Research

Dissecting the ax-llm CVEs: Why Edge AI Memory and Execution Boundaries Matter

When the security community talks about AI security, the conversation almost always lands on prompt injection,...

Why One AI Pentest Run Isn't Enough

October 23, 2026
Est Read Time: 7 min
Today's powerful AI and large language model services are non-deterministic. An identical input into the same AI system...
Thought Leadership Artificial Intelligence

Dissecting the ax-llm CVEs: Why Edge AI Memory and Execution Boundaries Matter

October 20, 2026
Est Read Time: 48 min
When the security community talks about AI security, the conversation almost always lands on prompt injection,...
Research

The Token Tax: Why AI Pentesting Gets Expensive Fast

October 16, 2026
Est Read Time: 4 min
Given unlimited access to advanced AI models, unlimited time, and an unlimited budget to pay for the tokens those...
Thought Leadership Artificial Intelligence

No Plan Survives First Contact: Scoping the AI-Delivered Pentest

October 6, 2026
Est Read Time: 3 min
Carefully defining and subsequently adhering to an approved scope is arguably the most important qualitative aspect of...
Thought Leadership Artificial Intelligence

AI FUD: We've Seen This Movie Before

October 1, 2026
Est Read Time: 3 min
Every generation believes they're the first to face a technology capable of unraveling civilization. We are not.
Thought Leadership Artificial Intelligence

Manual vs. Automated Penetration Testing: Which Should You Choose?

September 29, 2026
Est Read Time: 7 min
Penetration testing is no longer a nice-to-have. With cybersecurity incidents occurring every single day, impacting...
Thought Leadership

Automated, Agentic, Autonomous: The AI Pentesting Vocabulary Problem

September 24, 2026
Est Read Time: 5 min
As global penetration testing undergoes its biggest transformation since the invention of PTaaS, offensive security...
Artificial Intelligence

Case Study: How a Bracket Bypassed a Denylist and Exposed a Database Password

September 17, 2026
Est Read Time: 4 min
Introduction AI features are being bolted onto admin panels faster than security teams can review them....
Cobalt Core

From Internet Exposure to Operational Disruption: A Red Team View of Connected Infrastructure

September 17, 2026
Est Read Time: 9 min
When people think about a cyberattack on water infrastructure, they often imagine the most dramatic outcome: a...
Cobalt Core
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