Expired50% confidenceReleaseExact time
After the Hermes update, background agents are triggered automatically, and the system will automatically spawn sub-agents as long as the prompt is sufficiently complex.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/12/2026
First Seen
Valid until: 10/10/2026(expired)
Sources
Related Claims
UnverifiedMulti-agent systems introduce new complexity: each context transfer between agents consumes additional tokens, and errors are amplified in a cascading fashion across the agent chain.69% similarUnverifiedIn multi-agent scenarios, each invocation of each agent is billed independently, and context information passed between agents is counted repeatedly.68% similarUnverifiedThe GPA mechanism can not only modify Skills but can also modify the system prompt in return, giving Hermes the capability of self-restructuring.67% similarUnverifiedIn a multi-agent system, each sub-agent can connect to a different base large model, leveraging their respective strengths.66% similarUnverifiedUltra mode enables Soul to automatically decompose complex tasks, launch sub-agents for parallel processing, and aggregate outputs, training agentic orchestration capabilities into the model itself.65% similar
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