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Adaptive Thinking Budget for Claude Opus 4.1
Linked challenge: Productivity Agent for Enterprise Knowledge Worker
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Explain how you will implement adaptive thinking for your agents, especially the 'Report Summarizer'. How will the agent determine when to allocate more 'thinking budget' (e.g., more detailed prompt, multiple Claude Opus 4.1 calls) for complex data synthesis versus a quick summary for simpler data points? Provide a conceptual design.