Safety has moved into deployment
Recent warnings from AI leaders have revived a debate about whether capability development is moving faster than safeguards. Regardless of the forecast, a practical fact remains: models now interact with real systems.
What teams can control
Use least privilege, sandboxing, approval gates, monitoring, budgets and rollback. Treat external content as data, not instructions, and test prompt injection before release.
A useful mindset
The goal is not to make automation impossible. It is to make low-risk work fast, high-risk work reviewable and failures recoverable.