Market & Risk Indicators — Day 1→42 (LIVE)
Model Projection — Brent
TACO Momentum — Daily Δ & 3-Day Rolling Avg
BEARISH SIGNALReading: Bars show raw daily TACO change. Blue line = 3-day rolling average. Negative rolling avg = sustained escalation bias. Watch for bar colour to flip green + line crossing zero → potential de-escalation setup. Stabilisation on Day 11–12 (+0.6 blip) was false signal; Day 13 renewed push to −2.6 confirmed bear regime. Day 15–19: steady −1.0/day grind to TACO 2 (new all-time low). No green bars since Day 12. South Pars attack + Khatib killed + bunker-buster campaign deepened the drop.
Regime Flags — Active Thresholds
5 of 7 TRIGGEREDTACO Composition — How the Score is Built
HEURISTICSThe TACO composite score (0–100) is derived from two layers:
- Reversibility (30%) — Can the current military posture be unwound?
- Rhetoric Intensity (15%) — Leadership statement escalation/de-escalation
- Diplomatic Track (15%) — Active negotiations, proposals, mediator engagement
- Market-Implied (15%) — What oil/VIX/credit markets price in
- Historical Precedent (15%) — Base rates from analogous conflicts
- Domestic Political (10%) — Congressional, public opinion, electoral pressure
- PredMkt (50%) — Ceasefire probability, ground war odds, volume intelligence. Highest-information signal: aggregates thousands of real-money bets.
- Granger (10%) — Does TACO lead or follow markets?
- VAR(1) (10%) — TACO→Brent transmission coefficient
- Bayesian (10%) — Oil premium vs historical conflict prior
- GARCH (8%) — Volatility trend direction
- Ridge (7%) — TACO predictor importance in multivariate model
- Regime (5%) — TACO-Brent relationship strength in current regime
How they combine: The final TACO score is a weighted blend of both layers. With 4+ active stat models: 80% analytical + 20% stat consensus. With 2–3 models: 90/10. Below 2: analytical only (stat models advisory). The stat consensus (0–100) is rescaled to the TACO range. When layers diverge, the blend mechanically adjusts the score — e.g., if analytical says 8 but stat models say escalation (30/100), the blend pulls the score down.
Lag Correlation — TACO(t) vs Market(t+N days)
PEARSON r · N = 0→5 DAYSEach group shows the Pearson correlation between today's TACO score and each market indicator N days later. A strong negative bar means low TACO today predicts that indicator rising N days later (inverse relationship). A strong positive bar means low TACO predicts the indicator falling.
n=42 days only. Correlations are directionally useful but not statistically significant at conventional thresholds (p<0.05 requires n≥30 for these effect sizes). Treat as hypothesis-generating, not confirmatory. Revisit at Day 30.
Stat Model Consensus → TACO Integration
QUANTITATIVE SUB-SCORE① Granger Causality Tests — Does TACO Lead Markets?
LAG = 1 · F(1, df₂)Does knowing yesterday's TACO improve prediction of today's market move, beyond what yesterday's market already tells you? Left table = TACO causes market (desired). Right = reverse causality (market causes TACO — would mean analysts are reactive, not predictive).
| Market | F-stat | df₂ | p-value | R² | Verdict |
|---|---|---|---|---|---|
| Computing… | |||||
| Market | F-stat | df₂ | p-value | R² | Verdict |
|---|---|---|---|---|---|
| Computing… | |||||
② VAR(1) — Impulse Response Function
BRENT + TACO SYSTEMBrent's response to a 1-point shock in TACO, propagated through the estimated VAR(1) system over 8 days. Blue = TACO shock persistence. The A matrix is estimated by OLS on each equation.
③ Regime Detection — Shock vs Attrition
2-STATE · D1–D5 vs D6–D13TACO vs Brent scatter by regime. Separate regression lines reveal how the TACO→Brent relationship changes structurally — slope sign, magnitude and R² differ sharply between phases.
④ GARCH(1,1) — Conditional Volatility
α=0.25 · β=0.65 · Var-TargetedConditional variance of Brent log-returns. Forecasts when to expect large swings (useful for options sizing), not direction. α+β=0.90 → high volatility persistence typical of commodities.
ω = σ̄²·(1−α−β) via variance targeting. Long-run vol = unconditional forecast as h→∞.
⑤ Bayesian Updating — Conflict Premium
NORMAL-NORMAL · GULF WAR PRIORPrior from 4 Gulf conflict episodes (1990 +120%, 2003 +25%, 2006 +8%, 2011 +28%). Each day's Brent observation updates the posterior estimate of the true conflict oil premium.
⑥ Ridge Regression — Coefficient Shrinkage Path
LOO-CV OPTIMAL λ · NEXT-DAY BRENT ΔResponse: next-day Brent change. Predictors (all lagged 1 day, standardized): TACO, VIX, HYG, S&P, Brent level. As penalty λ increases (left→right), coefficients shrink to zero. Variables that survive high regularization are the robust predictors. Vertical line = optimal λ from Leave-One-Out cross-validation.
