Integrate GPT-5 for Generative Ad Content & Extended Thinking

implementationChallengeNovember 11, 2025

Prompt Content

Integrate GPT-5 into the 'Copywriter Agent' and 'Visual Concept Artist Agent' to generate creative text and visual descriptions. Implement a mechanism for 'extended thinking' where, after an initial generation, GPT-5 critically reviews its own output against RAG-retrieved criteria and proposes refinements. How will you manage an 'adaptive reasoning budget' for these refinement steps?

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