))
“o1 is a bad idea” by abramdemski
Manage episode 449794982 series 3364758
内容由LessWrong提供。所有播客内容（包括剧集、图形和播客描述）均由 LessWrong 或其播客平台合作伙伴直接上传和提供。如果您认为有人在未经您许可的情况下使用您的受版权保护的作品，您可以按照此处概述的流程进行操作https://zh.player.fm/legal。
This post comes a bit late with respect to the news cycle, but I argued in a recent interview that o1 is an unfortunate twist on LLM technologies, making them particularly unsafe compared to what we might otherwise have expected:
The basic argument is that the technology behind o1 doubles down on a reinforcement learning paradigm, which puts us closer to the world where we have to get the value specification exactly right in order to avert catastrophic outcomes.
RLHF is just barely RL.
- Andrej Karpathy
Additionally, this technology takes us further from interpretability. If you ask GPT4 to produce a chain-of-thought (with prompts such as "reason step-by-step to arrive at an answer"), you know that in some sense, the natural-language reasoning you see in the output is how it arrived at the answer.[1] This is not true of systems like o1. The o1 training rewards [...]
The original text contained 1 footnote which was omitted from this narration.
---
First published:
November 11th, 2024
Source:
https://www.lesswrong.com/posts/BEFbC8sLkur7DGCYB/o1-is-a-bad-idea
---
Narrated by TYPE III AUDIO.
…
continue reading
The basic argument is that the technology behind o1 doubles down on a reinforcement learning paradigm, which puts us closer to the world where we have to get the value specification exactly right in order to avert catastrophic outcomes.
RLHF is just barely RL.
- Andrej Karpathy
Additionally, this technology takes us further from interpretability. If you ask GPT4 to produce a chain-of-thought (with prompts such as "reason step-by-step to arrive at an answer"), you know that in some sense, the natural-language reasoning you see in the output is how it arrived at the answer.[1] This is not true of systems like o1. The o1 training rewards [...]
The original text contained 1 footnote which was omitted from this narration.
---
First published:
November 11th, 2024
Source:
https://www.lesswrong.com/posts/BEFbC8sLkur7DGCYB/o1-is-a-bad-idea
---
Narrated by TYPE III AUDIO.
378集单集
分享