Tier 1 — Binary Triggers
10 ESCALATION · 5 AMBER| # | Question | Answer | Status | Detail | Source |
|---|---|---|---|---|---|
| 1 | Strait of Hormuz open to commercial traffic? | NO | 🔴 ESCAL | Thai-flagged Mayuree Naree set ablaze; Japan-flagged One Majesty damaged 52nm from strait; Marshall Islands vessel struck (UKMTO Mar 12). IRGC naval cmdr: any vessel linked to US/Israel/allies is "a legitimate target." Iraq shut all oil port operations after tanker attacks. IRGC: "$200/bbl." LNG -20% globally. 20M bpd blocked daily. D15: Mojtaba Khamenei: Hormuz stays closed. Yuan-only transit proposal. D16: Trump urged allies to send warships; coalition proposal called 'desperate move.' D17: Zero Hormuz traffic for first time. Full blockade achieved via insurance deterrence. IRGC Tangsiri: 'strait under our complete control.' D19 NEW: Selective filter continues — India/Turkey transiting, Western shipping blocked. South Pars gas complex attacked (US/Israel cruise missiles), damaging 2 of 5 production trains. Iran threatens retaliation against 5 Gulf oil sites. IRGC pledges “overwhelming response within hours.” Hormuz now dual-purpose chokepoint: blockade + active combat zone. ~5M+ bpd still blocked. | Reuters (Shenlong)·CNN (yuan transit) |
| 2 | Vessels attacked in/near Strait of Hormuz (last 24h)? | YES · 3 | 🔴 ESCAL | Day 13 (Mar 12): 3 vessels attacked. (1) Mayuree Naree (Thai-flagged, crude carrier) — set ablaze by drone strike, crew evacuated; (2) One Majesty (Japan-flagged, LNG) — damaged 52nm from strait entrance by missile; (3) Marshall Islands-flagged tanker — struck by IRGC speedboat-launched munitions (UKMTO advisory). IRGC: "any vessel linked to US/Israel/allies is a legitimate target." Cumulative conflict total: 31 vessels attacked since Day 1. War-risk insurance surcharge now 3.5% of vessel value per voyage (up from 0.2% pre-war). Shipping giants Maersk, MSC, CMA CGM all re-routed Cape of Good Hope. | UKMTO·Lloyd's List·gCaptain |
| 3 | Brent crude above $100/bbl? | YES | 🔴 ESCAL | Brent $108.52 (+$6.92, +6.8%). New conflict high — South Pars attack + 5-site Gulf threat ignited supply panic. WTI $97.52 (+$3.56, +3.8%). +48.3% vs pre-war $73.20. VIX 23.23 (+2.3%) reversing prior desensitization. Gold $4,870 (new ATH). S&P 6,682.77. Pipeline bypass (Petroline + ADCOP) at ~8.1M bpd capacity partially offsetting Hormuz blockade but South Pars damage threatens Iran's own gas supply to domestic market. | Finance (Brent)·NPR·CBS News |
| 4 | Iran launched missile/drone attacks in last 24h? | YES | 🔴 ESCAL | Continued multi-front attacks. UAE closed airspace Tuesday as defense forces engaged incoming missiles/drones. Fujairah: drone struck fuel tank near Dubai Airport — fire contained, flights temporarily halted. Saudi Arabia intercepted 35 Iranian drones targeting eastern oil region. Baghdad: airstrike on Jadriya residence killed 4; drone hit Green Zone luxury hotel; US Embassy C-RAM shot down 4 drones. HRW: 11 civilian deaths, 268 injuries across GCC since Feb 28 (mostly migrant workers). Iran strikes now hitting civilian infrastructure across multiple GCC states. D18: Larijani + Basij commander killed in Tehran precision strikes. D19 NEW: IRGC Gen. Khatib killed in Bushehr strike. Iran launched multi-warhead ballistic missiles at US assets. Bushehr NPP hit — IAEA monitoring radiation levels. Iran threatened 5 Gulf oil/gas sites by name. Bunker-buster campaign expanded to underground facilities. | ISW·AP News·Gulf News |
| 5 | Trump used "deal/negotiation" language? | NO | 🔴 ESCAL | Pure escalation rhetoric D19. Trump: “We will hit them twenty times harder for every attack on our allies.” Announced bunker-buster campaign against underground facilities. No deal/negotiation language for first time since D1. Rubio: “Iran’s leadership structure is being systematically dismantled.” Pattern: max-escalation framing without any timeline optimism or exit language. Credibility of off-ramp language at zero — no off-ramp even mentioned. | CBS News·NPR·Fox News Radio |
| 6 | Houthi attacks in last 48h? | YES | 🔴 ESCAL | ATTACKS RESUMED D19. Houthis struck 2 commercial vessels in Bab el-Mandeb — 1 container ship (MSC-chartered), 1 crude tanker (Liberian-flagged). Abdul Malik al-Houthi: “All options now activated in solidarity with Iran.” Dual chokepoint crisis now ACTIVE: Hormuz + Bab el-Mandeb simultaneously disrupted. Unprecedented. Maersk, CMA CGM, Hapag-Lloyd all confirmed Cape of Good Hope routing indefinite. | gCaptain |
| 7 | Hezbollah engaged militarily vs Israel? | YES | 🔴 ESCAL | IDF killed 5 senior IRGC Quds Force commanders in Ramada hotel strike in central Beirut (Mar 8). 2 IDF soldiers killed in southern Lebanon — first Israeli KIA on Hezbollah front. 700K+ displaced. D18: IDF 36th Division launched ground operations in southern Lebanon. D19 NEW: IDF expanded to Litani River operations — armored columns crossed into southern Lebanon. 2,500 US Marines (31st MEU + USS Tripoli) ordered to eastern Mediterranean. Hezbollah Secretary-General Qassem designated for elimination. 950+ fatalities, 850,000+ displaced. Multi-front ground war now fully active: Iran (air), Lebanon (ground), Gulf (naval/air). | Reuters (Lebanon), Wikipedia |
| 8 | Saudi East-West Pipeline (Petroline) attacked or disrupted? | NO* | 🟡 AMBER | Pipeline intact but under strain. Now at max capacity (~7M bpd, up from 2.8M pre-war). Aramco CEO Nasser: "at more than double where we started." 30 VLCCs rerouted to Yanbu (Red Sea). Sustaining ~70% of Saudi export volume. Key risk: Yanbu exports must transit Bab el-Mandeb strait — vulnerable to Houthi interdiction. Saudi intercepted 10 drones over Riyadh + eastern region (Mar 15). Iran joint military command threatened to attack US-linked "oil, economic and energy infrastructures" (Mar 15). Ras Tanura refinery fire (Mar 2) from drone — pipeline infrastructure remains high-value target. If pipeline disrupted, Saudi loses its only Hormuz bypass. | Firstpost·CNBC·CBS |
