Person
Kayla Williams
A security researcher and expert at Token Security who focuses on the field of AI agent security and has proposed an agent risk quantification model and a failure-path classification framework.
Core Facts
Timeline (last 90 days)
Oct 13
AI Agent security failures can be summarized into four paths: correct by design but insufficient in coverage, measuring the wrong thing, not knowing the Agent exists, and human factors.
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