Goal Hijacking June 16, 2025
How Intrinsic Motivation Can Derail Goal-Directed Behavior

The Hammer and the Nuke June 16, 2025
Why AI Robustness is a Necessary Condition for AI Alignment

Projection into the typical set: PITS August 10, 2024
A new approach to solving inverse problems

The behaviour of neural flows August 1, 2024
Neural nets can struggle to learn very simple flows.

Requests for research April 10, 2020
Some ideas from my masters.

The advantages of backward reasoning. October 20, 2018
A simple exploration of what can be gained by reasoning backwards from your goal.

Unsupervised skip connections May 30, 2018
How can we use ladder nets in the unsupervised setting?

Visualising dataset alignment February 10, 2018
Dataset alignment represented as tensor networks

Conserved complexity September 26, 2017
A conservation law for algorithms?

A functional type of non-linear algebra? September 26, 2016
Functional programming plus neural network architectures.