Cybersecurity

Do you still trust your servers to old tracing tools? You just lost... 

AI malware sneaks right past user space. It makes no sound. You wait for SIEM alerts. You are already dead. Today polymorphic machine speed threats do not wait for your dashboards to update.

Let me tell you a crazy story. Google just stopped a massive cyberattack. Hackers used an AI model to write a zero day exploit for a Python web admin tool. They bypassed two factor authentication easily. How did Google catch them? The AI hallucinated. It literally stamped a fake CVSS vulnerability score right into the attack script. Real...

By Ricardo Amaro
February 20, 2026

Why $20 IoT Devices Are About to Get Dangerously Smart

Ever tried cramming a 1-gigabyte AI runtime onto a $20 security camera? It is a spectacular way to instantly crash your hardware and kill your deployment timeline. For years, hardware engineers and data scientists have been trapped in a deeply frustrating compromise: either build "dumb" edge devices that rely on slow, expensive cloud APIs, or force heavily bloated software onto critically constrained hardware.

The enterprise AI market is expanding at a staggering 30% compound annual growth rate, rapidly...