hit Rate by Horizon

The S&P 500 closed at 7,354.02 on June 26, 2026, declining approximately 1.2% for the week as technology stocks led the selloff while broader market breadth remained constructive. The PC-1 narrative composite stands at 5.38 — elevated SURPRISE/DISRUPTION territory — with the dominant narrative drivers this week being the Federal Reserve's hawkish pivot under Chair Warsh and the continuing easing of oil prices as the Iran situation moves toward resolution. The M7 inverse-MSE ensemble issued a LONG consensus signal (60% strength, WoE +2.3 dB), consistent with the model's read that narrative-price tension remains positive even as the market absorbs a higher-for-longer rate environment. The ECT z-score of +0.96 indicates the S&P 500 remains modestly above its narrative-implied equilibrium level — below the 1.0 threshold for Jeffreys band widening, leaving the cone in base (1.0×) configuration.

M7 forecasts a base path of 7,388 at h=20 (+0.5%, +34 pts), with ±1σ bands spanning 7,151 to 7,625 (−2.8% to +3.7%) and ±2σ extending to 6,923 and 7,852. The modest positive base reflects the model's reading that the current narrative complex — elevated PC-1, moderate FEAR below its 70th percentile, GEO shock easing but still active at z=1.18 — supports a slight upward drift from the narrative-implied target. The residual SD at h=1 is 164 points, growing to 237 points at h=20, consistent with typical base-interval cone geometry. The three closest historical analog periods (Jul 2025: +2.7%; Mar 2026: +10.6%; Mar 2025: −7.0%) produce a narrative-analog consensus of +2.1% — directionally aligned with M7 and supporting the mild upside skew in the base path.

Key narrative developments this week: the June FOMC delivered a unanimous hold at 3.50–3.75% with no rate cuts projected for 2026, and nine of 18 officials penciling in a rate hike. Warsh's inaugural press conference removed forward guidance entirely, framing the Fed's stance as a "procedural reset" focused on price stability — a hawkish read that sent the 2-year yield up 11 basis points Wednesday. PCE inflation printed at 4.1% YoY (core 3.4%), with energy contributing 1.5 percentage points. Offsetting this, WTI crude fell to below $70 per barrel (down $25 from a month prior) as the US-Iran peace framework advances toward a signing this week. Micron reported blowout earnings (+17.9%) signaling AI infrastructure spend remains intact even as hyperscaler stocks consolidated. Sixty-three percent of S&P 500 stocks traded above their 50-day moving average by Thursday — breadth improvement despite headline index weakness. [ℹ IRAN_STRIKE z=1.18 active, model-detected]

Signal Current Trend Status
PC-1 Narrative Composite 5.38 SURPRISE/DISRUPTION regime. Elevated but stable. Hawkish Fed + GEO easing produce offsetting signals on PC-1 trajectory.
FEAR Sentiment 270.9 Below 70th pct threshold. Inactive. Declining from prior week's 283.6 — market not in panic despite hawkish Fed.
GEO Shock (Iran/Oil) ℹ z = 1.18 ACTIVE — above 70th pct. Iran strike narrative elevated (dominant episode: Mar 2026 bombing, z=1.18). Deal signing expected this week; IRF shows cumulative −0.40 pts S&P response to 1-unit shock.
FEDERAL_RESERVE z = −0.72 Inactive in model. Warsh hawkish pivot was week's primary macro event — higher-for-longer, no 2026 cuts, 9 of 18 see hike. FEDERAL_RESERVE narrative channel will likely spike next week. [ℹ model detected — Warsh-era framing active]
RECESSION FEAR z = −0.18 Inactive. U. Michigan Consumer Sentiment near historic lows (48.9) but model recession fear signal not elevated — oil disinflation path may moderate consumer concern through H2 2026.
TARIFF z = −0.44 Inactive. Tariff narrative muted this week relative to Fed and Iran as dominant topics.
ECT z-score +0.96 Just below 1.0 threshold. Base (1.0×) cone — no Jeffreys widening triggered. Market modestly above narrative-implied equilibrium; mean-reversion pressure mild.
M7 DeviationfromTARGET (h=1) +949.5 Market above narrative target. Prior week was +762 pts. Deviation expanded with selloff reflecting tethering dynamics. M7 base path: +34 pts to 7,388 over 20 days — mild positive drift.
Scenarioh=20 Targetvs Jun 26Catalyst
🟢 +2σ (Bull tail)7,852+6.8%Iran deal signed + oil sustains below $70 → disinflation accelerates; Fed pivots toward pause. Micron/AI demand signals broaden to sector. [Upside: oil-inflation path, AI infrastructure]
🟢 +1σ (Mild upside)7,625+3.7%Iran framework holds, oil stabilizes. Breadth rotation (63% stocks above 50-day MA) continues into cyclicals. NAF analog consensus +2.1%. [Model + NAF aligned]
⬜ Base (M7 path)7,388+0.5%Narrative complex holds: elevated PC-1, moderate FEAR, GEO easing. Higher-for-longer Fed absorbed. Modest tethering drift upward. [Model base]
🔴 −1σ (Mild downside)7,151−2.8%Hawkish Fed surprise amplifies — Warsh signals rate hike path. Tech rotation reversal. PCE remains sticky above 4%. Consumer sentiment at historic lows weighs on spending data. [Primary downside]
🔴 −2σ (Bear tail)6,923−5.9%Iran deal collapses — oil spikes back above $90. CPI acceleration forces Warsh into emergency hike cycle. FEAR + GEO fire simultaneously. ECT reversion amplifies drawdown. [Left-tail risk]

Risk asymmetry: LEFT-SKEWED — Hawkish Fed is the proximate downside driver; Iran deal signing is the primary upside catalyst. NAF consensus: +2.1% at h=20. Structural break note active (Chow test 2025-01-20 confirmed; post-break hit rate improved — directional signal valid).

