Articles
Methodology & Comparison
- Why Choose Consensus? The Scientific Foundation of Multi-LLM Annotation
Discover why consensus-based approaches outperform single-model methods in cell type annotation accuracy, reliability, and uncertainty quantification.
- Consensus vs Single-Agent: A Comprehensive Methodology Comparison
In-depth analysis comparing multi-LLM consensus frameworks with single-agent systems for cell type annotation, covering accuracy, reliability, and practical applications.