Predicting the Endgame in Iran
Infographic: A Data-Based Analysis
One of the top AI models for predicting the future is Grok 4.2, earning four of the top six slots in the stock-picking contest called AlphaArena. I tasked Grok this morning with looking at the outcomes of the Iran conflict.
When American and Israeli warplanes began pounding Iranian military infrastructure on 2/28/26, the world braced for the unthinkable — a full-scale war with a nation of 88 million people, a nuclear-threshold state, and the architect of the Middle East’s most dangerous proxy network. One week in, the fog of war is beginning to lift, and the shape of the conflict is coming into focus. The strikes have been crushing, the Iranian response has faltered, and the calculus points toward a specific — and perhaps surprising — conclusion. Here’s what the data, the military realities, and the political incentives tell us about the endgame.
The following infographic summarizes the assessment.
The US-Israeli military campaign against Iran, launched on 2/28/26, has already achieved devastating results in a few days — destroying roughly 300 missile launchers, establishing air superiority, setting back Iran’s nuclear program by years, and eliminating Ayatollah Khamenei along with dozens of senior IRGC commanders.
With Iran’s retaliatory capacity dropping by 70% and its air defenses gutted, the conflict is on a trajectory toward a ceasefire within 4–8 weeks, with a 60–70% probability of the regime surviving in a severely weakened, IRGC-dominated form. Covert operations targeting internal opposition groups add pressure but are unlikely to produce regime collapse on their own. The most probable endgame is a declared US/Israeli victory on core objectives — nuclear delay, missile degradation, proxy neutralization — followed by face-saving negotiations, limited sanctions relief, and a fundamentally diminished Iran that will take years to rebuild as a regional power.
Wars never end as cleanly as the planners hope. But this one is different from Afghanistan, Iraq, or any of America’s 21st-century entanglements — because the explicit goal is destruction, not occupation. The air campaign is achieving its objectives at a pace that has surprised even hawkish analysts. Iran’s regime will almost certainly survive, but it will emerge a shadow of itself — its missiles shattered, its nuclear ambitions delayed by a decade, its terror proxies defanged, and its people seething.
Enjoying these infographics? Please consider a Paid subscription. Paid subscribers get access to the AI Time Travel Series, the Illustrated Spygate and all of the Secret Archives!
The Time Travel Series: using AI to relive the past first person. Some recent episodes:
The true story of “Russia Collusion” - The Illustrated Spygate Scandal.
A dramatization of real events. This is Part I. The entire book is online - and available on Kindle and in paperback!
Regime change 10%. Really? Considering the Kurds and the hostility of the Gulf states, and the overwhelming unpopularity of the regime, I'd put it closer to 80%. Losing a war is very, very bad for a regime: just look at 1905 Russia, which was nearly overthrown.
I guess there are now prediction markets where one can put his money where his mouth is. I should do that.
I would take the 10% bet because the analysis misses something critical: the attacks are on IRGC personnel, assets, and leadership - not on Iran's professional military. My expecation, therefore, that the air strikes will waken the irgc to the point that the senior part of the junior officer corp in the professonal military takes over and puts an end to the mullahs and the war - probably within days of when the next wave (b-52s flattening industrial production sites) starts.