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 IUVO™ 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 ±1σ band.
Impulse response functions estimated from VAR(5) model on dominant narrative episodes. Active topics (above 70th percentile) are highlighted. Click a topic to see the estimated S&P 500 response to a 1-unit narrative shock.
📐 Live IRF Cone Adjustments (active topics only)
Adjustment formula: z_capped × IRF_cumul(h) / 100 × SP_CLOSE. z capped at ±2.0. Adjustments are additive, capped at ±30 pts per horizon.
📋 Narrative Watchlist
Three closest historical analog periods ranked by narrative cosine similarity. Anchored to Jun 5, 2026. NAF consensus: Bullish (+2.4% at h=20). Average of 3 historical analog paths. Narrative-analog consensus: bullish (+2.4% at h=20).
Signal Alignment: ▲ Divergent
M7 20-day base: -0.8% (mild pullback) · NAF avg h=20: +3.0% (historical analogs all showed gains) · Analogs are from a lower SP baseline (~$5,900–$6,400) — the current market is elevated at $7,384. 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 — 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).
🟣 Sourced Market Context — June 26, 2026
Hybrid Cognition layer: market context sourced from Briefing.com Weekly Wrap + IUVO Governance Log. Governance Log active framing: Warsh/Fed (13d updated), GEO/Iran easing (13c).
Geopolitical Posture (sourced)

Oil WTI fell below $70 per barrel this week — down approximately $25 from a month prior and over $40 from the 2026 peak — as the US-Iran peace framework advanced toward a signing expected Friday in Switzerland. The Hormuz blockade is easing but not yet fully lifted; the core US demand (Iran nuclear program) remains formally unresolved. The IRAN_STRIKE narrative remains active at z=1.18, consistent with ongoing headline coverage. GEO_REGIME flag is not triggered (geo_shock=0.58, below the 1.0 threshold). Governance Log 13c framing: describe as easing but not resolved until analyst confirms full Hormuz clearance. The IRF estimates a cumulative −0.40 pt S&P response to a 1-unit IRAN_STRIKE shock over 20 days — downside pressure from residual geo uncertainty.

Market Framing & M7 Interpretation (sourced)

The week's dominant macro event was the June FOMC under Chair Kevin Warsh — his first meeting. The Committee voted 12-0 to hold rates at 3.50–3.75%, but updated projections showed no rate cuts in 2026 and nine of 18 officials penciling in at least one hike. Warsh removed forward guidance entirely, framing the stance as a "procedural reset" committed to price stability. PCE inflation: 4.1% YoY (core 3.4%), energy contributing 1.5 percentage points. Governance Log 13d: Warsh-era framing active — higher-for-longer confirmed at first meeting; monitor FEDERAL_RESERVE narrative column for spike as Warsh statements generate headline volume. The S&P fell −1.2% for the week with technology leading the decline. However, breadth improved: 63% of S&P stocks traded above their 50-day moving average by Thursday. Micron's +17.9% earnings beat signaled AI infrastructure spend remains intact. M7 reads this environment as mild-positive: consensus LONG at 60% strength, ECT z=+0.96 (below 1.0 widening threshold), WoE = +2.3 dB.

Model-Detected Items [model detected]
  • IRAN_STRIKE z=1.18 — active above 70th pct. Dominant episode: Mar 2026 bombing. IRF: peak response day 2 (−0.18 pts), 3-day half-life, cumulative −0.40 pts at h=20.
  • FEDERAL_RESERVE z=−0.72 — inactive in model but Warsh policy pivot is the week's primary macro narrative. Expect FEDERAL_RESERVE column to spike next week as Warsh-era commentary continues. [Governance Log 13d: monitor for elevation above p70]
  • PC-1 regime stationarity WARN remains active — KS test confirmed current distribution outside training norms. Directional hit rate improved post-break (PERFORMANCE_IMPROVEMENT_STRUCTURAL INFO). Widen subjective uncertainty bands.
  • STRUCTURAL_BREAK_ECT WARN active: intercept shift confirmed at 2025-01-20. M2B subsample ECT addresses level shift. Directional signal valid — see structural regime note below.
Risk Scenarios
Upside (primary):Iran deal signed → oil sustains below $70 → energy CPI contribution fades → disinflation path emerges through H2 2026. Micron/AI demand broadens. Breadth rotation continues.
Downside (primary):Warsh signals rate hike path — 9 of 18 officials already penciled in. PCE above target; consumer sentiment near historic lows (48.9). Tech selloff extends beyond rotation into structural pressure.
Emerging watch:Iran deal final signing this week; Q2 earnings season begins; jobs data next week; whether OpenAI IPO delay signals broader tech funding risk. FEDERAL_RESERVE column — watch for spike above p70.
Asymmetry:LEFT-SKEWED — hawkish Fed is proximate downside risk; Iran/oil disinflation is primary upside catalyst. NAF at +2.1% partially offsets the left-skew at the narrative level.
Structural Regime Note (Check 6B — active): The Chow test confirmed a structural break in the long-run cointegrating relationship between PC-1 and the S&P 500 at the January 2025 political regime change date. The break is an intercept shift — the equilibrium level re-anchored — not a collapse of the directional narrative-price relationship. M2B's subsample error-correction model addresses the level shift. Directional hit rate improved post-break (PERFORMANCE_IMPROVEMENT_STRUCTURAL INFO), confirming the narrative signal remains valid. The higher-for-longer Fed posture under Warsh represents a post-break regime characteristic: rate-cut optionality reduced from the initial Warsh interpretation; monitor whether FEDERAL_RESERVE narrative loadings shift the PC-1 equilibrium level further.