The recent developments in the field of sensory perception and tactile interaction are significantly advancing the integration of human-computer interaction, media art, and artificial intelligence. Researchers are increasingly focusing on the role of sensory perception as a universal language that bridges diverse disciplines, fostering innovative interactive experiences. This trend is particularly evident in the design of AI systems, where sensory feedback plays a crucial role in shaping user experiences and enhancing the functionality of interactive technologies. Notably, advancements in photometric stereo reconstruction methods for camera-based tactile sensors are addressing efficiency and accuracy challenges, enabling more robust robotic applications. Additionally, cross-modal representation frameworks are being developed to facilitate the transfer of data between different tactile sensor technologies, ensuring the continued utility of valuable datasets and promoting collaboration across research groups. These innovations collectively underscore the growing importance of sensory perception in unifying art, science, and technology, driving the field towards more seamless and intuitive human-machine interactions.