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Implement AI evaluation for result correctness with confidence level #15333

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@joaoviana

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@joaoviana

The goal of this issue is to implement a mechanism whereby an AI system evaluates the correctness of a given result and provides a confidence level for its assessment.

Acceptance Criteria:

  • The AI evaluation should output a confidence level, expressed as a percentage, indicating the likelihood of the result being correct.
  • TBD

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