| 9 | Habshan-Fujairah Pipeline (ADCOP) attacked or disrupted? | YES · PARTIAL | 🟡 AMBER | Pipeline itself intact, but terminus under active attack. Fujairah oil zone hit by Iranian drones on Mar 14 and Mar 16 — fires, oil loading operations suspended (Reuters). ADNOC at ~71% utilization (~1.5M bpd) with ~440K bpd spare capacity. Ruwais refinery (922K bpd) shut after fire. ADNOC second pipeline (1.5M bpd) announced 2024 but not operational. Critical: This is UAE's ONLY Hormuz bypass. If Fujairah port is disabled, all UAE oil exports are landlocked. Iran specifically accused US of using UAE ports/docks to strike Kharg Island — making ADCOP terminus a declared target. | CNBC (Fujairah)·Reuters·GEM |
| 10 | Houthis attacking Red Sea / Bab el-Mandeb shipping? | YES | 🔴 ESCAL | DUAL CHOKEPOINT CRISIS NOW ACTIVE. Houthis struck 2 vessels in Bab el-Mandeb on D19 — first confirmed attacks since war began. Abdul Malik al-Houthi declared “all options activated.” Saudi Petroline output (Yanbu → Red Sea) now at risk — Bab el-Mandeb interdiction could strand Saudi bypass volumes. Combined 26M+ bpd at risk across Hormuz + Bab el-Mandeb. No historical precedent for simultaneous closure of both chokepoints. Maersk, CMA CGM, Hapag-Lloyd all confirmed indefinite Cape of Good Hope rerouting. | WSJ·gCaptain·GSR |
| 11 | NATO / allied naval coalition joining Hormuz patrol? | NO | 🟡 AMBER | Trump demanded allies deploy warships (Mar 15–16) — named France, Japan, S. Korea, UK. Response: wall of rejections. Refused: Japan (PM Takaichi: "does not comply with legal standards"), Australia ("not intending to send ships"), Germany (DefMin Pistorius: "no military participation — not our war"), Spain, Italy (Salvini: "sending ships = entering the war"), Poland, Sweden. Hedging: UK (Starmer: "will not be drawn into wider war" — offering mine-hunting drones only, no destroyers), S. Korea ("adequate time for deliberation"). Closest to yes: France (Macron working on escort mission "when circumstances permit" — Netherlands, Italy, Greece showed interest per French officials). China called for de-escalation, no commitment. Trump (Mar 17): "numerous nations on their way" but refused to name any — Rubio to announce "soon." US Navy itself has declined near-daily escort requests from shipping industry (Reuters). No nation has formally committed warships. Key signal: If ANY NATO ally deploys combat vessels to Hormuz, it internationalizes the conflict, dramatically reduces insurance risk premiums, and signals coordinated Western military commitment to reopening the strait. Currently: US alone = blockade holds. | NPR·Al Jazeera·CNBC·AP/WTOP·Reuters (Japan) |
| 12 | US ground troops deployed in/near Iran? | NO* | 🔴 ESCAL | Air campaign + Marine deployment to region. NBC (Mar 6): Trump privately shown "serious interest" in ground troops — discussed with advisors and GOP leaders. Envisions small force for specific objectives (securing uranium, nuclear sites), not large-scale invasion. Leavitt: "not part of the plan for this operational timeframe" but "all options on the table." Rubio (congressional briefing): "Someone will have to go and retrieve it" [enriched uranium]. Hegseth (CBS): US "prepared to proceed as necessary." Trump to NBC: "probably don't need them" but "if they were necessary." 31st MEU (~2,500 Marines) + USS Tripoli (LHA-7) ordered to Middle East (Mar 13) — amphibious assault capability for maritime security, evacuations, or limited ops. Iran FM Araghchi: "We are waiting for them — it would be a big disaster." 74% of Americans oppose ground deployment (Quinnipiac). Key signal: Any ground insertion = fundamentally different war. Targets would likely be Natanz, Fordow, Isfahan nuclear sites. Iran's mountainous terrain makes sustained ground ops extremely challenging. Would trigger severe Iranian escalation and likely Hormuz full closure indefinitely. | NBC News·Al Jazeera·Military.com (MEU) |
| 13 | China intervenes diplomatically (beyond statements)? | NO* | 🟡 AMBER | Shuttle diplomacy active but no breakthrough. Special envoy Jun Zhai touring region since early March — calling for ceasefire, civilian protection, and maritime security in Hormuz. China supported Russia's UNSC emergency session request; Ambassador Fu Cong condemned US/Israeli "violations of Iran's sovereignty." SCO joint condemnation of strikes. But no concrete leverage deployed: no threat of USD/CNY devaluation, no Treasury sell-off signal, no oil import sanctions. China imports ~70% of its crude via Hormuz — massive self-interest in reopening. Chatham House: China lacks "security umbrella or military presence capable of enforcing a ceasefire." Global Times: continued "shuttle diplomacy" push. Key signal: If Beijing brokers a ceasefire proposal, threatens economic retaliation (Treasury dumps, CNY weaponization), or guarantees Iranian compliance — game-changing. Current posture = rhetoric without teeth. | Modern Diplomacy·Global Times·Chatham House |
| 14 | Turkey invokes NATO Article 4 or 5? | NO* | 🟡 AMBER | 3 Iranian ballistic missiles intercepted over Turkey so far (Mar 4, Mar 9 ×2). NATO air defenses shot down all three. Debris fell in Gaziantep (southeastern Turkey, between Incirlik and Malatya NATO bases). Turkey warned Iran against further attacks; Erdogan: "no action should cast a shadow over our thousand-year-old bond." Comms Dir Duran: "firmly reiterating warning to Iran." Turkey has NOT invoked Article 4 (consultation) or Article 5 (collective defense). NATO SecGen Rutte (Mar 5): "no discussion of Article 5" despite calling incident "serious." Turkey sought to mediate pre-war; currently maintaining non-belligerent posture. Ankara says US has not used Incirlik for strikes. Iran denies targeting Turkey, claims respect for "friendly neighbor." Key signal: Article 4 invocation = formal NATO consultation on threat, could cascade to Article 5. Would transform conflict from US bilateral action to alliance-level confrontation. Erdogan so far absorbing hits to avoid NATO entanglement. One Turkish civilian casualty or a direct base hit could change calculus overnight. | Reuters (Article 5)·CNBC (2nd missile)·Times of Israel |
