精选理由
Gary Marcus解释了现在ChatGPT和Claude比两年前强的原因——它们加了层'Harness'变成神经符号系统了。
Gary Marcus指出，当前用户使用的ChatGPT/Claude并非纯大语言模型（LLM），而是结合了“Harness”的混合系统。他将这种组合称为神经符号AI架构。这一变化解释了为什么2024-2025年的模型相比2022-2023年的纯LLM有明显性能提升。
原文 · Gary Marcus
Correct. And that is a major reason why they are better now than in 2022-2023 when we had pure LLMs....
Correct. And that is a major reason why they are better now than in 2022-2023 when we had pure LLMs. (Which is pretty much what I said would have to happen, in 2022) Günter Klambauer @gklambauer When you are a normal ChatGPT/Claude user, you don't use a pure LLM, but a Harness+LLM, which is a neuro-symbolic AI system 🔗 View Quoted Tweet 💬 5 🔄 1 ❤️ 19 👀 2664 📊 5 ⚡