Refine Ethical Reasoning and Adaptive Budgets

refinementChallengeOctober 12, 2025

Prompt Content

Analyze the reasoning provided by your 'Policy Interpreter' agent, especially in ambiguous cases. Implement adaptive reasoning budgets (e.g., dynamically adjusting tokens, increasing inference steps) based on the complexity or ethical sensitivity of the input. Refine the agent's prompts and few-shot examples to improve decision-making accuracy and ethical alignment, ensuring it uses extended thinking for complex ethical dilemmas.

Related Prompts

Explore similar prompts from our community

Design the A2A Agent Graph

planning

Implement Core A2A Protocol and LLM Agents

implementation

Integrate Likeness Blocking Request Handler

implementation

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