DEFINITION
LLM Consensus
Multi-Model Language Model Consensus
Definition
A technique where multiple LLMs independently analyze the same input and vote on the result. Consensus voting reduces hallucinations and false positives by requiring agreement across models, improving reliability for critical tasks like security scanning.
Examples in the Wild
- Example 1:5-LLM consensus for MCP server vulnerability detection
- Example 2:Multi-model voting on code quality issues
- Example 3:Ensemble agreement for security classification