| 15 | SPR / IEA coordinated emergency release? | YES · FAILED | 🟡 AMBER | IEA 400M bbl release CONFIRMED (Mar 11) — largest ever; doubles 2022 Ukraine release. US: 172M SPR. Japan: 80M. UK: 13.5M. Germany: 19.5M. France: 14.5M. Market UNMOVED — Brent surged to $108.52 after South Pars attack. JPMorgan: max coordinated rate 1.2M bpd vs 20M bpd blocked. IEA Birol: “Most important thing is resumption of Hormuz transit.” SPR/IEA tool now exhausted as signaling instrument — market has priced it in and discounted it entirely. Brent now +48% vs pre-war. IRGC: “$200/bbl.” | Reuters (SPR)·Bloomberg (G7) |
| 16 | US attempts to seize/blockade Kharg Island? | NO* | 🟡 AMBER | Under active planning. Axios reported administration mulling strategies to occupy or blockade Kharg Island — Iran’s primary oil export hub in the northern Persian Gulf, handling ~90% of Iran’s crude exports (~1.5M bpd pre-war). 2,200 Marines (31st MEU + USS Tripoli) en route from Indo-Pacific with amphibious assault capability. Polymarket: Kharg no longer under Iranian control by Apr 30 at 35%. Kharg seizure would cut Iran’s last revenue lifeline but risks: (1) Iranian mine-laying around the island, (2) suicide drone/boat attacks on approaching vessels, (3) potential Iranian scorched-earth destruction of export terminals. CENTCOM chief Adm. Cooper has established maritime dominance around the island but no landing attempted. Key signal: If US Marines land on Kharg, it transforms the air campaign into a ground occupation — fundamentally different conflict. Iran has pre-positioned anti-ship missiles and mines in the area. Would likely trigger full Hormuz mine deployment. | Axios·Military.com·Polymarket |
| 17 | US/Israel strikes Bushehr nuclear power plant? | NO* | 🔴 ESCAL | Trump issued 48-hour ultimatum (Sat Mar 22): “hit and obliterate” Iran’s power plants if Hormuz not “FULLY OPEN” — “STARTING WITH THE BIGGEST ONE FIRST.” This almost certainly refers to Bushehr, Iran’s sole operational nuclear power plant (1,000 MW, Russian-built, on the Persian Gulf coast). Deadline: ~Monday evening Mar 24. Iran’s parliament responded: all Gulf critical infrastructure becomes “legitimate targets” if power plants struck. NYT: nuclear power plants historically considered off-limits due to environmental disaster risk — radiological contamination could affect Gulf states, Iraq, and the wider region. IAEA has been monitoring Iranian nuclear sites throughout the conflict. Bushehr was already hit by earlier strikes (IRGC Gen. Khatib killed there on D19). Key signal: A deliberate strike on an operational nuclear reactor would be unprecedented in modern warfare. Environmental consequences (Chernobyl-lite scenario on the Gulf coast), cascading Iranian retaliation against Gulf desalination/power infrastructure, and potential radiological contamination make this the single highest-consequence trigger in the conflict. If executed, expect Brent $130–150+, VIX 40+, and full Iranian retaliatory campaign against all Gulf infrastructure. | NYT·NPR·Fox News·CNN |
Brent–WTI Spread — Global Supply Dislocation
WIDEST SINCE 2011What does this mean?
The spread between Brent (global/seaborne oil) and WTI (US domestic oil) measures how fragmented the world oil market is. A wide spread means barrels outside the US are scarce while US supply is relatively sheltered. Pre-war normal: ~$3–4. Current levels indicate the war has split the oil market in two.
Hyperliquid BrentOIL-USDC — 24/7 Price Discovery
24/7 MARKETWhat is this?
BrentOIL-USDC on Hyperliquid is a perpetual futures contract that tracks Brent crude oil and trades 24/7 on the decentralized exchange. Unlike traditional oil futures (NYMEX/ICE), this market never closes — providing weekend and off-hours price discovery. The spread between Hyperliquid and traditional Brent reflects real-time risk repricing when conventional markets are closed.
Brent Futures Curve — Contango vs Backwardation
DEEP BACKWARDATIONWhat does this mean?
When the front month trades above the 6–12 month forward, physical barrels are scarce now — real supply shock, not just fear. Backwardation deepening = tightness worsening. A move back to contango would signal supply restoration.
Crude Options — 25-Delta Risk Reversal
CALL SKEW ELEVATEDWhat does this mean?
The 25-delta risk reversal measures how much more expensive upside calls are vs downside puts. Positive = market paying up for $120–$150 tail risk. More reliable than any model at short horizons — this is real money at risk.
Sovereign CDS Spreads — Geopolitical Credit Risk
SAUDI + UAE WIDENINGWhat does this mean?
CDS spreads price the market's daily-updated probability of sovereign default or restructuring. In conflict, they track geopolitical risk directly — more responsive than equity indices. Saudi and UAE widening = Gulf contagion risk being priced.
| Sovereign | 5Y CDS (bps) | Pre-War | Change | Signal |
|---|---|---|---|---|
| Saudi Arabia | 88 | 42 | +46 bps | Gulf war premium pricing |
| UAE | 72 | 35 | +37 bps | Abu Dhabi drone attacks |
| Israel | 156 | 78 | +78 bps | Direct conflict party |
| Iraq | 310 | 195 | +115 bps | Port closure, output cut |
| Qatar | 54 | 38 | +16 bps | LNG force majeure |
CFTC Commitments of Traders — Net Speculative Positioning
WK OF 10 MAR · WEEKLYWhat does this mean?
Net long positions of non-commercial (speculative) traders in WTI and Brent futures. When net longs surge with price, the move has institutional conviction. When price rises but longs are flat or falling, it's physical scarcity — harder to reverse.
Iraq +115 bps is the standout — port closure + direct supply disruption now being priced as credit risk, not just operational. Israel at 156 bps remains below 2023 Gaza peak (190 bps), suggesting market believes in US military support ceiling.
Net longs building but NOT at extreme levels (peak of 2022 Ukraine was +350K WTI). This tells you: the current $101.60 Brent is not purely a speculative squeeze — physical tightness (backwardation, Hormuz at zero traffic) is the majority driver. A surge in speculative longs above +280K without corresponding price rise = momentum crowd entering, vulnerability to flush.
⚔ Conflict Operations Monitor
DAY 20 · ENERGY WAR OPENGround-truth operational data from the conflict itself — airstrike tempo, chokepoint throughput, military capability assessments, and casualty tracking. Distinct from market pricing; these are the raw inputs markets are (slowly) pricing.
