Can Deep Research automate the work of research assistants? I compared OpenAI and Google Deep Research for assistance with an upcoming project. In the process, I realized what Deep Research is great at, where it fails, and why commentators have such diverging views on it. 🧵 https://t.co/ATrQcV0r74

something obviously true to me that nobody believes: 90% of frontier ai research is already on arxiv, x, or company blog posts. q* is just STaR search is just GoT/MCTS continuous learning is clever graph retrieval +1 oom efficiency gains in... See more

# A new type of information theory this paper is not super well-known but has changed my opinion of how deep learning works more than almost anything else it says that we should measure the amount of information available in some representation based on how *extractable* it is, given finite... See more