System 1 Models in Safety Research: What Jev and Laya Can and Cannot Do
Guest lecture, CE 7393, Texas State University, 14 October 2026
Amir Rafe, Ph.D., AIT Lab, Ingram School of Engineering

TO VIEW
Double-click index.html. It opens in any modern browser and needs no internet
and no installation. Online copy: https://pozapas.github.io/talks/system1-safety/

KEYS
Right arrow or Space   next step
Left arrow             previous step
F                      full screen
T                      start the countdown on a prediction sheet
M                      full animation on or off (needed when Windows has
                       animation effects turned off; remembered per browser)
Esc or O               overview of all sheets

The live sheets show answers recorded from real Jev and Laya runs.

ALSO IN THIS FOLDER
notebook/system1_workshop.ipynb   student notebook, runs Laya on a free Colab CPU
lecture_backup.pdf                every sheet as a PDF

All reports in the deck are synthetic. Results come from the authors' studies
listed on the take-home sheet and from public model cards and leaderboards as
published on 10 October 2026.
