Detecting and Containing Runaway Agent Loops
Frontier models burn through tokens faster in loops, and most teams can't stop them once they start.
Diego Lindqvist
Section
3 stories in Features.
Frontier models burn through tokens faster in loops, and most teams can't stop them once they start.
Autonomous agents reading untrusted content face a production-scale prompt injection problem.
Automated safeguards stop runaway agents before they drain accounts or damage reputation.