Implementation Phase: DSPy-Optimized Argument Generation with GPT-5

implementationChallengeNovember 15, 2025

Prompt Content

Using DSPy, create a module for your 'LLM Advocate' agent to generate persuasive arguments defending the LLM-centric path to AGI. Optimize the prompt for GPT-5 to ensure it produces comprehensive, nuanced, and well-structured arguments. Provide the DSPy program and a sample output for a specific argument point (e.g., 'emergent reasoning from scale'). Do the same for the 'World Model Proponent' agent.

Usage Tips

Copy the prompt and paste it into your preferred AI tool (Claude, ChatGPT, Gemini)

Customize placeholder values with your specific requirements and context

For best results, provide clear examples and test different variations