Introduction: When AI Says It’s True But Isn’t Artificial intelligence has made interacting with machines feel increasingly natural. Yet a growing tension remains: AI systems can produce convincing but false information—what researchers and ethicists label as hallucinations. These misinformed outputs aren’t mere quirks; they can shape opinions, influence decisions, and even mislead people about real-world…