AI is evolving faster than the regulations designed to govern it and faster than most research professionals can evaluate it. This interactive plenary panel pairs the people building AI with the people deciding whether to trust it. From real-world use cases and live metrics to navigating bias, federal policy shifts, and knowing when AI is and isn't the right tool, this session gives you a practical framework for making informed decisions. Come ready to participate. Live polling, audience Q&A, and open discussion will drive the conversation.