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Evaluation Scenario Design

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Linked challenge: AI Startup Investment Intelligence with OpenAI o3 & CrewAI

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Linked challenge
AI Startup Investment Intelligence with OpenAI o3 & CrewAI

Prompt source

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Create two distinct hypothetical scenarios (one positive, one negative) for an AI startup, including mock news, social media, and financial data. Explain how these scenarios would test the system's ability to accurately recommend investment actions and justify its reasoning, including A2A interactions and adaptive budget usage.

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.