数据生产不是标注工厂
数据生产更像知识生产：它需要任务设计、专家判断、反馈闭环和长期记忆。
Thoughts
Timestamped fragments on evaluation, data work, agents, organizations, and language.
An AI-native organization is not a team with more tools
The deeper change is in memory, coordination, delegation, and review.