Jev founder's 37-minute talk: after LLMs comes autonomous systems
Diogo Almeida explains why RLHF is becoming obsolete, how Jev claims to be 220x faster, 410x cheaper and hallucination-free, and lays out a Train, Verify, Execute, Improve process.
Jev founder Diogo Almeida, formerly at OpenAI: “The next era won’t belong to Claude Code or Codex They’re still part of the assistance era, where a human remains in the loop JEV is the next step for LLMs 220x faster, 410x cheaper, zero hallucinations, and no human in the loop” LLMs → Assistance → JEV → Autonomous Systems In this 37-minute technical talk, Diogo breaks down why RLHF is becoming obsolete and how the next generation of LLMs will be built Train → Verify → Execute → Improve This talk is worth more than a $200,000 Stanford Machine Learning degree Bookmark it and watch it tonight Then read the article below
This post quotes another post: “Jev turns routing, scoring and verification into a decision layer”