AI for investors

How large language models change equity research, what they're good at, and how to keep them honest.

• AI stock analysis explained: what it actually does

  What 'AI-powered stock analysis' really means in 2026, what models are good at, and where they still hallucinate.

  7 min readRead

• AI vs human research: who wins on equities?

  Where AI beats the median analyst, where humans still win, and how to combine them into a workflow that compounds.

  6 min readRead

• Prompting AI for investment decisions: a short playbook

  Five prompt patterns that get useful answers out of LLMs for equity research — and three patterns that produce confident garbage.

  6 min readRead