Start-ups use AI to predict future

AI start-ups outperform human experts in forecasting markets, politics, and culture.

Oct 12, 2026

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Start-ups use AI to predict future

AI start-ups outperform human experts in forecasting markets, politics, and culture.

In brief

AI start-ups outperform human experts in forecasting markets, politics, and culture. AI prediction tools now match top human superforecasters in accuracy across markets, politics, and culture. Originally reported by The Straits Times.

AI start-ups forecast markets

Start-ups use ai to make future forecasts on markets, politics, and culture.

AI matches top forecasters

AI models now match or beat top human superforecasters in accuracy.

AI wins Metaculus Cup

AI wins Metaculus Cup

Two ai models took top spots in the metaculus cup competition in early september.

AI boosts trading gains

Theo summer turned us$35 into us$1.9 million in seven months using ai tools.

AI predicts interconnected events

AI models cross-check assumptions across events like oil prices and middle east conflicts.

AI risks for retail investors

AI risks for retail investors

Retail investors may lose access to ai tools as prediction sites become dominated by ai systems.

AI expands beyond finance

AI models now predict risks in government, science, and insurance across sectors.

The main idea

AI prediction tools now match top human superforecasters in accuracy across markets, politics, and culture.

Read the original on The Straits Times

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