Will the Microsoft AI Red Team Prevent AI from Going Rogue on … – Fagen wasanni
As the pursuit of Artificial General Intelligence (AGI) intensifies among AI companies, the possibility of AI systems going rogue on humans becomes a concern. Microsoft, recognizing this potential risk, has established the Microsoft AI Red Team to ensure the development of a safer AI.
The AI Red Team was formed by Microsoft in 2018 as AI systems became more prevalent. Comprised of interdisciplinary experts, the teams purpose is to think like attackers and identify failures in AI systems. By sharing their best practices, Microsoft aims to empower security teams to proactively hunt for vulnerabilities in AI systems and develop a defense-in-depth strategy.
While the AI Red Team may not have an immediate solution for rogue AI, its goal is to prevent malicious AI development. With the continual advancement of generative AI systems, capable of autonomous decision-making, the teams efforts will contribute to implementing safer AI practices.
The roadmap of the AI Red Team focuses on centering AI development around safety, security, and trustworthiness. However, they acknowledge the challenge posed by the probabilistic nature of AI and its tendency to explore different methods to solve problems.
Nevertheless, the AI Red Team is committed to handling such situations. Similar to traditional security approaches, addressing failures found through AI red teaming requires a defense-in-depth strategy. This includes the use of classifiers to identify potentially harmful content, employing metaprompt to guide behavior, and limiting conversational drift in conversational scenarios.
The likelihood of AI going rogue on humans increases if AGI is achieved. However, Microsoft and other tech companies should be prepared to deploy robust defenses by then.
With the Microsoft AI Red Teams efforts, the development of AI will not be carried out with malicious intent, striving for a future where AI is safer, secure, and trustworthy.
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Will the Microsoft AI Red Team Prevent AI from Going Rogue on ... - Fagen wasanni
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