6 citations · 6 across the 4 of their papers we have counts for
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cs.MA2026
Language Model Teams as Distributed Systems
Elizabeth Mieczkowski, Katherine M. Collins, Ilia Sucholutsky +2
Large language models (LLMs) are growing increasingly capable, prompting recent interest in LLM teams. Yet, despite increased deployment of LLM teams at scale, we lack a principled…
cs.MA2025
Predicting Multi-Agent Specialization via Task Parallelizability
Elizabeth Mieczkowski, Ruaridh Mon-Williams, Neil Bramley +3
When should we encourage specialization in multi-agent systems versus train generalists that perform the entire task independently? We propose that specialization largely depends o…