Yong Qiu

Token-Generation-Control-Deterministic-Logical-Timeline

Text generation by large language models is essentially a probabilistic sampling process: the model computes a probability distribution over the next token based on the input context, and then samples a token from that distribution. This probabilistic design gives large models cr...

Cryptography-Driven Deterministic Logical Timeline: A Temporal Baseline for Machine Collaboration and AI Auditing

Mobile communication is transitioning from "human communication" to "machine communication". The core scenarios of 6G—industrial control, satellite constellations, UAV swarms, and AI agents—impose entirely new requirements on communication: deterministic latency, intrinsic securi...