Gulf Neighbors — Missiles vs Drones
2,000+ PROJECTILES · 6 COUNTRIESUAE Cumulative Projectiles
RUNNING TOTALUAE Attack Summary
DAY 18Airstrike Tempo
HIGHEST VOLUME YETHormuz Tanker Transits (Daily Avg)
~1–2/DAYOperational Indicators
AS OF 18 MAR 23:30 HKT| Indicator | Value | 24h Dir | Notes |
|---|---|---|---|
| Est. Daily Airstrike Count | HIGHEST VOLUME | ↑ Max Tempo | Hegseth: 15,000+ sites targeted (combined US-Israeli operations). Friday (Mar 14) to see "highest volume of strikes" in the war — "ramping up and only up." US also bombed Kharg Island (Iran's main oil export hub). Trump: "Iran is totally defeated — war going very well." "JUST LIKE IRAN ITSELF, THOSE PLANS ARE NOW DEAD!" Trump: "Iran's Navy is gone, their Air Force is no longer, missiles, drones and everything else are being decimated." |
| Hormuz Tanker Transits | ~1–2/day | ↓ 3 attacked today | Day 13: 3 vessels attacked. Mayuree Naree (Thai, ablaze), One Majesty (Japan, damaged 52nm from strait), Marshall Islands tanker. IRGC: "any vessel linked to US/Israel/allies is a legitimate target." Iraq shut all oil ports. Cumulative: 31 vessels attacked since Day 1. Pre-war baseline: 21/day. |
| Iran Missile Capability | Degraded · drone-sustained | ↓ Missiles degrading | Missiles down 90% from peak (Adm. Cooper). IRGC: "capable of 6-month intense war" (Fars). UAE: 1,110 of 1,184 drones intercepted since war began (NYT). Warheads claimed >1 ton. ~120 launchers remaining. Italy supplying Stingers to Gulf; UK: 4 jets to Qatar. Russia confirmed giving Iran specific tactical drone advice (CNN). |
| US KIA | 13 | ↑ holding D17 | 13 total US deaths: 7 from enemy action + 6 killed in KC-135 crash. 140+ wounded. 17 US ME bases damaged. War cost ~$890M/day. US expanding strikes to Chabahar (eastern Iran). Dubai airport strike raises force protection concerns for all Gulf bases. |
| Iran + Lebanon Civilian Casualties | 1,300+ Iran · 820+ Lebanon | ↑ D17 | Iran Health Ministry revised: 1,300+ killed (445 women/children), 19,000+ injured. 3.4M displaced (UNHCR). Lebanon: 820+ killed, 850K+ displaced. WHO: 16 health workers killed. Iran weaponizing civilian casualty demographics — 445 women/children figure will dominate UN debate. Expect ICJ provisional measures request. |
| War Risk Insurance Premium | 3.5% hull value/voyage | ↑↑ 17x pre-war | Up from 0.2% pre-war. ~$7.5M per tanker at 3% (Jefferies). Potential industry losses $0.75B+ from damaged vessels. ~1,000 vessels in Gulf, half oil/gas tankers, total value >$25B (Lloyd's). JWC zone: Bahrain, Djibouti, Kuwait, Oman, Qatar, UAE. |
| Airstrike Wave Count | 52nd wave | ↑ D16 52nd wave | Day 13: IRGC + Hezbollah 5-hour joint strike — first fully coordinated dual-front operation. 50+ targets across Israel. 4 missiles at Camp Arifjan Kuwait. Kuwait: 8 drones downed. Bahrain: dozens wounded. Dubai airport: 4 injured. Oman: fuel tanks struck at Salalah port. |
| Iraq Oil Port Status | ALL SHUT | ↓ NEW · Day 13 | Iraq shut all oil port operations after tanker attacks near Hormuz (Day 13). Removes additional non-Hormuz supply from market. Combined Gulf production cuts: 6.7M bpd (Saudi, UAE, Iraq, Kuwait — Bloomberg). Macquarie: IEA covers only ~4 days of blocked supply. |
Hormuz Bypass Pipeline Status
~44% OF HORMUZ FLOWTwo pipeline systems bypass the Strait of Hormuz. Combined they can offset ~8.8M bpd of the ~20M bpd that normally transits the strait. Both are now operating at or near maximum capacity.
Abqaiq → Yanbu (Red Sea) · 1,200 km. Pre-war: 2.8M bpd. 30 VLCCs rerouted to Yanbu. ~5M bpd export + ~2M bpd domestic refineries. Sustaining ~70% of Saudi exports.
Habshan → Fujairah (Gulf of Oman) · 360 km. Capacity 1.8M bpd surge. Kpler: 71% utilization, ~440K bpd spare. Ruwais refinery (922K bpd) shut after fire.
Arsenal & Attrition Monitor
ATTRITION WAREstimated weapons stockpiles, daily production capacity, cumulative expenditure from operations data, and projected depletion timelines. Sources: JINSA, CSIS, IDF assessments, Pentagon briefings, open-source intelligence.
War Scenario Model — D42 Decision Tree
Analytical Assessment · D27 · 26 Mar 2026These path probabilities are derived from analytical assessment of TACO sub-scores, prediction market data, intelligence signals, and market conditions. Each path is conditioned on the current TACO score of 2/100 and the state of three key binary variables below. n=42 provides INSUFFICIENT DATA for regression-based inference (minimum 30 days required, 60 preferred). Probabilities reflect analyst judgement, not model output.
TACO Composite Score
TACO UNLIKELYConflict Phase & TACO Ceiling
TACO probability drops as escalation becomes irreversible. Trump rhetoric follows monotonic escalation ratchet: limited goals (Day 1) → “unconditional surrender” (Day 7) → “complete destruction” (Day 8) → “twenty times greater” (Day 11) → “deranged scumbags” + Kharg Island bombed (Day 15) → Isfahan factory strike (Day 16) → Dubai airport + zero Hormuz (Day 17) → Larijani assassinated + IDF ground ops Lebanon (Day 18) → South Pars attack + Khatib killed + bunker busters + Bushehr NPP hit + 5 Gulf sites threatened (Day 19). Multi-front war at maximum kinetic intensity: Iran, Lebanon, Gulf states, Iraq. Score (2) at new all-time low, well below Kinetic ceiling (25). “Trump ends ops Mar 31” fell to 12% — no exit signal visible.
