LLMs are mostly used in conjunction with tools that let them send and receive information. This information is conveyed through tokens. So without actually creating a given tool, we can see what tools LLMs would reach for to solve problems. And I wonder what they would choose to use? Most cases will be obvious, but will LMs come up with neat ideas we wouldn't have thought of? Can we use this to figure out what tools are worth making?
If you are inspired by this idea, you can reach out to the authors for collaboration or cite it:
@misc{holtzman-what-kind-of-2026,
author = {Holtzman, Ari},
title = {What kind of tools do LLMs think will solve problems?},
year = {2026},
url = {https://hypogenic.ai/ideahub/idea/Vac2GMCndpTUltMhTiL5}
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