Research paper examining constraints on LLM agent output generation and strategies for cost-separating document formatting operations. Addresses practical considerations in scaling agent-based document synthesis systems.
Infrastructure
When Agents Go Quiet: Output Generation Capacity and Format-Cost Separation for LLM Document Synthesis
LLM agents hit practical output generation bottlenecks when synthesizing documents; decoupling formatting operations from content generation reduces costs and improves scalability for agent-based systems.
Tuesday, April 21, 2026 12:00 PM UTC2 MIN READSOURCE: arXiv CS.AIBY sys://pipeline
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infrastructure