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Policy Formulation and Adaptive Budgeting

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Linked challenge: Responsible AI Mental Health Impact Assessment

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Linked challenge
Responsible AI Mental Health Impact Assessment

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Based on the generated impact assessment report, instruct your CrewAI team to formulate concrete policy recommendations. Ensure the agents utilize adaptive thinking budgets to dedicate deeper analysis to critical ethical dilemmas. The output should be the 'policy_recommendations' as structured in the 'PolicyRecommendationGeneration' task, including justification and agents involved.

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.