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Using LLMs to Generate Fuzz Generators

LLMs seem surprisingly good at many things. So much so that not a week goes by without someone coming up with yet another use-case for this technology, often to solve tasks quickly that traditionally took a non-trivial amount of human work to complete.
Today’s example was Brendan Dolan-Gavitt’s remarkable experiment using Claude to generate a fuzzer for some GIF parsing code. The entire thread is worth a read if you’re curious; however, Brendan gives Claude the C code for the GIF parser and asks Claude to generate the Python implementation for a fuzzer to generate GIF-like input to fuzz the given GIF parser. ....

Brendan Dolan Gavitt , Thuan Pham , Carrie Bradshaw , Unknown Input , Claude Sonnet , Address Sanitizer , Undefined Behaviour Sanitizer , Promising Way , Grand Challenge ,

A New Trick Uses AI to Jailbreak AI Models—Including GPT-4

Adversarial algorithms can systematically probe large language models like OpenAI’s GPT-4 for weaknesses that can make them misbehave. ....

Brendan Dolan Gavitt , Eric Wong , York University , University Of Pennsylvania , Robust Intelligence , New York University , Artificial Intelligence ,

AI doomsayers blamed in OpenAI's undoing - Digital Journal

OpenAI has gone from ruling the world of artificial intelligence with ChatGPT to chaos, its chief executive ousted seemingly for advancing too fast and ....

San Francisco , United States , Rob Enderle , Vinod Khosla , Paul Barrett , Sam Altman , Gary Marcus , Brendan Dolan Gavitt , Elon Musk , Ryan Steelberg , Stern Center , York University , European Union , New York , Carolina Milanesi ,

AI Doomsayers Blamed In OpenAI's Undoing

OpenAI has gone from ruling the world of artificial intelligence with ChatGPT to chaos, its chief executive ousted seemingly for advancing too fast and too far with the risky technology. ....

San Francisco , United States , Ryan Steelberg , Brendan Dolan Gavitt , Vinod Khosla , Paul Barrett , Elon Musk , Gary Marcus , Sam Altman , Rob Enderle , Stern Center , European Union , York University , New York , Carolina Milanesi ,

AI doomsayers blamed in OpenAI's undoing

OpenAI has gone from ruling the world of artificial intelligence with ChatGPT to chaos, its chief executive ousted seemingly for advancing too fast and too far with the risky technology. We want stability here," said Ryan Steelberg, CEO of Veritone, a company that helps firms develop artificial intelligence. ....

United States , San Francisco , Gary Marcus , Brendan Dolan Gavitt , Rob Enderle , Elon Musk , Sam Altman , Paul Barrett , Ryan Steelberg , Vinod Khosla , Stern Center , European Union , York University , Whatsapp Channels , New York , Carolina Milanesi ,