September 2026

Schedule

Yours: Singular Learning Theory · Thu 17 Sep, Thu 17 Sep · Singular Learning Theory · Fri 18 Sep, Fri 18 Sep

Week 1

[C.1]ML Engineering Mon 7 Sep Julian Schulz materials quiz feedback

[C.2]Mechanistic Interpretability Tue 8 Sep Julian Schulz materials quiz feedback

[B.6]Physics for Deep Learning Wed 9 Sep Tudor Dimofte materials quiz feedback

[C.3]Computational Mechanics Thu 10 Sep Xavier Poncini materials quiz feedback

[D.7]World Models Fri 11 Sep Fernando Rosas materials quiz feedback

Week 2

[D.1]Decision Theory → RL Mon 14 Sep Fernando Rosas materials quiz feedback

[D.3]Solomonoff Induction + AIXI Tue 15 Sep David Quarel materials quiz feedback

[B.4]Training Dynamics Wed 16 Sep Guillaume Corlouer materials quiz feedback

[B.3]Singular Learning Theory · Thu 17 Sep leading Thu 17 Sep Kai OgdenMatthew Farrugia-Roberts materials quiz feedback

[B.3]Singular Learning Theory · Fri 18 Sep leading Fri 18 Sep Kai OgdenMatthew Farrugia-Roberts materials quiz feedback

Week 3

[C.4]Abstractions and Latents Mon 21 Sep Satya BensonAden Power materials quiz feedback

[A.1]AI Alignment Introduction Tue 22 Sep Aden Power materials quiz feedback

Project proposal day 1 Wed 23 Sep Leonard Bereska

[D.4]Agent Foundations · Thu 24 Sep Thu 24 Sep Aden Power materials quiz feedback

[A.2]Alignment in Practice Fri 25 Sep Aden Power materials quiz feedback

Week 4

[E.1]Debate Mon 28 Sep Stephan Wäldchen quiz feedback

[E.2]Steganography and Backdoors Tue 29 Sep Stephan Wäldchen materials quiz feedback

[D.4]Agent Foundations · Wed 30 Sep Wed 30 Sep Ashe Vazquez NuñezStephan Wäldchen materials quiz feedback

[B.5]Data Attribution Thu 1 Oct Louis Jaburi materials quiz feedback

Launch Day + proposal round 2 Fri 2 Oct Leonard Bereska feedback

The Module Library holds a folder per module. The curriculum site holds the lecture notes, and a code links to them where they are written. The quiz folder holds every day's form. A day with no link has none confirmed for it.