人工智能 ¶
提到人工智能,现在的大家可能都想到的是大语言模型 (Large Language Model, LLM) 和智能体 (Agent);实际上维基百科上的定义比这宽泛得多:
Artificial intelligence
Artificial intelligence (AI) is the capability of computational systems to perform tasks typically associated with human intelligence, such as learning, reasoning, problem-solving, perception, and decision-making. It is a field of research in computer science that develops and studies methods and software that enable machines to perceive their environment and use learning and intelligence to take actions that maximize their chances of achieving defined goals.
所以这里不止于大模型和智能体,更多是一些关于机器学习 / 深度学习 / 强化学习的学习过程记录。如果是刚进入这个领域,或许统计机器学习是更好的起点。