Teens are using AI for guidance, not just grades.Emotional reliance on AI is already emerging.Usage is outpacing safeguards.Design choices will shape developmental impact.Governance — not access — is the real risk lever.Experts are increasingly observing a behavioral shift among teenagers: they are turning to artificial intelligence not just for task...
AI Isn’t the Risk in Mental Health — Poor Governance Is
This article focuses on:• Mental health• Harmful guidance risk• Conversational responsibility• Crisis mismanagement• Governance gapsA recent report highlighted researchers’ concerns that AI chatbots deployed in mental health contexts can provide harmful or inappropriate guidance. The warning centers on the risk of users turning to conversational systems for emotional support, coping...
Why Ontology Is Not the Only Guardrail for AI — And What Actually Keeps AI Humans on Track
A recent article in VentureBeat claimed that “ontology is the real guardrail” for controlling AI systems and preventing agents from misunderstanding their tasks. The argument is tidy, appealing, and technically useful in narrow enterprise applications.It is also incomplete — and in many use cases, flatly incorrect.Ontology can help coordinate business...