Marcus Llewellyn

Algorithms extract topics and meeting phases from messy transcripts.

Machines need structured data from meeting notes to act on decisions and tasks reliably.

AI notetakers hallucinate in ways that are harder to catch.

Separating real commitments from sounding-like-agreements is where meeting AI still struggles most.

Why AI meeting tools struggle to assign the right tasks to the right people.