Sam Altman issued an open letter to Tumbler Ridge after OpenAI failed to alert police about a user flagged by its own safety systems. The user later committed Canada's deadliest school shooting. This failure exposes a critical gap between internal AI monitoring and real-world intervention. Practitioners must now weigh automated detection against manual reporting protocols.