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

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

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

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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.

(00:16:45) 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

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