Thesis: Digital abstraction simplifies coordination by dramatically reducing the complexity of verifiability and enforcement. It is primarily the progress of computation, not game theory, that fuels modern progress in coordination. Since AI happens to be digitally abstracted, it will enable a further revolution in coordination technology. Suppose we want to cooperate in order to avoid some kind of prisoner’s-dilemma-esque tragedy of the commons. A normal pattern here is to agree to cooperate optimistically, and also punish anyone who doesn’t cooperate.
Disentangling the properties of the Active Inference algorithm.
An initial reaction to AI alignment concerns.
How differential privacy can be used to help solve problems of overfitting in adaptive data analysis.
First post in a series on generalization in machine learning.

Working notes related to the use of a plenoptic camera for estimating depth within a scene.