Access Control

How to design access controls, prompt/output logging, and retention rules for AI systems so governance remains practical, auditable, and proportional to risk.

An employee privately tells a colleague that she plans to resign. Weeks later, she asks her AI assistant to draft an email to her manager about her future goals. The assistant searches her previous conversations, retrieves the resignation discussion, and helpfully writes that her priority is preparing for a smooth transition because she has accepted another role. ...

TL;DR for operators Tools are where agent security stops being philosophical. Once an AI agent can read files, call APIs, inspect environment variables, launch commands, or connect to a database, the business question is no longer “is the model aligned?” It is “what exactly can this process touch when it is confused, manipulated, or supplied with a malicious tool?” ...