TACO Input Indicators
COMPOSITE: 18/100 · D42| Indicator | Weight | Current Signal | Score | Weighted |
|---|
Trump Rhetoric Tracker
ESCALATION LOCKEDHistorical TACO Precedents
5/6 REVERSEDFramework Origin
“TACO applies when Trump on his own decides e.g. if tariffs are 50% or 0% instantaneously. At this point in the war, Trump can fix very little. You can't reverse damage to global energy infrastructure or appoint new Iran president by a tweet.
What is TACO?
Trump Always Chickens Out — a Wall Street framework predicated on Trump reversing aggressive positions under pressure. Highly predictive for trade policy (5/5 reversals) but faces structural failure in kinetic military operations where irreversibility renders tweet-diplomacy inoperative.
Critical Watchlist — Next 48 Hours (D19–D21)
7 CATALYSTSPrediction Markets Intelligence
Real-money contracts from Polymarket (117 active Iran/Mideast markets, ~$200M+ total volume) and Kalshi (35+ contracts, CFTC-regulated). Prices reflect crowd-sourced probability estimates backed by capital at risk. Volume matters as much as price — a thin market at 26% is very different from a liquid one.
Volume Intelligence — Liquidity-Adjusted Confidence
Price alone tells you nothing about conviction. A 26% ceasefire on $200K is noise; the same on $20M is signal. ⚠ Volume collapse precedes repricing — thin markets moving sharply are the tell. The chart below plots each contract's implied probability (x) against its liquidity depth (y), with bubble size proportional to volume. Contracts in the red THIN zone should be treated as directional signals only, not point estimates.
| Contract | Raw Price | Volume | Liquidity Score | Vol-Adjusted Prob | 24h Vol Δ | Signal Quality |
|---|
Key Signal Contracts ↗
Highest-volume contracts with strongest signal-to-noise ratio. These are the contracts the desk should watch.
🕊 Ceasefire & Diplomacy ↗
| Contract | YES Price | Prob Bar | Volume | Platform |
|---|
🛢 Oil & Energy · Kalshi ↗
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⚓ Hormuz & Shipping · Kalshi ↗
| Contract | YES Price | Prob Bar | Volume | Platform |
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🏛 Regime & Leadership · Kalshi ↗
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⚔ Escalation ↗
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📊 Platform Comparison — Polymarket vs Kalshi
Where both platforms offer similar contracts, divergence in pricing signals disagreement between regulated (Kalshi, CFTC) and unregulated (Polymarket, crypto-native) markets. Wide spreads may indicate arbitrage opportunities or information asymmetry.
| Contract | Polymarket | Kalshi | Spread | Signal |
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⚠ Market Integrity Notes
Insider trading concerns: "magamyman" placed $1.2M across Iran-related contracts on Polymarket shortly before conflict escalation. Multiple accounts flagged for coordinated betting patterns. CNBC reports legislative action proposed to regulate prediction markets.
Liquidity caveats: Some lower-volume contracts (<$100K) may have wide bid-ask spreads. Volume-weighted probabilities should be preferred for trading decisions. Kalshi contracts are CFTC-regulated with KYC requirements; Polymarket operates offshore with crypto settlement.
Cross-platform arbitrage: Hormuz closure spread (Poly 97% vs Kalshi 92%) narrowed from 8pp yesterday. Nuclear deal spread stable at 3pp. WTI threshold spread (26pp) reflects different contract specifications (EOM vs EOY).
Prof. Jiang Xueqin
CHINA'S NOSTRADAMUSChinese-Canadian educator, historian & geopolitical analyst (b.1976). Yale College 1999 (English Literature). History & Philosophy, Moonshot Academy Beijing. Runs Predictive History on YouTube. In May 2024 he made three predictions almost nobody believed — two are now confirmed with uncomfortable precision. His methodology: "I use game theory and see geopolitics as a game played by players maximising self-interest. I don't look at ideology — I focus on self-interest." He frames Trump as "a Mafia boss — he's going to do what is in his own personal best interest."
✅ Verified Predictions
6 CONFIRMEDClick any prediction to expand the full analysis.
Trump wins 2024 — predicted May 2024
Jiang predicted Trump's return as structurally inevitable: the Israel lobby needed regime change in Iran and Trump was the candidate who would deliver it. He argued Miriam Adelson pledged $100M to Trump, with the implicit price being a commitment to attack Iran. Later (Jan 2026) he specified that Adelson promised $250M for a third-term run and Musk promised $200M for the 2026 midterms — Trump was "maximising personal benefits before pulling the trigger." → Confirmed Nov 5, 2024.
US goes to war with Iran — predicted May 2024
He mapped out a scenario he called "Operation Iranian Freedom" — a US-Israel-Saudi-UK-UAE coalition framed around Iran's nuclear programme, proxy groups (Hezbollah, Houthis), and "democracy." His exact predicted name was wrong (actual: "Operation Epic Fury") but every other structural element was correct. → Confirmed Feb 28, 2026.
Hormuz closure + existential GCC targeting
Predicted Iran would close Hormuz and specifically target Saudi Arabia, UAE, Bahrain, Qatar — not just Israel. Key quote: "If a cheap drone hits a water plant in Riyadh serving 10 million people, water runs out in two weeks." He highlighted GCC countries get 90% of food via Hormuz, and desalination plants provide 60% of water — making these existential targets. → Confirmed: Hormuz near-zero; Bahrain desalination struck; drones hit all four GCC states.
Cheap drone asymmetry overwhelms US interceptors
Predicted Iran's $50K drones vs US million-dollar interceptors creates unsustainable cost asymmetry — US munitions deplete faster than they can be replaced. US military is "designed to fight the Cold War — muscle flexing, show-of-force — not 21st-century attrition." A video circulated showing one Iranian ballistic missile targeted by 11 interceptors, all missing. Headline emerged: "US Racing to Accomplish Iran Mission Before Munitions Run Out." → Confirmed: CENTCOM cannibalising Asia stockpiles; interceptor math a documented concern.
