'AI is a probability machine,' professor tells webinar attendees

Sep 23, 2026

Professor Dave Gadeau demonstrated how large language models predict outputs from training data, using a 'knock‑knock' example to explain probability ranking and why models sometimes produce unexpected results.

The full story

In the FLX AI Hub webinar, computing science professor Dave Gadeau walked attendees through the mechanics of modern language models and why they behave the way they do. "AI is nothing more than a probability machine," he said, using a layered "knock‑knock" demonstration to show how models select next words based on statistical likelihood from training corpora.

Free newsletter

Sign up to keep reading.

Your free newsletter brings you what your city council, county, and school board discussed and decided.

or
Already have an account? Sign in