On the other hand, there also seem to be some properties that AI struggles with, even with explicit instructions. Last week a client and I tried to get Claude to generate a good liveness or action property instead of a standard obvious invariant, and it just couldn't. Training data issue? Something in the innate complexity of liveness? It's not clear yet. These properties are even more "subtle" than most invariants, so maybe that's it.
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This was the first of many trips I would take with him over the next several years, which always included an impromptu stop to the inner canal of airport operations, the place where Munoz said the real work was done, where he would pull up a folding chair for an unscripted listening session
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