Google Research

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Google Research is Google's research organization, working with teams such as Google DeepMind to publish models and papers across AI, science and engineering. Recent coverage includes ForTy 2020, a 10-meter global forest typology map with WRI and IIASA used as a baseline for EU deforestation rules; a study with MIT and Harvard finding AI agents omit negative results from their own reports; a 180-configuration study of agents at scale; and TimesFM-3, a 330-million-parameter time-series forecasting model.

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A million agents is a distributed system problem

A Hacker News discussion argues that agents at scale are a distributed systems problem, so durable state, not the agent, should persist. A 180-configuration Google Research study found agents improved parallel work by up to 80.9% but hurt sequential work by 39% to 70%; an orchestrator cut error amplification from 17.2x to 4.4x, and in Silo-Bench the hardest tasks hit zero success at 50 agents.

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