Knowledge recall alone cannot validate practical competence. This interactive session pitches three directions for performance-based assessment: AI-powered conversational tools for scalable formative practice, immersive VR and AR with real-time AI marking for high-stakes scenarios, and collaborative assessment within AI world models. After short pitches, attendees rotate through roundtable discussions with each presenter. Come ready to challenge, question, and shape the future of practical assessment.