1Password's AI patching benchmark is misleading
Summary
Trail of Bits argues that 1Password's AI patching benchmark headline is misleading due to sample bias, prompts that steer the fixes, and testing limitations. The post shares real-world patch data, introduces agent skills for post-patch validation and review walkthrough, and calls for more robust, verifiable patching benchmarks for defenders.