TypeSafe AI 推出模型 Jev：让软件直接消费 AI 输出
TypeSafe AI's Diogo Almeida with a16z's Ben Horowitz and Martin Casado on Jev, the model built to li...
a16z 聊了个新模型 Jev，它不输出文本，而是给软件返回带置信度的选项，开发者能直接用来写自动化程序，跟 Claude Code 思路完全不同。
TypeSafe AI 创始人 Diogo Almeida 在 a16z 的 Ben Horowitz 和 Martin Casado 的访谈中介绍了模型 Jev。Diogo 认为当前 AI 只在聊天机器人和 coding agents 里落地，原因是现有模型生成文本供人阅读，软件无法直接消费这些输出。Jev 的做法是读取自然语言后返回一组选项及每个选项的置信度，让程序可以做概率化决策。Jev 与 Claude Code 和 Codex 的对比、以及“可靠 性优先于演示”的理念是访谈的主要话题。
TypeSafe AI's Diogo Almeida with a16z's Ben Horowitz and Martin Casado on Jev, the model built to li...
TypeSafe AI's Diogo Almeida with a16z's Ben Horowitz and Martin Casado on Jev, the model built to live inside software: Diogo's elevator pitch for Jev is a simple question - where is all the automation? AI is unbelievably smart, but outside of chatbots and coding agents, it hardly touches any real work. His diagnosis is the industry built models that generate text for humans to read, and software can't consume that output. Jev reads natural language and returns a choice from a set of options with a confidence level assigned to each, so developers can build programs that reason about intent and make probabilistic decisions rather than relying on human interpretation. TypeSafe's philosophy is "We build prod, not God." 0:50 "Where the f**k is all the automation?" 2:50 Jev vs. Claude Code and Codex 6:55 Jev is a classifier and classifiers are sick 7:40 Chat vs. code: is Jev a slider? 9:00 Diogo: From mathlete to Kaggle to OpenAI 12:20 "We build prod, not God" 15:55 Reliability over demos 16:55 2021 thoughts: RLHF is AGI? 20:45 Optimizing for the wrong use case 21:50 Is the real world too messy to automate? 25:00 Nobody expected the Jev launch 26:35 Three kinds of reliability 28:05 Good at syntax, bad at architecture 30:00 The inverse SaaSpocalypse 33:40 Why coding agents automate so little 36:05 Probabilistic programming returns 38:45 Jev as the UDP-to-TCP layer for AI 40:20 The 5 stages of grief for embedding AI 41:30 Utopia: AI that actually does what you mean YouTube: youtu.be/Ut3LOjKNJaE @CompleteSkeptic @typesafeai @bhorowitz @martin_casado Your browser does not support the video tag. 🔗 View on Twitter 💬 10 🔄 2 ❤️ 24 👀 7024 📊 12 ⚡
- elvis09-26 15:51原文
