Cyrus Vakil

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Level 3 · Do the research

Research with AI, then check it

8 min · 5 steps · 1 task

Course outline · 10 of 18
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Goal

Run one AI research question about your market and turn the report into a checked claim list: keep, kill or unknown.

Why it matters

AI can read pages far faster than you can, so my team uses it for research. But it writes a dead link and a real one in the same calm voice. And when it can’t find a quote, it may hand you one that sounds right. One invented quote in your research folder spreads into everything you build from it. So this lesson has two halves: how to ask AI to gather, and how to check what comes back.

In the full lesson

  1. Step 1 · Know what deep research is good and bad at
  2. Step 2 · Ask for links, exact words and a can't-reach list
  3. Step 3 · Pull out every claim and mark it
  4. Step 4 · Trace each number back to where it started
  5. Step 5 · Keep the checked list. Retire the rest.

This lesson is in The Ultemir Playbook.

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