Ian Goodfellow noted that Stanislav Fort's AISLE lab found over 500 zero-days with CVEs across 100+ codebases in its first year, equaling roughly 1% of 2026 open-source CVEs globally while outperforming on projects like curl.

According to @StockMKTNewz, Anthropic has introduced Claude Code Security, a new tool currently in limited research preview. This tool is designed to scan codebases for vulnerabilities and provide targeted software patch suggestions for human review. This innovation aims to enhance code security and streamline the patching process, potentially impacting software development efficiency and reliability.