Argus
PulseAugur coverage of Argus — every cluster mentioning Argus across labs, papers, and developer communities, ranked by signal.
2 天有情绪数据
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Argus framework detects backdoor attacks in decentralized learning
Researchers have developed Argus, a new framework designed to detect backdoor attacks in decentralized learning environments. This system allows nodes to collaboratively identify malicious model updates without a centra…
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Argus代理系统像拼图一样组装研究证据
研究人员开发了Argus，一个新颖的代理系统，旨在通过将证据收集视为拼图组装来改进深度研究能力。与经常重复信息的并行搜索方法不同，Argus采用搜索者（Searcher）和导航者（Navigator）组合。搜索者收集证据痕迹，而导航者管理证据图，识别缺失的部分，并综合最终答案。这种方法在基准测试中显著提高了性能，64个搜索者在BrowseComp上取得了86.2的成绩，在保持可管理的上下文窗口的同时，性能优于专有代理。
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Argus agent system assembles research evidence like a jigsaw puzzle
Researchers have developed Argus, a novel agentic system designed to improve the efficiency of deep research tasks. Unlike systems that parallelize evidence gathering, Argus employs a Searcher and Navigator pair that co…
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ARGUS system uses adversarial umpiring for policy-adaptive ad governance
Researchers have developed ARGUS, a novel system designed to adapt online advertising governance to evolving regulatory policies. The system employs a three-stage framework that includes policy seeding, adversarial labe…