'AI will pick your stocks' is a marketing fantasy. The honest version is more useful: AI is a phenomenal research assistant and a terrible fortune teller. Knowing the line between the two is the whole game.
What AI is genuinely good at
- Synthesis — reading an earnings call, a filing, the news and the tape at once, then summarising it.
- Surfacing — telling you what actually moved and why, with the source attached.
- Language — doing all of the above in plain English or Arabic.
What AI can't do
It can't predict prices, replace your judgment, or guarantee accuracy. Left unchecked, a model can also hallucinate — state something confidently that isn't true. That single risk is why sourcing matters more than fluency.
Why multi-agent and sourced beats one chatbot
Oswol runs a panel of specialist agents, pairs every claim with its primary document, and attaches a score and confidence band. The terminal is a panel, not a pundit — and the audit trail is always one tap away.