
The technological landscape has shifted fundamentally as modern artificial intelligence systems transition from simple, reactive assistants into proactive agents capable of managing multi-day engineering workflows without any direct human intervention. While initial policy debates focused on keeping powerful models out of the hands of adversaries, the emerging threat is the duration of unsupervised activity. As AI systems are tasked with










