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Enforcing Trust Accountability

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Enforcing Trust Accountability with Backward Propagation

arXiv:2606.08851v1 Announce Type: new Abstract: Trust and reputation management underpins reliable interactions in distributed networks, yet existing trust models rely solely on forward propagation of interaction-based trust signals. They lack robust mechanisms to enforce accountability for the propagated trust signals when negative interactions occur. In addition, such models often fail to initialize newly joined nodes with sparse interaction history, leading to the cold-start problem.

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Agent Operating Systems (AOS): Integrating Agentic Control Planes into, and Beyond, Traditional Operating Systems

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After losing my daughter, I learned where the immigration crisis really begins

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The fake police scam stealing millions from Australia's Chinese community

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Detective arrested after allegedly pulling gun on fellow officer for microwaving fish at police station

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Americans lost nearly $900 million to AI-generated scams last year. It will likely only get worse

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