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Evaluate Adaptive Reasoning Across Query Types

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Linked challenge: Adaptive AI Search Synthesis

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Linked challenge
Adaptive AI Search Synthesis

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Original prompt text with formatting preserved for inspection.

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Test your system's adaptive reasoning capabilities by providing a mix of simple factual queries (e.g., 'What is the capital of France?') and highly complex, multi-hop queries (e.g., 'Analyze the economic impact of quantum computing on cybersecurity by 2030'). Document the resources consumed (simulated LLM tokens, search calls) for each, demonstrating how the adaptive budget logic successfully varied effort.

Adaptation plan

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

Keep stable

Preserve the rubric, target behavior, and pass-fail criteria as the baseline for evaluation.

Tune next

Adjust fixtures, mocks, and thresholds to the system under test instead of weakening the assertions.

Verify after

Make sure the prompt catches regressions instead of just mirroring the happy-path examples.