Adam Kaminski and Zeerak Baig break down the concept of Explainable AI and its critical role in making large language models trustworthy and transparent. Using the analogy of a GPS that hides your route, they explain why black-box AI is risky, and how XAI ensures AI can be safely and reliably applied in high-stakes fields like medicine and law.