Forecasting

Stop Asking AI to Predict the Future. It’s a Mirror, Not a Prophet.

LLMs don’t predict the future — they amplify the cultural biases, sci-fi tropes, and historical patterns embedded in their training data. Every forecast is a mirror of our collective imagination, not an objective look ahead. The real value of asking an AI about tomorrow is uncovering the assumptions we hold today.

Europe’s 2031 Is a Bet. Here’s Why That’s Terrifying.

Most analysts treat Europe’s 2031 trajectory as a forecast — a passive extrapolation of current trends. But that’s a dangerous illusion. Europe’s future is a high-stakes bet, and the continent’s institutional inertia makes 2031 feel as distant as 3031. Recognizing this shifts the paradigm from passive observation to active, uncomfortable decision-making. The only way to win is to stop consuming forecasts and start placing bets.