Anthropic 的产品负责人亲自聊怎么防止被 AI 带偏,还讲了他们内部做模型和评估的方法,很实用。
Anthropic 研究产品负责人 Dianne Penn 在访谈中讨论了如何避免过度依赖 AI(AI brainrot)。她于 2023 年加入 Anthropic,作为首位技术 PM,参与了从 Claude 2 到 Mythos 每个模型的发布。访谈涵盖 Anthropic 早期发展、模型评估(evals)作为新 PRD、前沿模型安全保障以及如何成为顶尖 AI 研究员。她还分享了个人使用 Claude 的经验及保持人类思维价值的方法。
How @AnthropicAI's Head of Product for AI research avoids AI brainrot
How @AnthropicAI 's Head of Product for AI research avoids AI brainrot Your browser does not support the video tag. 🔗 View on Twitter Lenny Rachitsky @lennysan Dianne Penn is Head of Product for Research and Labs at @AnthropicAI . She joined in 2023 as their first technical PM (when there were just five product engineers) and has helped ship every Claude model from Claude 2 to Mythos. We discuss: 02:31 Early Anthropic 08:55 The two biggest inflections 13:50 Inside the exponential 20:02 Token maxing 23:30 Anthropic Labs and the incubation model 27:30 How the AI research role works 31:35 How to become a top AI researcher 35:18 Frontier model safeguards 39:38 Hiring in the AI era 44:16 Building evals 47:48 Evals are the new PRDs 49:55 The importance of hands-on leadership 52:46 Finding joy in AI 58:10 How Dianne uses Claude 01:01:05 Avoiding overreliance on AI 01:03:50 The constitution that makes Claude better 01:07:11 AI writing and verification 01:11:40 Where human brains will continue to be valuable 01:14:10 Navigating AI with kids 01:16:26 Alignment, the future of the PM role, and burnout 01:21:54 Lightning round and final thoughts Your browser does not support the video tag. 🔗 View on Twitter 🔗 View Quoted Tweet 💬 4 🔄 1 ❤️ 9 👀 4397 📊 5 ⚡