3 lessons from frontier AI vulnerability research

In this article 1. Shift 1. From frontier capability to scale 2. Shift 2. From token consumption to reasoning economics 3. Shift 3. Validation and remediation as a continuous learning loop 4. Transferring security research to help open source projects 5. Open-source vulnerability reporting snapsh...

Agentic Discovery and Validation of Android App Vulnerabilities

Existing Android vulnerability detection tools overwhelm teams with thousands of low-signal warnings yet uncover few true positives. Analysts spend days triaging these results, creating a bottleneck in the security pipeline. Meanwhile, genuinely exploitable vulnerabilities often slip through,...