The Dutch Investors #79 | How to Use AI as a Long-Term Investing Tool w/ Compound with AI
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Feb 3, 2026 Mostapha (Compound with AI) — long-term investor and engineer who builds AI prompt libraries for investors. He explains why AI speeds and deepens research. He compares closed-loop and open-loop tools. He shares workflows: industry-first analysis, notebook LMs for deep document review, and practical prompting tips. He warns what AI should not do and stresses linking AI to your investing process.
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Use AI To Turn More Rocks
- Try AI to speed up and deepen your investing research across many stocks.
- Learn prompts and processes so AI becomes a reliable analyst, not a decision-maker.
Real Example: AI Exposed A Red Flag
- A friend discovered a red flag via one of Mostapha's prompts and avoided investing as a result.
- AI surfacing overlooked risks saved that investor from a potential mistake.
Pick Closed-Loop Or Open-Loop Wisely
- Distinguish closed-loop and open-loop AI workflows and pick the right mode for your goal.
- Use closed-loop (Notebook LM) when you control sources and open-loop for broad internet deep research.