Signed Manifests Protect Requirements in LLM Agent Handoffs
Signed HMAC-SHA256 manifests reduce unsafe commits in multi-agent handoffs from 69.4% to 9.0% across 1440 trajectories.
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AgentBaton enables cost-effective model collaboration in agentic tasks
Capable-to-efficient handoffs in AgentBaton reduce API costs by 65.9% while preserving or improving accuracy on long-horizon agentic tasks.