Results for “multivariate”

Orchestrates three frontier models to debate a question and synthesizes their best insights into a single superior answer.

Benchmarks language model agents on the C2C multi-agent negotiation task, reporting win rate across starting positions.

Progressively refines context retrieval in multi-agent workflows to solve the subagent context problem.

Design multi-agent systems with context isolation, supervisor or swarm coordination, explicit handoffs, parallel execution, and decision frameworks for when multiple agents are justified.