Articles tagged "threat detection"

Tech Tutorials

AI Safety Failures: What Tumbler Ridge Reveals About Content Moderation

The Tumbler Ridge tragedy revealed OpenAI flagged concerning ChatGPT activity 7 months before the shooting. This analysis explores what went wrong with AI content moderation systems, why warnings weren't acted upon, and what needs to change to prevent future failures.

14 min read | Feb 22, 2026

VPN & Privacy

DOJ Epstein PDF Flagged on VirusTotal: What It Means for Your Privacy

When a DOJ-released Epstein document triggered suspicious behavior alerts on VirusTotal despite zero antivirus detections, the cybersecurity community dug deeper. This analysis explores what behavioral flags really mean, how PDFs can hide threats, and practical steps to protect your privacy when handling sensitive documents.

12 min read | Feb 16, 2026

Cybersecurity

AI in Cybersecurity: Beyond Turd Polishing in 2026

Security professionals are calling out AI implementations as 'turd polishing'—faster, shinier versions of the same old problems. We dive into what's missing, what actually works, and how to build defenses that make attackers bleed time and money.

11 min read | Feb 14, 2026