Can you trust an AI meeting summary?
Explainer · 2026-10-06
Mostly, if you can check it. AI summaries fail in a few recognisable ways — a suggestion recorded as a decision, an action item given to the wrong person, a detail nobody said, the middle of a long meeting missing — and all of them are caught by reading the summary against the transcript. A summary you cannot check line by line is one you should not forward.
People who use note-takers say the same thing in different words. "AI notes are often hallucinating and change the meaning," reads one App Store review of Granola. In forum threads about Zoom's and Notion's summaries the complaint is the opposite: too generic to be useful. Both are real, and both have causes you can look for.
1. A suggestion becomes a decision
"We could push the launch to next week" turns into "Decided: launch moved to next week." Summarisers are asked to find decisions, so they find them. This is the error that does damage, because the summary is what gets forwarded.
2. The action item goes to the wrong person
Transcripts know who spoke only as well as the speaker labels do. On a single audio channel, "I'll send it Friday" can be attributed to whoever spoke last. Check every action item that has a name on it.
3. A detail that was never said
A number, a date or a name filled in from context — or from the slide that was on screen but never discussed. Audiee.ai reads the text on a shared screen to spell names and terms correctly, and its summariser is told that something only on screen is context, not a decision. That reduces the problem; it does not abolish it.
4. The middle of a long meeting is missing
Every summariser reads a limited amount of text. Ours read only the first 12,000 characters — about fifteen minutes of English — until September 2026, when a user noticed that a 73-minute call had been summarised as if it ended early. It now reads 120,000 characters, about two hours of English; past that it keeps the opening and the closing, where decisions and commitments usually sit, and marks the cut so the model knows something is missing. Ask your tool what it does with a three-hour meeting.
5. Too generic to use
"The team discussed the roadmap and agreed on next steps." True, and useless. It happens when the summariser is optimised to be safe rather than specific. Ours is told to give who said what, what was decided, what is blocked and who agreed to what, and to extract only what was said — not to infer, misattribute or invent.
A two-minute check before you forward anything
- Open each decision and action item at its source line. If you can't, treat it as unverified.
- Read the verbs. "Agreed", "decided", "will" — was that really what was said, or was it "could", "maybe", "let's think about"?
- Check every name attached to an action item.
- Check numbers and dates against the transcript, not your memory.
- Ask what is missing: who objected, what was left open. A summary with no open questions is suspicious.
What Audiee.ai does, and what it doesn't
- Every line leads back. Each summary bullet, waiting-on and follow-up has a timestamp; click it and the transcript opens at that line.
- The transcript is never rewritten. You can edit or regenerate the summary — the previous version is kept — but the transcript stays as recognised, so there is always something to check against.
- Answers cite their meetings. Ask in Chat what was decided with a client and the answer names the meetings it came from.
- Speaker names are reliable on Zoom only, where Audiee.ai reads Zoom's own active-speaker labels; on Meet and Teams you will see "Speaker 1" until you rename, so error 2 above is more likely there.
- It can still be wrong. We would rather you check than trust us.
Do AI meeting summaries make things up?
Sometimes, in recognisable ways: a suggestion written up as a decision, an action item given to the wrong person, a detail that was never said. A 2026 App Store review of Granola puts it plainly: "AI notes are often hallucinating and change the meaning." No summariser, ours included, can promise it never happens — which is why every line should lead back to the transcript.
Can I send an AI summary to my manager without reading it?
Don't. Read the decisions and the action items against the transcript first; it takes two minutes and catches the errors that matter.
Which note-takers link summary lines back to the transcript?
Audiee.ai does: every bullet, waiting-on and follow-up carries a timestamp that opens the transcript at that line. Check whichever tool you use for the same thing before you rely on it.