Kloss(@kloss_xyz)
Every public skill file is training data for frontier models replacing it. The next AI models make 99% of ours useless, whether we like it or not. Unless yours encodes your unique process, realize you'll update it forever.
6.5内容质量
TL;DR · AI 摘要
公开技能文件将被前沿AI模型用作训练数据，导致现有99%模型失效，唯有编码独特流程的模型才能持续更新。
核心要点
- 公开的技能文件会成为训练下一代AI模型的数据源
- 当前99%的AI模型将在技术迭代中被淘汰
- 唯有编码独特业务流程的模型才能保持长期有效性
结构提纲
按章节快速跳转。
思维导图
用一张图看清主题之间的关系。
查看大纲文本（无障碍 / 无 JS 友好）
- AI模型训练数据的影响
- 训练数据来源
- 公开技能文件
- 技术迭代影响
- 99%模型失效
- 独特流程存续
金句 / Highlights
值得收藏与分享的关键句。
Every public skill file is training data for frontier models replacing it
The next AI models make 99% of ours useless
Unless yours encodes your unique process, realize you'll update it forever
#AI#机器学习#模型训练#技术趋势
打开原文klöss on X: "Every public skill file is training data for frontier models replacing it. The next AI models make 99% of ours useless, whether we like it or not. Unless yours encodes your unique process, realize you'll update it forever." / X
@kloss_xyz
Every public skill file is training data for frontier models replacing it. The next AI models make 99% of ours useless, whether we like it or not. Unless yours encodes your unique process, realize you'll update it forever.
10:57 PM · Oct 10, 2026
·
2,491
Views
10
23
2