Unverified50% confidenceCautionExact time
As the number of categories grows and boundaries become more subtle, a pure prompt-based approach will quickly hit a ceiling, exhibiting problems such as modifications affecting the entire system, difficulty with regression testing, and costs rising linearly with call volume.
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Long-term
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9/17/2026
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