Scientific research is fundamental to advancing civilization and helping people globally to solve the most critical problems, from medicine to materials, from brain science to physics, and much beyond. This is only possible when scientists have access to the best tools of the time to conduct scientific research, including having access to AI-based tools.
I did post a few weeks ago that from the feel of models it seems gpt 5.5 is very close to optimum and opus felt far. This meant it had more space to learn, meaning quite easily the architecture design of Anthropic can surpass current architecture of gpt 5.5. They did it it seems.