Lesson 3 of 6
Research & analysis
6 min read
AI hands you a crisp market stat with a source and a page number. It looks perfect. It's also completely made up. How would you know?
A research assistant, at speed
AI is a strong research partner: it gathers background, compares options, and synthesizes a pile of messy material into a tidy summary. For a first pass on an unfamiliar topic, it turns a day of reading into a few minutes.
AI is great for the first sweep — gathering, comparing, and summarizing. It gets you oriented fast.
Confidence is not correctness
Here's the catch: AI states a wrong fact with exactly the same confidence as a right one, sometimes with an invented citation to match. So before a number goes in your report, verify it — ask for the source, cross-check it elsewhere, or re-ask and see if the answer holds.
A confident answer is a draft, not a fact. One quick check — source, cross-check, or re-ask — catches what the confident tone hides.
The higher the stakes, the harder you check. A throwaway idea can stay unverified; a figure in a client deck cannot.
The shape of it
- —AI is excellent for the first sweep: gather, compare, synthesize.
- —It states wrong facts as confidently as right ones — sometimes with fake sources.
- —Verify anything you'll rely on: source, cross-check, or re-ask.
AI hands you a confident stat with a citation for your report. Before you rely on it, you should…
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