[elyase]

This is similar to the tool call (fixed code & dynamic params) vs code generation (dynamic code & dynamic params) discussion: tools offer contrains and save tokens, code gives you flexibility. Some papers suggest that generating code is often superior and this will likely become even more true as language models improve

[1] https://huggingface.co/papers/2402.01030

[2] https://huggingface.co/papers/2401.00812

[3] https://huggingface.co/papers/2411.01747

I am working on a model that goes a step beyond and even makes the distinction between thinking and code execution unnecessary (it is all computation in the end), unfortunately no link to share yet