"The Cognitive Revolution" | AI Builders, Researchers, and Live Player Analysis

Red Teaming o1 Part 1/2– Automated Jailbreaking with Haize Labs' Leonard Tang, Aidan Ewart, and Brian Huang


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In this Emergency Pod of The Cognitive Revolution, Nathan provides crucial insights into OpenAI's new o1 and o1-mini reasoning models. Featuring exclusive interviews with members of the o1 Red Team from Apollo Research and Haize Labs, we explore the models' capabilities, safety profile, and OpenAI's pre-release testing approach. Dive into the implications of these advanced AI systems, including their potential to match or exceed expert performance in many areas. Join us for an urgent and informative discussion on the latest developments in AI technology and their impact on the future.

  • o1 Safety Card
  • Haize Labs
  • Endless Jailbreaks with Bijection Learning: a Powerful, Scale-Agnostic Attack Method
  • Haize Labs Job board

  • Papers mentioned:

    • https://arxiv.org/pdf/2407.21792
    • https://far.ai/post/2024-07-robust-llm/paper.pdf

    • Apply to join over 400 Founders and Execs in the Turpentine Network: https://www.turpentinenetwork.co/


      SPONSORS:

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      RECOMMENDED PODCAST:

      This Won't Last.

      Eavesdrop on Keith Rabois, Kevin Ryan, Logan Bartlett, and Zach Weinberg's monthly backchannel. They unpack their hottest takes on the future of tech, business, venture, investing, and politics.

      Apple Podcasts: https://podcasts.apple.com/us/podcast/id1765665937

      Spotify: https://open.spotify.com/show/2HwSNeVLL1MXy0RjFPyOSz

      YouTube: https://www.youtube.com/@ThisWontLastpodcast


      CHAPTERS:

      (00:00:00) About the Show

      (00:00:22) About the Episode

      (00:05:03) Introduction and Haize Labs Overview

      (00:07:36) Universal Jailbreak Technique and Attacks

      (00:13:47) Automated vs Manual Red Teaming

      (00:17:15) Qualitative Assessment of Model Jailbreaking (Part 1)

      (00:19:38) Sponsors: Oracle | Brave

      (00:21:42) Qualitative Assessment of Model Jailbreaking (Part 2)

      (00:26:21) Context-Specific Safety Considerations

      (00:32:26) Model Capabilities and Safety Correlation (Part 1)

      (00:36:22) Sponsors: Omneky | Squad

      (00:37:48) Model Capabilities and Safety Correlation (Part 2)

      (00:44:42) Model Behavior and Defense Mechanisms

      (00:52:47) Challenges in Preventing Jailbreaks

      (00:56:24) Safety, Capabilities, and Model Scale

      (01:00:56) Model Classification and Preparedness

      (01:04:40) Concluding Thoughts on o1 and Future Work

      (01:05:54) Outro

      ...more
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      "The Cognitive Revolution" | AI Builders, Researchers, and Live Player AnalysisBy Erik Torenberg, Nathan Labenz

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