Sophistia.ai

What it does

Sophistia is an AI stock screener that lets you define your own factors in plain English. Type any theme or business characteristic - like AI datacenter exposure, tariff sensitivity, high switching costs, recurring-revenue strength, mission-critical supplier, etc. Sophistia scores thousands of companies 0–10 on each factor and surfaces the best-fit stocks you’d never find through ratios and financials alone.

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  Hey HN, I’m Dan. I’ve been working on forecasting for the last six years at Google, then Metaculus, and now at FutureSearch. For a long time, I thought prediction markets, “superforecasting”, and AI forecasting techniques had nothing to say about the stock market. Stock prices already reflect the collective wisdom of investors. The stock market is basically a prediction market already. Recently, though, AI forecasting has gotten competitive with human forecasters. And we’ve found a way of modeling long-term company outcomes that is amenable to our forecasting approach. Iteration by…

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