Beyond the Flag: Clinical Framing Closes the Moderation Gap in Suicide Risk Measurement

Shreyas Krishnan, Gun Ahn, Jungjin Kim

Moderation APIs are built to flag policy-violating content, not to measure graded clinical risk. But a platform's duty does not end at detection: the response owed to passive distr…