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What we need are LLMs that can use the tools for mathematics (and other disciplines) that already exist and to write and execute new programs to hopefully solve
by cmpalmer52 3y ago
What we need are LLMs that can use the tools for mathematics (and other disciplines) that already exist and to write and execute new programs to hopefully solve novel problems, or at least to be able to glue the existing tools together with shells.
- fnordpiglet 3y agoWell, this project can use LLMs do decide routes to take then delegates to a path finding algorithm. That’s why it’s interesting IMO. There are increasing number of things that do that. But I would note the LLMs don’t have to use the tools - a new tool can use the LLM, and be the coordinator between tasks to solve. A lot of the challenges folks are struggling with is making a LLM reliably invoke APIs and stuff. I suspect doing that lobotomizes the LLMs just as guard rails and safety does. Better, IMO, is to manage the LLM in an extrinsic framework like this.