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Reverse engineering binary software remains largely unsolved, with leading AI models only achieving a mere 31.5% success rate on complex tasks.
Antiproof uncovers hundreds of previously unknown vulnerabilities, including critical zero-days that could compromise LLM training and inference systems.
Prismata cuts attack success rates dramatically while ensuring web agents can still perform their intended tasks without developer input.
Leaking user queries through disk access patterns in sensitive ANN search? Onyx flips the script on prior work to achieve up to 9.9x cost reduction and 12.3x latency improvement.
