
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. đź§µ https://t.co/ATrQcV0r74

Will scaling reasoning models like o1, o3 and R1 unlock superhuman reasoning?
I asked Gwern + former OpenAI/DeepMind researchers.
Warning: long post.
As we scale up training and inference compute for reasoning models, will they show:
A) Strong gene... See more

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 deepseek-... See more