Mohit Arora

Mohit Arora

Just Another Software Engineer

Forums

Why do most AI stock tools focus on predictions instead of explanations?

I ve been exploring AI tools for stock analysis and noticed that most focus on predictions or buy/sell signals.

But in markets where uncertainty is high, I personally find reasoning more useful than predictions.

For example:
What factors support a setup
What contradicts it
What risks exist
What would invalidate the thesis

Curious how others think about this.

Mohit Arora

14h ago

TradeThesis - AI that explains stock market moves — not just predicts

AI-powered stock analysis built for transparency. Instead of black-box signals, it breaks down why a stock setup exists by combining technical structure, fundamentals, sector strength, and news context. See supporting factors, risks, and invalidation scenarios — so you can make better market decisions with structured reasoning.