Poisoned Wells and Pure Springs: Drawing Security and Compromise from the Same AI Source
2026 SANS AI Survey Insights
New SANS research reveals that security teams adopted AI faster than they can govern it, and adversaries adopted it just as fast.
AI is no longer a pilot project in the SOC, it's the default toolset. This new SANS survey of 536 practitioners and 57 CISOs finds that security teams have adopted AI faster than they can govern it.
Active AI use in cybersecurity strategy jumped from 50% to 78% in a single year, the largest move this survey has recorded. But deployment outran the governance, validation, and workforce readiness needed to support it, and adversaries closed the gap just as quickly.
78% of organizations already report confirmed or suspected AI-enabled attacks. 63% of practitioners report significant AI shortcomings in threat detection and response, up from 45% the year before. 50% of leaders believe they have a formal AI risk program; only 36% of practitioners agree. The mandate to govern AI expanded. The infrastructure to do it did not.
This report unpacks:
- Why deployment depth, not adoption, is the real measure of AI maturity, and why most organizations are still shallow.
- How the trust gap replaced the integration gap as security teams' top AI challenge.
- Where AI is already an offensive weapon, and which defenses are actually holding it back.
- Why governance responsibility is growing faster than governance capability, and what closes that gap.
- What separates leadership's view of AI risk from what practitioners experience on the ground.
Get the full data set, year-over-year trends, and expert analysis from SANS instructors on where enterprise AI security stands in 2026, and what to fix before the gap widens further.
Download the report
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