Recent Results in Semantics-Native Communication and Protocol Learning in 6G

This is a keynote that begins with a brief overview of VisionX, which lies at the intersection of learning, reasoning, and communication. Then, recent findings on semantics-native communication and the development of emergent communication protocols in various applications will be showcased. The talk will emphasize the importance of transmitting semantic information rather than raw data and highlight the central role of world models in planning and reasoning.