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Karina· @karinanguyen · X·· 2026-07-04AI 评分41
AI 导读

后训练的定价应越来越多地基于实际价值,而非仅仅依据构建模型所需的努力。一种自然的架构是:先收取前期费用以创建能力,再根据模型执行的有用工作收取使用费。这能更好地对齐激励机制:客户为可衡量的生产力付费,而模型构建者则因提升能力、可靠性和规模化部署而获得回报。

正文 · 原文

Post-training should increasingly be priced on realized value, not simply on the effort required to build the model. A natural structure is an upfront fee to create the capability, followed by usage-based pricing tied to the useful work the model performs. This better aligns incentives: customers pay for measurable productivity, while model builders are rewarded for improving capability, reliability, and deployment at scale.

来源:Karina · x.com