A New Kind of Knowledge

The World Is Moving Toward Forecasting Everything

We track the world's boldest forecasters — and hold their predictions against the markets where millions put real money behind what they believe will happen next.

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14
Forecasters Tracked
47
Active Predictions
3
Confirmed Correct
$2.1B+
In Prediction Markets

What is a prediction market?

Imagine a stock market — but instead of trading shares in companies, people trade shares in the future. Will there be a ceasefire by December? Will AI pass a medical exam by 2027? Will oil hit $120?

Each question becomes a contract. If you think something will happen, you buy "Yes." If you doubt it, you buy "No." The price — set by thousands of traders with real money at stake — becomes a living, breathing probability estimate.

A contract trading at 72¢ means the crowd collectively believes there's a 72% chance it happens. It's not one expert's opinion. It's the aggregated knowledge of everyone willing to back their belief with money.

Platforms like Polymarket and Kalshi run these markets in real-time, on everything from elections and wars to Oscar winners and interest rate cuts.

That's the oracle economy: where collective intelligence meets financial incentive — and the future gets a price tag.

🔴 Live Market Examples

"US ground troops in Iran by 2027?"
34% YesPolymarket
"Strait of Hormuz closed 7+ days in 2026?"
28% YesPolymarket
"Oil above $120/barrel in 2026?"
19% YesKalshi
"US recession in 2026?"
45% YesKalshi
"AI passes medical licensing exam by 2027?"
78% YesMetaculus
The Prediction Tracker

Every claim mapped against real markets. The bars tell the story — when an oracle and the crowd diverge, that's where it gets interesting.

Jiang
Markets
1
US Ground Invasion of Iran Divergent
📜
Historical Echo: The 2003 Iraq invasion began with "shock and awe" but became a 20-year quagmire. Iran's terrain and 88 million population make it a far harder theatre.
❤️
Human Stakes: A ground war could displace millions and destabilise the entire region from Lebanon to Afghanistan.
Jiang
90%
Market
34%
56 point gap
Source: Game Theory #11 (March 2026) Platform: Polymarket
2
No Nuclear Weapons Used Aligned
📜
Historical Echo: Nuclear weapons haven't been used in conflict since 1945. The 80-year taboo has held through the Cold War, Korea, and the Cuban Missile Crisis.
❤️
Human Stakes: Even a single tactical nuclear weapon could kill hundreds of thousands and render regions uninhabitable for decades.
Jiang
100%
Market
95%
5 point gap
Source: Game Theory #9 Platform: Multiple
3
Strait of Hormuz Closure → Oil Shock Divergent
📜
Historical Echo: During the 1973 Arab oil embargo, prices quadrupled in months. 20% of global oil still transits the Strait of Hormuz daily.
❤️
Human Stakes: An oil shock hits developing nations hardest — food prices, heating costs, and transportation become unbearable for billions worldwide.
Jiang
85%
Market
28%
57 point gap
Source: Game Theory #11 Platform: Polymarket
4
Iran Wins the Long War Developing
📜
Historical Echo: The graveyard of empires pattern — from Napoleon in Spain to the Soviets in Afghanistan. Asymmetric wars favour the defender over time.
❤️
Human Stakes: A prolonged war means years of casualties on all sides, refugee crises, and a generation shaped by conflict.
Jiang
85%
Market
No direct market
Source: Game Theory #9, #11 Platform: None yet
5
US Empire Decline / Weakened Position Developing
📜
Historical Echo: Every empire in history has overstretched — Rome, Britain, the Soviets. Dalio quantifies the cycle at ~250 years. The US is at year 249.
❤️
Human Stakes: Imperial decline reshapes billions of lives — currencies shift, alliances break, ordinary people bear the cost of transitions they didn't choose.
Jiang
90%
Market
~45%
45 point gap (proxy)
Source: Game Theory #9, #11 Platform: Kalshi (recession proxy)
Past Calls — Verified by History

Before we ask you to listen to any forecaster, we show you what they got right — and what's still unfolding.

Trump wins 2024 election
Predicted: Early 2024 · Outcome: November 2024
Called correctly when polls showed a toss-up. Jiang's game theory model identified structural advantages most pundits missed.
US/Israel initiates military action against Iran
Predicted: Mid 2024 · Outcome: Late 2024
Escalation confirmed — airstrikes expanded significantly beyond prior operations. Jiang predicted the trajectory, not just the event.
The US will ultimately lose the war
Predicted: 2024 · Status: Ongoing
Conflict continues with no resolution in sight. This prediction requires years to fully evaluate — we're tracking it in real time.
The Oracle Roster

The forecasters, thinkers, and pattern-matchers whose predictions we'll track across the series.

🏛️ Geopolitical
J
Prof. Jiang
Psychohistory & game theory — US-Iran, empire collapse
Episode 1 — Now Live
RD
Ray Dalio
Empire cycles, The Changing World Order, debt crises
Coming Episode 2
PZ
Peter Zeihan
Demography-driven collapse of China, Russia, Germany
Coming Episode 4
GF
George Friedman
Stratfor founder — The Next 100 Years, long-range calls
Coming Episode 5
GA
Graham Allison
Thucydides Trap — US/China war probability
Coming Episode 6
IB
Ian Bremmer
Eurasia Group — geopolitical risk scoring
Coming Episode 7
💰 Economics & Markets
NR
Nouriel Roubini
"Dr. Doom" — called the 2008 crash before anyone listened
Coming Episode 3
MB
Michael Burry
The Big Short — bet against the US housing market and won
Coming Episode 4
CW
Cathie Wood
ARK Invest — bold tech/innovation price targets
Coming Episode 6
🤖 Tech & AI
RK
Ray Kurzweil
Singularity, AGI by 2029, exponential prediction curves
Coming Episode 5
SA
Sam Altman
OpenAI CEO — AGI roadmap, tech timeline predictions
Coming Special
EY
Eliezer Yudkowsky
AI doom forecasts — specific, testable, existential
Coming Episode 7
🎭 Culture & Wildcards
NS
Nate Silver
Elections, sports, poker — statistical forecasting pioneer
Coming Episode 2
PT
Philip Tetlock
Superforecasting — proved amateurs can beat CIA analysts
Coming Episode 3
🐙
Paul the Octopus
8/8 World Cup 2010 predictions — luck or prophecy?
Coming Wildcard
The Reading List

The books that shaped how we think about prediction, probability, and the future.

01
Superforecasting
Philip Tetlock & Dan Gardner
Scientific proof that some people predict the future better than intelligence agencies — and how they do it.
02
The Signal and the Noise
Nate Silver
Why most predictions fail — and how separating signal from noise dramatically improves forecast accuracy.
03
The Changing World Order
Ray Dalio
500 years of empire cycles mapped into a framework that suggests the current world order is nearing transition.
04
The Big Short
Michael Lewis
How a handful of contrarians saw the 2008 crash coming when the entire financial world said everything was fine.
05
Destined for War
Graham Allison
The Thucydides Trap — 16 cases where a rising power challenged a ruling power. War broke out in 12 of them.
06
The Next 100 Years
George Friedman
Written in 2009 — predicted a US-Turkey confrontation, Polish rise, and Japanese remilitarisation. How's the scorecard?
07
The End of the World Is Just the Beginning
Peter Zeihan
Demographics as destiny — why globalisation is unwinding and which countries survive the transition.
08
The Black Swan
Nassim Nicholas Taleb
The counterargument: why some events are fundamentally unpredictable — and why that matters for every forecast.

The future has a price.
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