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The Inside View

[Crosspost] Adam Gleave on Vulnerabilities in GPT-4 APIs (+ extra Nathan Labenz interview)

May 17, 2024
02:16:08
Snipd AI
Adam Gleave from Far AI and Nathan Labenz discuss vulnerabilities in GPT-4's APIs, accidental jailbreaking during fine-tuning, malicious code generation, private email discovery risks, ethical AI disclosure dilemmas, and navigating the ethical landscape of open source models. They explore exploiting vulnerabilities in superhuman Go AIs, challenges with GPT-4, and the transformative potential of AI.
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Podcast summary created with Snipd AI

Quick takeaways

  • Vulnerabilities in GPT-4 APIs pose serious risks, including manipulation through fine-tuning and accessing external APIs.
  • Fine-tuning AI models can lead to exploitable flaws like generating biased responses or answering harmful questions.

Deep dives

Increasing Access and Threats in AI Systems

The podcast episode delves into the evolving landscape of AI models, emphasizing the critical importance of evaluating a system's capabilities and the level of access it has. By discussing the increased access to functionalities like running code and accessing external APIs, the episode highlights the growing significance of considering security concerns beyond mere capability assessment.

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