Imagine asking your AI assistant for advice on brewing gin at home or planning a wild camping trip. Sounds harmless, right? But what if those seemingly innocent activities have legal implications you're completely unaware of? Recent research reveals a concerning gap in how Large Language Models (LLMs), the brains behind popular AI assistants, handle legal nuances. While some LLMs flatly refuse to answer legally sensitive questions, others offer advice without mentioning potential legal consequences. This poses a real risk, especially for users who place their trust in AI's recommendations without questioning the legal ramifications. To address this, researchers have developed a clever prompt engineering approach. By carefully crafting prompts, they've found a way to encourage LLMs to flag potential legal issues related to their advice. Think of it as adding a 'legal awareness' filter to the AI's responses. However, even with this improvement, LLMs often fall short. They might vaguely warn you that 'home distillation may be prohibited' but stop there, offering no concrete legal guidance. That's where knowledge graphs come into play. Researchers propose a framework that links LLMs to a vast legal knowledge base. This allows the AI to not only identify legal issues but also provide specific citations to relevant laws, empowering users with the knowledge to make informed decisions. Instead of a vague warning, you might see a pop-up referencing a specific section of the Finance Act explaining why home distilling gin requires a license. This research is a crucial step toward making AI assistants more responsible and trustworthy. It's a reminder that while AI can be incredibly helpful, it's essential to approach its advice with a healthy dose of legal awareness. The next stage of this research involves enhancing legal knowledge graphs and refining the framework to offer even more personalized and accurate legal guidance based on location and specific circumstances. This means future AI assistants might automatically tailor their advice based on where you are, providing legally sound recommendations you can confidently rely on.