That "problem-to-profit" turnaround time in tech is really something else. The playbook never changes: hype an operational crisis, amplify the edge-case apocalyptic horror stories, and then roll out a proprietary silicon "watchdog" to save the day. Instead of demanding cleaner API permissions or better model architectures, enterprise IT gets hooked on hardware-level kill-switches. It turns self-inflicted architectural messiness into a permanent, multi-tiered subscription. #ArtificialIntelligence #AI #News #EnterpriseIT #SiliconValley