Reach run Summer Schools in Oxford. You know, the ones where 100s of international kids loll around in the University Parks for hour after hour. On a serious note, they are looking for DPhil-level tutors and pay okay. Below is their blurb: 

Jan in front of a whiteboard

Information Theory, formalised by Claude Shannon in the 1940s, is one of the planks of 20th and 21st century science. You can now watch eight lectures we're showing from Sam Cohen's popular 3rd year Oxford Mathematics course, part of our aim of making more of our teaching visible to a wider audience.

Necessary-law arguments
Paseau, A Faith and Philosophy: The Journal of the Society of Christian Philosophers
An exactly solvable model for emergence and scaling laws in the multitask sparse parity problem
Nam, Y Fonseca, N Lee, S Mingard, C Louis, A Advances in Neural Information Processing Systems 37 (NeurIPS 2024) volume 37 (25 Sep 2024)
Exact identifiability analysis for a class of partially observed near-linear stochastic differential equation models
Browning, A Chappell, M Rahkooy, H Loman, T Baker, R (09 Dec 2025)
A Simple Strategy to Deal with Toxic Flow
Cartea, Á Sánchez-Betancourt, L (23 Mar 2025)
Biased estimator channels for classical shadows
Cai, Z Chapman, A Jnane, H Koczor, B Physical Review A volume 111 issue 3 l030402 (21 Mar 2025)
Bordism categories and orientations of moduli spaces
Joyce, D Upmeier, M (26 Mar 2025)
Zero-homogeneous and $O(2)$-equivariant critical points of the
Oseen-Frank energy with multiple Frank constants
Nguyen, L (28 Mar 2025) http://arxiv.org/abs/2503.22599v1
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