DACS achieves 90-98% steering accuracy in multi-agent LLM systems by agent-triggered asymmetric context scoping, versus 21-60% for flat-context baselines across 200 trials.
Sanjay Kariyappa and G
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Dynamic Attentional Context Scoping: Agent-Triggered Focus Sessions for Isolated Per-Agent Steering in Multi-Agent LLM Orchestration
DACS achieves 90-98% steering accuracy in multi-agent LLM systems by agent-triggered asymmetric context scoping, versus 21-60% for flat-context baselines across 200 trials.