Miracle Owolabi
AI security researcher. I study how agentic AI systems fail under adversarial conditions. OWASP AI Exchange author. DEF CON 33 & Black Hat MEA speaker. Writing Controlled Agency.
| Platform |  | Pricing | Only free issues | Publishes | Weekly |
|---|---|---|---|---|---|
| Issues | 18 | Founded | 5 months ago | Last Issue | 8 days ago |
| Active | |||||
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arksher.substack.comLatest Issues
CONTROLLED AGENCY | Issue 17: Can You Prove Your Log Wasn’t Edited?
A founder said something to me recently that stuck. We were talking about his platform’s guardrails, the usual pitch, and partway through he stopped and said his own documentation overstates what the product actually guarantees. Then he tol...
CONTROLLED AGENCY | Issue 16: Authority You Can Argue With Isn't Authority
Here’s a scenario I keep turning over. A finance agent has read access to a payroll database, scoped, reviewed, and signed off by whoever owns least privilege in that org. One day, in the middle of an otherwise ordinary task, it reasons its...
CONTROLLED AGENCY | Issue 15: The Competence Illusion
A senior fraud analyst retires. She’d been doing this for eleven years. She could look at a transaction and feel that something was wrong before she could say why, the kind of judgment that only comes from having been burned by enough false...
CONTROLLED AGENCY| Issue 14: The Future of AI Defense Isn’t Preventing Compromise. It’s Surviving It.
There’s a line I keep hearing from people I genuinely respect, and I’ve come to think it’s half right in a way that quietly costs us the most important idea in AI security. It comes up in Slack threads, on conference panels, in the hallway...
CONTROLLED AGENCY | Issue13: What I Got Wrong About AI Security in My First Year of Red-Teaming
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The thing that became my research started as a thing that annoyed me.
But let me start before that. My first real encounter with AI security wasn’t research, it was a presentation. I’d been asked to help a room decide whethe...
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The writers behind this newsletter.
AI security researcher. I study how agentic AI systems fail under adversarial conditions. OWASP AI Exchange author. DEF CON 33 & Black Hat MEA speaker. Writing Controlled Agency.
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