System for minimizing repetition in intelligent virtual assistant conversations

This system monitors conversations between a user and a virtual assistant. It specifically checks the assistant's confidence in understanding the user's previous statements. If the assistant's confidence falls below a set level, that part of the conversation is flagged as a misunderstanding for later improvement, which can help reduce repetitive interactions.

Why it matters: Filed before widespread generative AI. LLMs make confidence-based evaluation crucial.

Status: ExpiredProtection ended and was never renewed
How hard to build: SpecializedSoftware logic, virtual assistant, AI, confidence scoring

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