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Rohan Paul· @rohanpaul_ai · X·· 2026-09-02AI 评分51
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Fable 5.1 的缓存读取成本比 Fable 5 低 75%,随着负载越偏智能体化,节省越大,一项组件的降价可带来整个工作负载约 45% 的成本下降。作者转发分析称,智能体反复回访相同的上下文、计划、工具输出与工作状态,因此更便宜的缓存读取大幅降低持续推理的开销;企业现在面临的经济问题是智能体能持续工作多久才在财务上合理。

正文 · 原文

Given Fable 5.1 is out, now OpenAI Astra should drop anytime.

"There's always this kind of funny game between the frontier model companies. They always have more advanced checkpoints."

- Gavin Baker

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From "a16z" YouTube channel, (full video link in comment)

引用Rohan Paul@rohanpaul_ai
Cache reads with Fable 5.1 cost 75% less than Fable 5’s So the savings get larger as the workload becomes more agentic. Agents constantly revisit the same context, plans, tool outputs, and working state, so cheaper cache reads make persistent reasoning dramatically less expensive; that’s how a 75% cut in one component can become ~45% off the entire workload. The economic question in many enterprises are now “How long can an agent keep working before the job stops making financial sense?” So this curve need to keep falling.
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来源:Rohan Paul · x.com