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a16z Podcast
Securing the Black Box: OpenAI, Anthropic, and GDM Discuss
May 6, 2024
Security leaders from OpenAI, Anthropic, and Google DeepMind discuss the impact of large language models on security, including offense and defense strategies, prompt engineering, and misuse by nation-state actors. They explore how LLMs transform security dynamics and the challenges faced in the changing security landscape.
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Quick takeaways
- Organizations must prioritize security controls for new AI tech like large language models to handle data origin and model misuse effectively.
- CISO roles have evolved with AI expansion, emphasizing collaboration with experts, implementing defense strategies against nation-state threats, and scaling responsibly.
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The Importance of Security Controls in AI and Large Language Models
Ensuring security controls are in place is vital before advancing with new AI technologies like large language models. Organizations must consider the origin and handling of their data, especially with the widespread adoption of language models internally. Models trained on RGB values can detect imperceptible anomalies in images, highlighting the need for stringent security measures.
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