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Methodology & Comparison

Why Choose Consensus? The Scientific Foundation of Multi-LLM Annotation

Overview of the consensus-based approach to cell type annotation, including its scientific basis, methodology, and trade-offs.

Consensus vs Single-Agent: A Methodology Comparison

Comparison of multi-LLM consensus and single-agent approaches for cell type annotation, covering architecture, trade-offs, and practical considerations.