A growing crisis of confidence in artificial intelligence is raising serious child protection and safeguarding concerns, as failures in AI detection systems are increasingly allowing AI-generated content to go unchecked across legal, publishing, and digital environments, exposing children and vulnerable users to potential harm and undermining efforts to maintain safe online and institutional spaces.