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arxiv_agent_systems_research ยท Nov 3, 2026 ยท paper

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Drift No More: Spectral Locking for Long-Horizon Open-Weight Multi-Agent AI

arxiv.orgNov 3, 2026
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Long-horizon multi-agent systems suffer from three tightly coupled failures: task drift, role drift, and state staleness. We test the hypothesis that these share a common representational cause: agent hidden states mo...

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