A figure in front of a burning building at night

Index 01 · Geopolitics

Chaos Index

The world feels more dangerous lately. Here is how it actually looks to thousands of people betting real money on it, and to the AI models we ask the same questions.

Photo by Koshu Kunii on Unsplash

livePolymarket

Escalation

11.4+0.0 today

Peace

24.5+1.1 today

liveKalshi

Escalation

4.3

Peace

9.7

The market's running estimate of global risk

60 days · updated through 11:01 UTC

Escalation forecast: the odds something bad happensPeace forecast: the odds something good happensDashed: machine ensemble
02040Jun 24Jul 1Aug 1now

The models read the world as calmer than the money does, on both counts. At the last print they put conflict at 6.1 where the market stood at 11.4, and de-escalation at 28.3 where it stood at 23.3.

The second opinion

3 frontier models, each asked alone with the question and its rules. We hide the price so they argue from precedent instead of copying the market.

machine_20260824 · 2026-08-24

-5.1ppThe machines see a calmer world than the money does
Escalation
money 11.4machines 6.1
Peace
money 23.3machines 28.3
Model by model
ModelEscalationPeacevs money
GPT-55.130.5-6.4 pp
Claude Opus 4.16.825.7-3.9 pp
Grok 4.67.431.0-4.8 pp

The headline is the median of these, so one outlier cannot move it. Models also differ in when their training data stops, so part of any gap here is vintage rather than judgement.

Where they disagree most
Iran charges Hormuz fees57.0% → 8.0%-49.0
Iranian blockade ends68.2% → 28.0%+40.2
US strikes Colombia30.5% → 2.0%-28.5
Israel leaves Lebanon8.5% → 35.0%-26.5
Hormuz back to normal34.5% → 58.0%-23.5

All constituents

live odds as of 11:01 UTC · list last changed 2026-08-25 (v1.1)

MarketForecastYes odds
US annexes Greenland landAmericasEscalation6.5%
US strikes CubaAmericasEscalation16.5%
US invades CubaAmericasEscalation7.5%
US invades VenezuelaAmericasEscalation3.6%
US strikes ColombiaAmericasEscalation34.0%
US takes Panama CanalAmericasEscalation3.6%
US strikes MexicoAmericasEscalation11.5%
Cuban regime fallsAmericasEscalation13.5%
China invades TaiwanEast AsiaEscalation3.9%
North Korea invades SouthEast AsiaEscalation3.1%
China-Japan clashEast AsiaEscalation7.5%
China-Taiwan clashEast AsiaEscalation7.8%
China coup attemptEast AsiaEscalation4.0%
China-Philippines clashEast AsiaEscalation32.5%
China blockades TaiwanEast AsiaEscalation5.6%
US military draftGlobal OrderEscalation4.8%
NATO dissolvesGlobal OrderEscalation3.0%
A country leaves NATOGlobal OrderEscalation3.3%
India strikes PakistanGlobal OrderEscalation12.5%
A country leaves the EUGlobal OrderEscalation2.9%
Nothing Ever HappensGlobal Orderunweighted81.5%
US invades IranIran & GulfEscalation16.5%
Iranian regime fallsIran & GulfEscalation7.5%
Hormuz back to normalIran & GulfPeace35.5%
Iran leadership changeIran & GulfEscalation15.5%
US-Iran nuclear dealIran & GulfPeace11.5%
Iranian blockade endsIran & GulfPeace75.0%
US declares war on IranIran & GulfEscalation3.7%
Iran surrenders uraniumIran & GulfPeace7.5%
Kharg Island lostIran & GulfEscalation7.5%
Iran gets nukeIran & GulfEscalation5.1%
US-Iran ceasefire holdsIran & GulfPeace75.5%
Iran ends enrichmentIran & GulfPeace13.5%
US-Iran meetingIran & GulfPeace50.5%
Iran exits NPTIran & GulfEscalation11.1%
Iran charges Hormuz feesIran & GulfEscalation44.5%
Israel-Iran ceasefire holdsIran & GulfPeace70.5%
Bab el-Mandeb closedMiddle EastEscalation17.5%
Saudi-Israel normalizeMiddle EastPeace7.5%
Abraham Accords growMiddle EastPeace6.5%
Foreign intervention in GazaMiddle EastEscalation27.0%
Israel leaves LebanonMiddle EastPeace9.5%
Israel annexes West BankMiddle EastEscalation8.5%
Israel-Turkey clashMiddle EastEscalation14.5%
Hamas agrees to disarmMiddle Eastunweighted0.0%
Ukraine ceasefireRussia-UkrainePeace24.0%
NATO-Russia clashRussia-UkraineEscalation25.5%
Russia invades NATO stateRussia-UkraineEscalation5.0%
Ukraine peace deal signedRussia-UkrainePeace12.5%
Russia invades another countryRussia-UkraineEscalation5.5%
Putin-Zelenskyy meetRussia-UkraineEscalation93.5%
Russia coup attemptRussia-UkraineEscalation6.5%
NATO Article 5 invokedRussia-UkraineEscalation5.3%
Russia nuclear testRussia-UkraineEscalation5.9%
Ukraine recapture Crimean territory byRussia-Ukraineunweighted5.5%
China invade Taiwan by December 31, 2027Taiwan & Chinaunweighted11.5%
China invade Taiwan by June 30, 2027Taiwan & Chinaunweighted7.5%

How we do this

A forecast here is one number summing up a whole basket of markets: the average chance, in percent, that those things happen. Every market carries a sign, danger or peace, and each forecast is the average of its markets' live odds weighted by the money at stake. The two are never blended, because a war starting and a peace deal failing are different facts. Every market eventually resolves, so every forecast here can be scored against what actually happened.

We hide the price so each model has to reason from history and precedent instead of reading the answer off a screen. That gives us a view formed independently of the market, which is the only kind worth setting against it. What we cannot hide is the world: a model's knowledge stops at its training date, so a wide gap can mean it is behind the news rather than ahead of the crowd. We publish the disagreement, not a verdict, and we never fill in the past: the machine line starts the day we first ran it.