AI Gets a Second Opinion: Semi-Automatic Delegation System for LLMs
research#llm🏛️ Official|Analyzed: Feb 17, 2026 22:45•
Published: Feb 17, 2026 18:04
•1 min read
•Zenn OpenAIAnalysis
This article details an innovative system where an AI, specifically Claude Code, consults another LLM, GPT, for a second opinion when making decisions. The semi-automatic delegation system utilizes a multi-round deliberation protocol, fostering more robust and reliable conclusions. This approach represents a significant step towards more trustworthy and comprehensive AI decision-making.
Key Takeaways
- •The system allows AI agents to seek second opinions from other LLMs to mitigate biases and improve decision quality.
- •The semi-automatic delegation process includes a deliberation protocol for resolving conflicting opinions.
- •The article provides a detailed comparison between a simple Bash-based approach and a more sophisticated MCP server-based system.
Reference / Citation
View Original"This article is written with the aim that 'AI reads and reflects on the actions of AI'."