The velocity of software exploitation has outgrown human triage timelines. When automated reasoning tools can systematically discover unpatched race conditions and generate working exploits in under an hour, defensive patching cycles measured in weeks become unacceptable vulnerabilities.

Modern digital immune systems now synthesize surgical source diffs, mathematically verify them against regression suites, and quarantine untrusted network traffic autonomously.