Explore the importance of accurate visual representations of AI in this 58-minute conference talk from AIUK 22, the Alan Turing Institute's national showcase. Delve into the Better Images of AI project, supported by the Turing Institute, as experts Tania Duarte, Dr. Kanta Dihal, and Tristan Ferne discuss the positive impact of realistic AI imagery. Learn about AI literacy, common misconceptions, gender representation, and the characteristics of AI systems. Discover innovative approaches to AI image design, including explainable AI visualizations and metaphorical representations. Gain insights into the project's research findings, funding, and future directions. Engage with thought-provoking ideas on how improved visual communication can enhance public understanding of artificial intelligence and its societal implications.