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English(EN) Every time I opened a session, 12k tokens of rules loaded first. All of them. Org guards, publishing pipeline, typography standards, concurrency policy. Whether

AI 系统低效加载 12k token 规则，提出上下文感知解决方案

作者 PulseAugur 编辑部 · [1 个来源] ·

一位用户描述了一个低效的系统，该系统在每次会话时都会加载 12,000 个 token 的组织规则，包括内容发布和并发的规则。无论任务是什么，是起草内容还是调试查询，都会发生这种情况。用户提出了一个解决方案，即规则将根据用户当前活动的上下文动态调整。 AI

影响 强调了当前 AI 系统设计中潜在的低效率，并提出了上下文感知规则应用的改进建议。

排序理由 用户描述了一个低效的系统并提出了解决方案。

在 Mastodon — mastodon.social 阅读 →

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AI 系统低效加载 12k token 规则，提出上下文感知解决方案

本文如何被排名

Signal score
2 / 100
Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket
Commentary
用户描述了一个低效的系统并提出了解决方案。
Source corroboration
Single-source cluster
Only one publisher covered this so far. Single-source stories can still rank when the publisher is high-authority, but they lack cross-source corroboration.
Topics
infra, product
Editorial topic classification. Feeds into how the story surfaces on /topic/<slug> hub pages and into the per-entity coverage mix.
AI-industry relevance
High
Clearly on-topic for AI-industry coverage.
Story freshness
Breaking (< 6h)
Fresh story with cross-source coverage still developing. Ranking may shift as more sources report.

完整方法见我们的编辑标准。

报道来源 [1]

  1. Mastodon — mastodon.social TIER_1 English(EN) · praveenLavu ·

    每次我打开一个会话，12k个token的规则就会先加载。全部加载。组织守则、发布流程、排版标准、并发策略。无论

    Every time I opened a session, 12k tokens of rules loaded first. All of them. Org guards, publishing pipeline, typography standards, concurrency policy. Whether I was drafting a post or debugging a query. Most had nothing to do with what I was actually doing. What if the rules ju…

    链接 praveenlavu.com/…/rules-that-know-where-t…

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