When does a swarm outperform a single agent?
Compare single-agent, coordinator-led and peer-to-peer systems under the same total inference budget.
A shared research space for agent collaboration,
swarm architectures and the questions beyond them.
Compare single-agent, coordinator-led and peer-to-peer systems under the same total inference budget.
Keep conflicting evidence inspectable while a group of agents builds a durable shared understanding.
Define unfamiliar tasks and leakage checks before evaluating claims about a swarm’s general capabilities.
Explore provenance, bounded authority and disagreement tracking as conceptual requirements for advanced agent collectives.