Handshake AI 年收入达 10 亿美元：前沿实验室在买什么数据
原标题：What Frontier Labs Buy: A Data Deep Dive with Handshake AI — Garrett Lord & Team
AI 摘要
Latent Space 播客深入访谈 AI 数据公司 Handshake，其 AI 训练业务在约一年内从上线做到 10 亿美元年化毛收入。节目展示了 Handshake 为前沿实验室构建的强化学习环境，涵盖金融（ATLAS-Finance 银行代理任务）、生命科学（VIALS 科学图像基准）和编码安全模拟，并讨论了实验室如何采购与评估专家数据、评分标准与专家判断的差距，以及代理在任务中暴露的推理与工具使用缺陷。
正文节选
This is our first Latent Space deep dive with an AI data company. In roughly a year, Handshake’s AI training business went from launch to $1 billion in gross annualized revenue. What are frontier labs buying at that scale? What evals are models still nowhere close to human level on? Garrett Lord brought the people who build these reinforcement learning environments to show us. For the first time, we are walking through them live! To cover the scope of Handshake, we had to produce a very special