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Integrate Cleanlab for Bias Detection

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Linked challenge: Responsible AI for Music: Agentic Generation & Discovery

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Linked challenge
Responsible AI for Music: Agentic Generation & Discovery

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Develop the 'Ethical Auditor' agent. This agent will receive the generated music (or its metadata/features) and utilize `Cleanlab` to analyze for potential biases (e.g., genre over-representation, cultural insensitivity). Detail how Cleanlab will be integrated and what metrics it will produce.

Adaptation plan

Keep the source stable, then change the prompt in a predictable order so the next run is easier to evaluate.

Keep stable

Hold the task contract and output shape stable so generated implementations remain comparable.

Tune next

Update libraries, interfaces, and environment assumptions to match the stack you actually run.

Verify after

Test failure handling, edge cases, and any code paths that depend on hidden context or secrets.