I think you might be conflating AISLE’s toy experiments with tiny models vs our actual zero-day detection performance on some of the most hardened codebases out there (e.g. curl, FreeBSD, OpenSSL). On publicly available zero-day discovery evidence, AISLE matches and sometimes even surpasses Mythos. I compiled some of the CVE-level evidence here: https://stanislavfort.substack.com/p/mythos-at-home-and-its-called-aisle
I think you might be conflating AISLE’s toy experiments with tiny models vs our actual zero-day detection performance on some of the most hardened codebases out there (e.g. curl, FreeBSD, OpenSSL). On publicly available zero-day discovery evidence, AISLE matches and sometimes even surpasses Mythos. I compiled some of the CVE-level evidence here: https://stanislavfort.substack.com/p/mythos-at-home-and-its-called-aisle