The review debate has entered 🦋. Let me re-propose my favorite idea so far: We reduce everything to a single point of entry with rolling review that only checks for scientific correctness (like TMLR). Once a paper is published there, you can apply for it to be presented at an upcoming conference.

A statistical approach to model evaluations A research paper from Anthropic on how to apply statistics to improve language model evaluations

Great to see Anthropic highlighting the importance of uncertainty quantification (UQ) in AI.

Having spent my PhD and postdoc developing scalable UQ methods for real-world, high-dimensional problems, I’m currently on the academic job market—feel free to reach out!