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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Listen on Spotify: https://open.spotify.com/show/6YQZkKHN7EP2yWedAvSxBC?si=18377c69a2804333
Listen on Apple: https://podcasts.apple.com/ca/podcast/autopilot-with-will-summerlin/id1738163836LINKS:
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.
(00:16:45) 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]
