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We hacked Gemini's Python sandbox and leaked its source code (at least some)
Back to Vegas, and This Time, We Brought Home the MVH Award ! In 2024 we released the blog post We Hacked Google A.I. for $50,000, where we traveled in 2023 to Las Vegas with Joseph "rez0" Thacker, Justin "Rhynorater" Gardner, and myself, Roni "Lupin" Carta, on a hacking journey that spanned from Las Vegas, Tokyo to France, all in pursuit of Gemini vulnerabilities during Google's LLM bugSWAT event.
In practice, this means that as the model reasons through a problem, creating a transparent trail of thought that helps it plan, track, and adjust its actions, it simultaneously interacts with external sources to gather additional data when needed. By integrating both internal reasoning and external knowledge, ReAct offers a flexible and general framework that excels across a variety of tasks, ranging from question answering and fact verification to text-based games and web navigation. With the help of the Google Security Team, we tested this idea and observed that, depending on factors like the generation seed and temperature (all the usual probabilistic LLM nuances), we could occasionally access what appeared to be a more privileged sandbox.
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