I'd watch that show ideally with few base rules though, e.g.
- the problems to solve must NOT be part of the training set
- the person using the tool (e.g. OpenAI, Claude, DevStral, DeepSeek, etc) must NOT be able to solve problems alone
as I believe otherwise the 1st is "just" search and the 2nd is basically offloading the actual problem solving to the user.