Research & KnowledgeEvent: September 6, 2026
Expel notes that AI models become constrained by context when codebases are too large and complex for non-vulnerability researchers to find bugs with AI.
Published
Signal category
Research & Knowledge
Quote
“We now return to the mean. Codebases are too secure for a non vulnerability researcher to find bugs with AI, since all the AI models become constrained by context.”
— Marcus Hutchins|Expel team
Company
Expel
The leader in agentic MDR.
- Industry
- Computer and Network Security
- Location
- Herndon, US
- Company size
- 473 employees
Expel is the leading agentic MDR provider. Our solutions use AI to improve the speed and accuracy of our human expertise. Expel MDR works with the tools you already have, providing coverage across critical attack surfaces such as cloud, identity, email, SIEM, SaaS, and on-prem environments, out in the open, alongside you. No black boxes. No rip-and-replace. Just clearer decisions, faster action, and security operations that get stronger over time.
Founded 2016