Geopolitics
A Polymarket Account Created Days Before the Maduro Raid Turned $32K Into $436K. Now Washington Wants Answers.
A newly created Polymarket account turned roughly $32,000 into $436,000 by betting on Maduro's removal — days before a nighttime raid was announced. Combined with a suspicious Iran ceasefire odds spike, the pattern has regulators and lawmakers targeting prediction market insider trading for the first time.
Read →China Surges 26 Aircraft and 83 Ship Transits Near Taiwan While U.S. Fights Iran — The Semiconductor Crisis No One Is Pricing
China deployed 26 military aircraft and 83 ship transits near Taiwan in March 2026 while the U.S. fights Iran. TSMC produces 90% of advanced chips. Prediction markets price invasion at 11%. An AI agent could have traded this signal in seconds.
Read →Game Theory for Prediction Market Bots: How an Agent Exploits the Gulf Security Pivot
How a prediction market bot applies game theory to the Gulf states' security reassessment — mapping geopolitical signal chains from Reuters analysis to Polymarket positions on oil, Hormuz, and petrodollar contracts.
Read →The Fertilizer Crisis No One Priced In — How an AI Agent Could Have Seen It Coming
The Iran war triggered a global fertilizer shock that prediction markets missed. Here's the exact data pipeline an AI agent would have used to connect Strait of Hormuz closure to urea prices, agricultural futures, and Polymarket positions — weeks before Bloomberg ran the headline.
Read →Gulf States Weigh Force Majeure on US Contracts — Prediction Markets Price the Fallout
Three of the four largest Gulf economies are reviewing force majeure clauses on US investment contracts. Here's what Polymarket, Kalshi, and autonomous agents are pricing in.
Read →Professor Jiang's 'Predictive History' Went Viral — AI Agents Are Already Doing It Better
Professor Jiang Xueqin's game-theory-based geopolitical predictions went viral. Prediction market agents are automating the same methodology — and putting real money behind it.
Read → Layer 4 — IntelligenceOSINT Intelligence Tools for Prediction Market Agents
How autonomous agents use open-source intelligence to trade prediction markets faster than humans. Signal taxonomy, OSINT tools, pipeline architecture, and risk management.
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