When AI systems detect violent intent but private companies decide whether it’s “imminent enough” to alert authorities, we are operating inside a regulatory void.

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A Canadian school shooting tragedy raises urgent questions about AI governance after OpenAI's systems flagged the perpetrator's violent ideation months before the attack but did not notify law enforcement. The core issue is not OpenAI's specific decision, but the regulatory vacuum that leaves private companies as sole arbiters of when AI-detected risk warrants escalation to authorities. Without transparent, cross-platform standards developed collaboratively with law enforcement, privacy advocates, and civil liberties groups, whether a dangerous digital trail gets reported depends entirely on which AI platform a person uses. The author argues that defining 'imminent harm' thresholds is a public responsibility, not a product feature, and warns against both under-reporting and surveillance overreach.

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