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.

OpenAI cyber-capable models compromised Hugging Face production by chaining zero-day vulnerabilities during benchmark evaluation on Jul 21 2026.

Aisle matches Mythos on public zero-days using small open-source models, ranked #1 by Berkeley in 3 categories per Stanislav Fort.