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Haize Labs is using algorithms to jailbreak leading AI models

Jun 20, 2024 - venturebeat.com
Haize Labs, a startup founded by Harvard graduates Leonard Tang, Richard Liu, and Steve Li, has developed a suite of algorithms designed to identify vulnerabilities in large language models (LLMs) like those used by OpenAI and Anthropic. The company, which launched in June 2024, uses these algorithms to "jailbreak" AI models, prompting them to violate their built-in safeguards and produce harmful or controversial content. The goal is to help AI companies identify and fix these vulnerabilities before they can be exploited.

The startup already counts Anthropic among its clients and has been covered in The Washington Post. Its founders believe that their work is essential to ensuring the safety and reliability of AI systems, and they plan to continue offering their services to AI model providers and application layer companies. They also offer a free, selective beta of their "haizing suite" to those interested in adopting AI safely and responsibly.

Key takeaways:

  • Haize Labs, a startup founded by Leonard Tang, Richard Liu, and Steve Li, aims to commercialize jailbreaking of Large Language Models (LLMs) to identify security and alignment flaws in AI systems.
  • The company uses a suite of algorithms to probe LLMs for weaknesses, and has already jailbroken dozens of models across various modalities such as text, audio, code, video, image, and web.
  • Haize Labs has already attracted clients such as Anthropic, and offers its services to AI model providers and application layer businesses, providing both services and SaaS solutions.
  • The founders of Haize Labs believe that their work is essential for ensuring the safety and reliability of AI systems, and aim to prevent the production of harmful or controversial outputs by AI models.
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