June 2025 "12-day war" was a planned dress rehearsal
Predicted Iran would use the June 2025 Twelve-Day War to "examine and analyse the strike capacities of both the Israelis and the Americans" — giving Tehran 8 months to prepare fully. He specifically said Iran's proxies (Houthis, Hezbollah, Hamas, Shia militias) "have really grasped the American mentality and now have a pretty good strategy of how to weaken and ultimately destroy the American empire." → Confirmed: Iran demonstrated advanced coordination and launch discipline from Day 1 of the Feb 28 war.
No coherent US strategy — pretextual nuclear framing
Predicted Trump would fail to articulate a coherent purpose. Key evidence: the Omani FM reported Iran had already agreed to zero uranium enrichment — hours before the US struck. "The idea that Trump needs to prevent a nuclear weapon — that doesn't hold, it's just a pretext." → Largely confirmed: Trump gave 5 contradictory statements in one day on Day 11 (CNN). Sen. Murphy: "war plans are incoherent and incomplete." 78% of Americans opposed initial airstrikes.
🔭 Pending — Track These
8 UNRESOLVEDJiang insists the US is "winning the initial battles but losing the long-term war of attrition." The mechanism is gradual erosion — not sudden collapse. Iran fights a war of attrition; the US fights a war of destruction. Quote: "There is no off-ramp. The idea that Americans will just give up petrodollars and American bases and go home is absurd. That is not how empires behave."
Watch: US KIA count, congressional war powers votes, public opinion polling, munitions depletion reports.
Regime change from air alone has no historical precedent. Jiang: "Pressure will build on America to send ground troops, especially from GCC and Israel." Trump's domestic incentive: ground war = Congressional approval = emergency war powers = ability to influence/delay 2026 midterms. "Facts don't matter to Trump."
Watch: Hegseth language ("won't rule out"), regime collapse failure, emergency war powers request to Congress.
Specifically predicted in Jan 5, 2026 interview: "2026 I think we will see an acceleration of events, but maybe 2027 is when we'll have the full climax." The full climax = ground invasion of Iran, likely via Pakistan's southeast border. This is a multi-year war arc, not a weeks-long campaign.
Watch: US deployments to Central Asia, Pakistan-Saudi-US military meetings, 2027 budget requests for Iran ground ops.
Pakistan signed mutual defense pact with Saudi Arabia post-June 2025 war — obligating Pakistan (with nuclear weapons) to defend the kingdom. Jiang predicts Israel will stage false flag drone attacks attributed to Iran against Saudi Arabia to trigger Pakistan's involvement, opening Iran's southeast border to a US-Pakistan ground invasion. "Soldiers become hostages" in Iran's mountains.
Watch: Saudi-Pakistan military coordination, any Aramco attack attribution disputes, Pakistan deployment announcements.
"The AI bubble is funded by Gulf money." Chain: Hormuz closed → Gulf SWF revenues stop → Gulf withdraws capital from US AI data centres → AI bubble bursts → US economy (a "financial Ponzi scheme") collapses → dollar loses global reserve currency status. The entire American economic architecture unravels from one chokepoint.
Watch: GCC SWF outflows from US equities, NASDAQ correlation with oil shock, dollar index vs. gold divergence.
Iran is closing Hormuz specifically to pressure East Asian oil-dependent economies to squeeze Trump diplomatically. Quote: "They're doing this to extort as much as possible from South Korea and Japan." Jiang expects China, Japan, South Korea to apply direct diplomatic pressure on Washington to end the war, creating a separate geopolitical pressure track on the US.
Watch: Japanese/S.Korean emergency energy meetings, China diplomatic overtures to Iran, East Asian side-deals on oil.
Predicted in Mar 9 interview: "Two weeks from now, while this war is still raging, Trump attacks Cuba or Mexico or Colombia. It is complete insanity — but this is unfortunately the way an empire behaves as it declines." Trump's Maduro kidnapping success convinced him he "controls Venezuela." The logic of declining empires is multi-front micro-militarism (Emmanuel Todd's thesis).
Watch: Cartel "terrorist" designations escalating to kinetic action, Cuba policy shifts, Colombia airspace incidents.
If US ground troops become trapped and Trump escalates to nuclear threats against Tehran, Russia declares a nuclear red line — positioning Putin as global savior and cementing the multipolar world order. Russia benefits throughout: higher energy prices, diverted Western military attention from Ukraine, reduced global focus on the Eastern European front. "Russia profits from every day this war continues."
Watch: Putin-Khamenei communications, Russian nuclear doctrine statements, Trump-Putin call outcomes. Signal today: Putin proposed "diplomatic resolution" Mar 10 — early-stage positioning.
🌍 Post-War Endgame Forecasts
STRUCTURAL- GCC is "done for": "I don't think it's possible to come back from what's happening." Saudi Arabia, UAE, Bahrain, Qatar as coherent economic entities will not recover from the war's infrastructure destruction and food/water shock.
- Iran emerges stronger: Controls Hormuz post-war → uses oil chokepoint revenue to finance reconstruction → stronger national identity (religious/nationalist cohesion forged in war) → upgraded military capacity. "After this war the Iranians will actually come out much stronger than before."
- Israel achieves Greater Israel Project — but pyrrhically. Becomes dominant regional power with no GCC counterbalance. However, a weakened US ally leaves it more exposed in a rebalanced Middle East long-term.
- Gulf states become Iranian client states: Once the US leaves the Middle East, Iran controls Hormuz = Iran controls global trade access. GCC oil money flows to Tehran, not Washington.
- Dollar loses global reserve currency status: Petrodollar era ends. Multipolar world accelerates. China and Russia fill the power vacuums left by US withdrawal from the Middle East.
📚 Historical Analogies Used
FRAMEWORK- Athens' Sicilian Expedition (415 BCE): Overconfident projection far from home → total annihilation. US parallel: believing air superiority produces quick capitulation in a country of 90M people across mountainous terrain.
- Vietnam War: US lost not from lack of military power but from prolonged attrition exhausting political and economic will. Local resolve outlasts technological superiority. Iran has capabilities Vietnam never had.
- Hitler → Soviet Union (Barbarossa): Initial easy victories breeding fatal arrogance — underestimating terrain, supply lines, enemy resilience. US destroys Iran's formal military in weeks, then discovers occupying Iran is a different problem entirely.
