English(EN) Every AI prompt has a cost, and many teams hit their usage limit without knowing why. For example, uploading a single PDF can burn 50,000 to 90,000 tokens befor

AI提示的token成本可能出奇地高，甚至在输入之前

作者 PulseAugur 编辑部 · [1 个来源] · 2026-07-23 18:19

许多团队没有意识到AI提示相关的显著token成本，导致他们意外地达到使用限制。例如，仅上传一个PDF就会消耗数万个token，而用户甚至还没有输入任何内容。Kalamuna的Crispin Bailey解释了这些token是如何被利用的，以帮助用户最大限度地利用他们的AI使用。 AI

影响理解token成本对于优化AI工具使用和管理开支至关重要。

排序理由文章讨论了AI token成本和使用情况，并提供了建议，但不是主要发布或重要的行业事件。

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Mastodon — mastodon.social TIER_1 English(EN) · Kalamuna · 2026-07-23 18:19

Every AI prompt has a cost, and many teams hit their usage limit without knowing why. For example, uploading a single PDF can burn 50,000 to 90,000 tokens befor

Every AI prompt has a cost, and many teams hit their usage limit without knowing why. For example, uploading a single PDF can burn 50,000 to 90,000 tokens before you've even typed a word. Crispin Bailey, our Senior Director of Design & AI, traces where your tokens go, so you can …

链接 kalamuna.com/…/where-did-all-my-tokens-go

报道来源 [1]

Every AI prompt has a cost, and many teams hit their usage limit without knowing why. For example, uploading a single PDF can burn 50,000 to 90,000 tokens befor

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