Adaptive Budget & Hybrid Reasoning Testing

testingChallengeOctober 7, 2025

Prompt Content

Develop a mechanism to dynamically adjust Gemini 2.5 Pro's thinking budget (e.g., max tokens, number of steps in chain-of-thought) based on the initial risk assessment from the OpenAI o3 screening. Test the system with the provided sample input. Document how the adaptive budget influences the depth of analysis and the final risk score. Identify edge cases where the hybrid reasoning might struggle.

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