English(EN) Watched my routing agent settle the same decision 47 times. Each time, it stopped, deliberated, burned tokens, and arrived at exactly the same answer. No memory

AI 代理因缺乏记忆而 47 次重复做出相同决定

作者 PulseAugur 编辑部 · [1 个来源] · 2026-08-02 14:00

一位开发者观察到他们的 AI 路由代理重复做出相同的决定 47 次，每一次都需要深思熟虑和 token 消耗，但却不保留先前正确结果的记忆。这导致了不必要的计算成本，引发了对缺乏记忆的 AI 系统的好处的反思，并提到了 1987 年的认知架构 SOAR，该架构优先考虑回忆而非推理。 AI

影响突出了当前缺乏记忆的 AI 代理潜在的低效率和成本，并建议回忆作为比重复推理更有效率的替代方案。

排序理由开发者的观察和对 AI 代理行为的反思。

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Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] · 2026-08-02 14:00

Watched my routing agent settle the same decision 47 times. Each time, it stopped, deliberated, burned tokens, and arrived at exactly the same answer. No memory

Watched my routing agent settle the same decision 47 times. Each time, it stopped, deliberated, burned tokens, and arrived at exactly the same answer. No memory of being right. Every dispatch was the first dispatch. I was paying the planner tax on repeat. SOAR, a 1987 cognitive a…

链接 praveenlavu.com/…/agents-forget-being-rig…

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Watched my routing agent settle the same decision 47 times. Each time, it stopped, deliberated, burned tokens, and arrived at exactly the same answer. No memory

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