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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)

SPONSORS:
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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..
(00:41:54) The ethical dilemma of AI security research and disclosure.
(00:51:36) 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