- Isaac Asimov's "Psychohistory" (Foundation): Jiang explicitly cites this fictional science — using large-scale historical patterns to predict macro-level outcomes even when individual actors behave "irrationally."
- Emmanuel Todd's "micro-militarism": Empires in decline use increasingly brutal military force as a desperate show of power — visibly draining. Todd predicted Soviet collapse in the 1970s and US imperial decline in the early 2000s via this model.
Prime Minister Benjamin Netanyahu
WAR PREMIERFirst press conference since war began: Mar 12 (Day 14). Speaks with Trump "nearly every day." Has added regime change to official war aims. Key framing: "Iran is no longer the same Iran." Compares Khamenei to Hitler.
Rhetoric Timeline — Day-by-Day
18 DAYSNetanyahu's key statements, aggression scores, and Iran's responses.
Aggression Index — 18-Day Timeline
Iran Response Prediction Engine
PATTERN ANALYSISBased on 18-day correlation between Netanyahu signals and IRGC responses.
| Netanyahu Signal | Predicted Iran Response | Hit Rate |
|---|---|---|
| Threatens leadership | Missile barrage within 24h | 100% |
| Addresses Iranian people | IRGC hawks escalate, domestic pushback | 85% |
| Claims victory | Iran demonstrates capability to contradict | 75% |
| Strategic silence | De-escalation window | 60% |
| Regime change rhetoric | Iran declares "no red lines" | 90% |
Bibi-Trump SYNC Index
CENTERPIECEComposite of: Rhetoric Temperature, Goal Alignment, Timing Sync, Audience Targeting, Market Impact. Dropped from 95 (D1 joint launch) to 38 (D19). Katz escalating unilaterally (Litani ops, Khatib kill) while Trump focused on Hormuz reopening + bunker-buster campaign — tactical divergence at crisis level.
Probability Shifts — Post D19 Escalation
D19 UPDATEDHow D19 events (South Pars attack, Khatib killed, Houthis activated, Litani ops, Bushehr NPP hit) shifted scenario probabilities. SYNC index dropped to 38 — decoupled zone as Israel and US pursue increasingly divergent objectives.
- › Bibi escalates → Ceasefire prob drops, Regime change prob rises, Oil $120 prob rises
- › Bibi silent → Ceasefire prob rises, Status quo rises
- › SYNC drops → US exit prob rises, Israel solo ops prob rises
Inflation & Fed Funds Rate Monitor
Oil-to-CPI passthrough derivation · Fed policy outlook
Oil → CPI Passthrough Model
Step-by-step derivation: crude oil price increase → gasoline → energy CPI → headline CPI. Based on Fed passthrough coefficients, BLS energy weights, and Dallas Fed elasticity estimates.
CPI Component Breakdown
Pre-war (Feb 2026 BLS) vs. conflict-adjusted estimates for major CPI categories.
Federal Funds Rate & Policy Outlook
Current rate, dot plot summary, rate path probabilities via CME FedWatch, and FOMC commentary on oil-driven inflation.
Bottom Line
Dubai Watch — Used Car Panic Index
Monitoring used car listings in Dubai as a proxy for expat panic & capital flight
Why Used Cars?
METHODOLOGYUsed car listings are one of the most reliable leading indicators of panic in Dubai. When expats decide to leave — or when residents need emergency liquidity — one of the first things they do is list their car for sale. A sudden spike in listings, especially luxury vehicles (Porsche, Mercedes, BMW, Land Rover, Bentley, Rolls-Royce, Ferrari, Lamborghini), signals financial stress or flight sentiment. We track the three largest used car platforms in the UAE daily.
Daily tracking began Day 17 (16 Mar 2026). Earlier data points are reconstructed from Wayback Machine snapshots. Here's why we have gaps:
- These platforms do not publish historical listing counts — no public API or data export exists
- No third-party dataset tracks Dubai used car inventory daily
- The Wayback Machine (internet archive) only captured these pages 3–4 times in the Feb–Mar 2026 window
- DubiCars and YallaMotor have fewer pre-war snapshots than Dubizzle
- From Day 17 onward, an automated daily capture runs to build a continuous time series
Listing Count Timeline
SPARSE DATATotal used car listings per platform. Missing points = no Wayback snapshot for that date. Dashed red line = war start (Feb 28). Gap-connected lines show estimated trajectory.
Raw Snapshot Log
ALL DATA POINTS| Date | Day | Dubizzle | DubiCars | YallaMotor | Source |
|---|
Luxury Brand Breakdown
D17 BASELINELuxury listings by brand across Dubizzle and DubiCars. A spike in high-end listings (especially Porsche, Ferrari, Lambo) signals panic selling by affluent residents.
Luxury by Platform
Dubizzle
DubiCars
Prediction Analytics — Four Ways of Thinking
Sumpter Framework · 7-Day Speculative AssessmentAnalysis through four mathematical lenses: Statistical (Fisher) — historical pattern matching and base rates; Interactive (Lotka) — feedback loops and game theory; Chaotic (Lorenz) — knife-edge variables and bifurcation points; Complex (Kolmogorov) — emergent patterns and phase transitions. Probabilities derived from analytical reasoning across all four lenses, not statistical model output.
Ceasefire Analytics — Demand Matrix & Compromise Assessment
CEASEFIRE DAY 3Analytical assessment of whether US 15-point and Iran 10-point demands can be met. Minimum viable deal structure. Compromise probability. China tariff ultimatum game theory. All probabilities are analytical assessments based on current war state (Day 42) — not statistical model outputs.
M1–M6 spread: −$12.20/bbl est. (deep backwardation). Market pricing Hormuz disruption lasts 3–6 months despite tankers “dribbling through.” Larijani assassination + Lebanon ground ops = geopolitical risk premium sustained. Selective Hormuz passage for neutrals creates two-tier market. A spike beyond −$15 would indicate reserve exhaustion signal.
Pre-war baseline was −0.5 (mild put skew). +4.2 is elevated but compressing from D5 peak (+8.2). Current +4.2 = market sees real but diminishing $120+ risk — consistent with Polymarket's 37% on $110 EOM. VIX crash (−5.4%) aligns with options skew compression. Key watch: if RR compresses below +2, demand destruction/desensitization narrative dominating.