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Geopolitical Impact Analysis and Debate

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Linked challenge: Geo-Economic Impact Analysis with LlamaIndex & Langroid Agents

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Linked challenge
Geo-Economic Impact Analysis with LlamaIndex & Langroid Agents

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Set up your 'Geopolitical Analyst' agent to assess the international relations impact. Design a multi-agent debate mechanism where the 'Geopolitical Analyst' and 'Economic Forecaster' present their findings, challenge assumptions, and collaboratively refine their impact assessments. Implement adaptive thinking budgets to guide deeper research when disagreements arise.

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.