Integrate OpenAI o3 for Numerical Analysis and Adaptive Budgeting

implementationChallengeNovember 5, 2025

Prompt Content

Simulate the integration of 'OpenAI o3' as a specialized tool for numerical analysis (e.g., calculating reaction kinetics from given data). Implement a mechanism where the main GPT-5 agent determines when to call this specialized tool. Additionally, design a simple adaptive reasoning budget function that, based on the complexity or type of query (e.g., 'calculate' vs. 'summarize'), adjusts the maximum tokens or processing steps allocated to the next GPT-5 inference.

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