Single Agent Systems

topic on 1 show · 2 statements across 2 episodes

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2 statements about Single Agent Systems, every show

Davis: Multi-agent suits independent tasks, single-agent suits dependent pipelines
“So the first is, can you break the task into independent parts where they're not relying upon each other? So like, that's one abstraction away. Another one is, do you benefit from the chaos of having a multiple perspectives or different takes on a task that's …”
Dylan Davis Jul 5, 2025 ▶ 20:09 ⚡️Anthropic vs Cognition on Multi-Agents: A Breakdown with Dylan Davis
Neubig: Single Agents Adapt Better Than Rigid Multi-Agent Systems
“If you have a really, really good instruction following agent it will follow the instructions as long as things are working according to your plan, but let's say you need to deviate from your plan, you still have the flexibility to do this, and if you do expli…”
Graham Neubig Dec 25, 2024 ▶ 17:34 Best of 2024 in Agents (from #1 on SWE-Bench Full, Prof. Graham Neubig of OpenHands/AllHands)

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