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The limits of the context window become much less important (but can still be a problem I agree) when crucial context can be dynamically inserted only when relevant.

Gpt-3.5 doesn't need the algorithm prompt for every single query. It just needs it for every query that requires arithmetic. Much more feasible.



It seems like most of the time, a calculator plugin would do a better job, though? When would it make sense to have it reason it out itself?


It wouldn't make sense for arithmetic, i agree. I was more thinking about other kinds of problems.




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