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APort Vault: Human Attackers Beat AI Payment Agents 74.6% of the Time — Deterministic Layer Drops Rate to Zero

First large-scale empirical proof that frontier AI payment agents are systematically defeatable via social engineering — and that a deterministic authorization spec eliminates the problem entirely. Directly applicable as agentic AI hits financial use cases at scale. Source: https://arxiv.org/abs/26…

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  1. 2026-09-21 15:56 · r/ArtificialInteligence
    APort Vault: Human Attackers Beat AI Payment Agents 74.6% of the Time — Deterministic Layer Drops Rate to Zero

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