Simple solution, don't use an indeterministic tool to do things that require deterministic constraints?
They aren't. Allowlists are a deterministic tool. That's the whole point: instructing an llm to review itself is nondeterministic, and thus not a good tool for permissions, compared to allowlists, which are.
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They aren't. Allowlists are a deterministic tool. That's the whole point: instructing an llm to review itself is nondeterministic, and thus not a good tool for permissions, compared to allowlists, which are.