This is an interesting and balanced view. Also nice to see that local inference is really getting closer. This is mostly a UI problem now.

Fascinating research about side-channel attacks. Learned a lot about them and website fingerprinting here. Also interesting the explanations of how the use of machine learning models can actually get in the way of proper understanding of the side-channel really used by an attack which can prevent developing actually useful counter-measures.

Looks like a nice way to improve handling of merge conflicts. I'll test this one out.