Six months ago someone put a for-loop around GPT-4o and got 50% on the ARC-AGI test set and 72% on a held-out training set redwoodresearch.substack.com/p/getting-50... Just sample 8000 times with beam search.

o3 is probably a more principled search technique...

My deep learning course at the University of Geneva is available on-line. 1000+ slides, ~20h of screen-casts. Full of examples in PyTorch.

fleuret.org/dlc/

And my "Little Book of Deep Learning" is available as a phone-formatted pdf (nearing 700k downloads!)

fleuret.org/lbdl/

D&D Combinatorics xkcd.com/3015

Glad to see the AI/ML community shifting to bsky! Now I can finally leave X behind for good

Nostalgic for the good ol' days when the first thing you'd see on a new social media platform wasn't a political rant.

Hello Bluesky