After much deliberation, the GCC project recently came up with a policy on the use of large language models for development of the compiler suite. It is somewhat restrictive, but still leaves room for LLMs in the development process. At the 2026 GNU Tools Cauldron, Jeff Law and Kyrill Tkachov discussed how these tools have been useful for them.