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#false positives
Why a SOC Career Guide Matters in a World Built on Alert Noise
A June 2026 guide on entering security operations with no prior experience reflects a simple reality: organizations still need people who can turn raw alerts into decisions.
Facial Recognition After the Fact: Italy’s New AI Rules Test the Limits of Biometric Power
A new AI decree on after-the-fact face matching for security purposes may look narrow on paper, but it raises a wider question: when does an investigative tool become a biometric surveillance system?
AI Finds the Bugs - But the Real Battle Is Who Can Fix Them First
Anthropic’s Project Glasswing is expanding into critical infrastructure, and that turns vulnerability discovery into a throughput problem for defenders.
When AI Finds More Bugs Than Humans Can Fix
A new wave of AI-assisted vulnerability hunting is widening its reach into critical infrastructure, but the bigger security question is whether remediation can keep up.
When Network Alerts Stop Behaving Like Static
Network Detection and Response is still fighting its old reputation for noisy alerts, but agentic AI is now being used by some teams to spot threats sooner, move through triage faster, and cut down false positives.
Why the Real SAST Story Is Not a Ranking, but a Pipeline Decision
Static analysis matters most when it is wired into everyday development, where code can be checked before compilation or release instead of after a vulnerability ships.
The Quiet Gatekeepers of Code: Why SAST Still Matters Before Release Day
A 2026 SAST tools roundup points to a bigger reality in AppSec: the best scanner is the one that fits the codebase, pipeline, and review process.
One Vulnerability, Big Arguments: What the Curl AI Test Really Revealed
A single confirmed flaw in a heavily scrutinized codebase became a test case for how AI-assisted security research is measured, verified, and misunderstood.
Unmasking the Real Threat: Why AI-Powered Vulnerability Discovery Could Sink Unprepared Security Teams
As Anthropic’s Mythos turbocharges vulnerability detection, most organizations are dangerously behind on turning findings into fixes.
AI Hype or Hope? Companies Bet Big on Machine Defenses, But Where Are the Results?
Despite heavy investment in AI-powered cybersecurity, many organizations are still waiting for tangible improvements in digital defense.
When the Shield Backfires: Microsoft’s Anti-Phishing Meltdown Locks Out Legitimate Emails
A software glitch in Microsoft’s email defenses left thousands of users without access to critical messages and sowed confusion across the digital workplace.
No More Crying Wolf: ZAST.AI’s $6M Bet to End False Alarms in Code Security
A Seattle startup claims it can finally silence the “false positive” epidemic plaguing security teams worldwide.