Exploitable by Default: Vulnerabilities in GPT-4 APIs and “Superhuman” Go AIs with Adam Gleave of Far.ai

In this episode, Nathan sits down with Adam Gleave, founder of Far AI, for a masterclass on AI exploitability. They dissect Adam's findings on vulnerabilities in GPT-4's fine-tuning and Assistant PIs, Far AI's work exposing exploitable flaws in "superhuman" Go AIs through innovative adversarial strategies, accidental jailbreaking by naive developers during fine-tuning, and more. Try the Brave search API for free for up to 2000 queries per month at https://brave.com/api

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LINKS: Far AI: https://far.ai/author/adam-gleave/

X/SOCIAL: @labenz (Nathan) @ARGleave (Adam) @FARAIResearch (Far.AI)

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The Brave search API can be used to assemble a data set to train your AI models and help with retrieval augmentation at the time of inference. All while remaining affordable with developer first pricing, integrating the Brave search API into your workflow translates to more ethical data sourcing and more human representative data sets. Try the Brave search API for free for up to 2000 queries per month at https://brave.com/api

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TIMESTAMPS: (00:00:00) Episode Preview (00:01:25) The alarming reality of AI exploits: from accidental jailbreaking to malicious attacks. (00:16:45) The Assistants API: a new frontier for AI exploitation. (00:41:54) The ethical dilemma of AI security research and disclosure. (00:51:36) Exploring AI vulnerabilities: a deep dive into GPT-4's exploits. (00:51:47) The challenge of AI robustness and the 'Accidental Jailbreaking' phenomenon. (00:52:39) Navigating the Assistants API: security risks and malicious exploits. (00:53:27) The robustness tax: balancing AI safety with performance. (01:07:42) Unveiling flaws in superhuman Go-playing AIs: a gray-box investigation. (01:36:50) Empirical scaling laws for adversarial robustness: a future focus. (01:41:53) Closing remarks and opportunities at FAR AI

The Cognitive Revolution is produced by Turpentine: a media network covering technology, business, and culture. Producer: Vivian Meng Editor: Graham Bessellieu For sponsor or guest inquiries, email: [email protected]

Release date

Lydbog: 27. marts 2024