A tech company, Aptori, based in San Francisco, revealed on April 26, 2026, that they have enhanced their Runtime-Driven Validation Platform, enabling semantic-aware AI agents to replicate genuine cyber attacks for verifying vulnerabilities effectively. This upgrade signifies a crucial shift in cybersecurity, turning theoretical vulnerabilities into substantiated problems.