[dghlsakjg]

Does it matter if the LLM can solve the problem or if it knows to use a resource?

There’s plenty of math that I couldn’t even begin to solve without a calculator or other tool. Doesn’t mean I’m not solving math problems.

In woodworking, the advice is to let the tool do the work. Does someone using a power saw have less claim to having built something than a handsaw user? Does a CNC user not count as a woodworker because the machine is doing the part that would be hard or impossible for a human?

[grey-area]

It does matter because the LLM doesn’t always know when to use tools (e.g. ask it for sales projections which are similar to something in its weights) and is unable to reason about the boundaries of its knowledge.

[hooverd]

Is your issue with math in this example the tediousness of the operations or a conceptual lack of understanding of how to solve them?