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A comment on Optimizing Tool Selection for LLM Workflows with Differentiable Programming.

Re:Optimizing Tool Selection for LLM Workflows with Differen... by apsears on Saturday July 05, 2025 @10:17PM (#44477265)
I have been thinking a lot about tool selection lately, and something that I keep repeating to myself is: "the LLM has intuition, but I have data".

I guess that applies when you're not able to fine-tune the LLM you're using. Presumably Anthropic has a lot of data too.

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Re:Optimizing Tool Selection for LLM Workflows with Differen... by viksit on Sunday July 06, 2025 @12:16AM (#44477802)
+1 - the biggest issue is not being able to fine tune the llm to learn the specifics of how to make a tool call better over time, which an approach like this can bring to the table.
[ Parent | on HN ]