I strongly recommend everyone watch this talk by Jev

Shared a talk by Jev founder Diogo Almeida arguing that automation, not RLHF, was the original target for the model.
The original post, translated
I strongly recommend everyone watch this talk by Jev founder Diogo Almeida. Everything about Jev, he predicted long ago in this video. Jev was aimed at automation from the very beginning. Diogo Almeida believes that current LLMs have fallen into an epic major detour, which is RLHF. RLHF
Show the original post in its source language ▾
强烈建议大家去看一下 Jev 创始人 Diogo Almeida 的这个演讲,关于 Jev 的一切,他在这个视频中早就预言。 Jev 一开始就是盯着自动化去的,Diogo Almeida 认为现在的 LLM 陷入了一个史诗级大弯路,就是 RLHF。 RLHF
The post above is a machine translation from zh; the untranslated text is in the fold-out.
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Filed under general Jev builds. In the pattern Jev is built for, the model answers a bounded question per step — and ordinary code acts on the answer, because the answer is already a value rather than a paragraph. Browse the full case library for the work it sits next to.
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Last updated: 2026-09-22 · sources & corrections · every card links to its author's original post