视频:别让 LLM 做每个决策,交给 Jev
演示把「是否相关、该谁执行、要不要重试、工具调用是否安全」改成 Jev 的 pick/score/概率型输出。
STOP USING AN LLM TO MAKE EVERY DECISION. That’s the hidden tax inside most AI agents. “Is this relevant?” “Which worker should act?” “Should I retry?” “Is this tool call safe?” None of these require another paragraph of AI-generated text. Jev turns those decisions into typed outputs: pick, score, or yes/no probability. LLM generates. Jev decides. Code executes. The interesting part isn’t that Jev is cheaper. It’s that you can finally separate thinking from deciding inside an agent. The next generation of agents may not need more intelligence. They may just need to stop wasting expensive intelligence on questions that were never asking for text.
这条是引用着另一条写的:x.com/bober_smart/status/2103581364134256863