Writing / AI × Security

Writing

AI × Security

Field notes and studies from the edge where AI agents meet security work: what I tested, what held, and what I'd check next.

3 pieces

AI × Security

The Model That Says Yes

I ran a refusal-reduced model on a spare laptop. It held more than I expected, reasoned less than I hoped.

· 7 min read

AI × Security

Capital One’s VulnHunter: From Source Code to Live Attack

One AI security tool, one controlled target. What the tool carried, what I had to supply, and what a person still had to check.

· 8 min read

AI × Security

Declared, Not Wired

A safeguard can exist in the design and still be missing from the route that acts. One test made that gap visible.

· 4 min read