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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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.
Create A Validated Prompt Library
- Build a prompt library of 20–30 validated prompts that mirror your investment checklist.
- Reuse and iterate those prompts to produce consistent reports and speed up initial screening.
Industry First, Company Second
- Start research at the industry level because industry returns drive most long-term outcomes.
- Use industry reports first, then narrow to company-specific prompts for context-aware analysis.