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

The Inside View

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Vulnerabilities in GPT-4 APIs and Malicious Code Generation

The chapter explores the specific vulnerabilities in GPT-4's APIs, discussing the implications of fine-tuning the model and the potential for automating harmful attacks. It delves into how even a small dataset can be used to manipulate models for biased responses, highlighting the challenges in controlling these behaviors. The conversation also touches on the risks posed by malicious code generation, emphasizing the competitive disadvantage and difficulty in detecting backdoors in model-generated code.

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