One tip I've found really useful over the past few years is to always try and include a "STAR moment" in a talk - where STAR stands for "Something They'll Always Remember".
Effectively it means try and have at least one memorable surprise or gimmick in your talk. If someone watches a dozen talks at a conference you want them to be able to say "Oh, I remember your talk, it was the one with ..." when they meet you in the corridor.
Effectively it means try and have at least one memorable surprise or gimmick in your talk. If someone watches a dozen talks at a conference you want them to be able to say "Oh, I remember your talk, it was the one with ..." when they meet you in the corridor.
I deployed my pelican on a bicycle benchmark as a STAR moment last year and it was really effective: https://simonwillison.net/2025/Jun/6/six-months-in-llms/
At PyCon a couple of years ago I used a vibe-coded counter of the number of times I said "AI" out loud: https://simonwillison.net/2024/Jul/14/pycon/#pycon-2024.043....