Jev 创始人 140 分钟技术演讲：从 RLHF 到自主系统
Diogo Almeida 讲 RLHF 为何产生自信的错误、RLCD/RLVR 对比，以及 Choice→Score→Noul→Action 的可靠性设计。
Jev founder Diogo Almeida, formerly at OpenAI: “Claude Code and Codex are still assistance tools. Jev is what comes next beyond the human-in-the-loop era.” LLMs → Assistance → Jev → Autonomous Systems In this 140-minute technical talk, Diogo breaks down why RLHF is losing relevance and how Jev enables reliable autonomous decisions: 00:02:50 – What Jev really is 00:05:54 – Why RLHF produces confident mistakes 00:24:59 – RLCD vs RLHF and RLVR 00:39:55 – Building reliability, robustness, and determinism Choice → Score → Noul → Action Easily worth more than most $1,500 AI engineering courses. Bookmark it and watch today. Then read the complete guide to becoming a Jev engineer below ↓
这条是引用着另一条写的：「Jev 把路由打分验证做成决策层」