汇报标题 (Title)：智能科学-数学道理与工程利用 （Intelligence Science------Mathematical Principle and Engineering Applications）
汇报人 (Speaker)： 吴焦苏 钻研员（中科院人为智能联盟、华东政法大学互联网法治钻研院）
汇报功夫 (Time)：2023年11月22日(周三)15:00-17:00
汇报地址 (Place)：校本部GJ303
约请人(Inviter)：白延琴 教授
主办部门：理学院数学系
提要We develop a general theoretical framework of Intelligence Science——Spatial-Temporal Gamedynamics，including mathematical principle, i.e., Strategic Correlativity Principle (SCP), Strategic Causality Law (SCL), Fundamental Theorem of Strategic Causal Learning (FTSCL)，and show some interesting properties, such as scaling law, emergent ability, phase transition.
We apply Intelligence Science to Intelligence Engineering for large communication and action games with high order beliefs, such as Mechanism Design, Information Design, Action Design to reduce hallucination and execute superalignment for multi-modal pretraining large models, including Large Language Model (LLM)/AI Generated Content (AIGC), i.e., OpenAI’s ChatGPT/GPT-4, and Vision-Language-Action Model (VLA)/AI Generated Action (AIGA), i.e., Google’s PaLM-E and Stanford’s VoxPoser, etc.
