#validation


AI Changed the Exposure Problem. Validation Needs to Change With It.

Sep 14, 2026 // 15:00

There’s a lot of noise around AI and cybersecurity right now. What’s actually important is far simpler, if often lost in the hubbub. Vulnerability discovery […]

How Pentera Turns AI Security Workflows into Validation Engines

Jul 14, 2026 // 14:37

AI security agents are starting to influence real security decisions. They summarize findings, prioritize remediation, recommend next steps, and help teams move faster. But most […]

Adversarial Exposure Validation Turns Security Visibility into Confident Prioritization

Jun 17, 2026 // 15:01

For security teams, the findings never stop, but confidence in knowing which ones matter is becoming harder to maintain. The problem is no longer visibility. […]

73 Seconds to Breach, 24 Hours to Patch: The Case for Autonomous Validation

May 13, 2026 // 15:36

By Sila Ozeren Hacioglu, Security Research Engineer at Picus Security. In April 2026, Anthropic released its newest frontier model, codename Mythos, to twelve partners under […]

OpenAI Launches Daybreak for AI-Powered Vulnerability Detection and Patch Validation

May 12, 2026 // 10:18

OpenAI has launched Daybreak, a new cybersecurity initiative that brings together frontier artificial intelligence (AI) model capabilities and Codex Security to help organizations identify and […]

Webinar: How to Automate Exposure Validation to Match the Speed of AI Attacks

Apr 29, 2026 // 15:22

In February 2026, researchers uncovered a shift that completely changed the game: threat actors are now using custom AI setups to automate attacks directly into […]

Deterministic + Agentic AI: The Architecture Exposure Validation Requires

Apr 15, 2026 // 14:30

Few technologies have moved from experimentation to boardroom mandate as quickly as AI. Across industries, leadership teams have embraced its broader potential, and boards, investors, and […]