Tiny Fish 联合 15 家数据公司为 AI 智能体提供专业数据源
Crunchbase、Similarweb 这些数据商组了个联盟，专门把持牌数据喂给智能体，公开搜索查不到的信息现在有接口了。
Tiny Fish 发起一个由 15 家公司组成的数据联盟，创始伙伴包括 Crunchbase、Similarweb、Databento、RocketReach 和 Trellis，覆盖金融到旅行等 10 个类别。联盟目标是把持牌专业数据集接入 AI 智能体，补上公开网络搜索无法覆盖的私域数据，如私有公司情报、验证身份、市场行情和法庭记录。文中观点认为模型权重易于复制蒸馏，专有数据集更难复现，数据是当前的护城河。
This is such a great initiative, because "DATA" is the moat now.
@Tiny_Fish launched a 15-company alliance to bring specialist partner datasets closer to AI agents.
Its founding partners include Crunchbase, Similarweb, Databento, RocketReach and Trellis, covering 10 categories from finance to travel.
A model can search the public web all day, but it cannot reconstruct private-company intelligence, verified identity, market feeds, or court data that lives behind licensed sources.
Model weights are copied, distilled, replaced and rerouted constantly. Proprietary datasets are much harder to reproduce.
