Elvis Saravia 推荐一篇试图明确“智能体”定义的论文。Eric Xing 及其同事从哲学与科幻视角出发,分析智能体架构的五维度:目标、身份、决策、自我调节和学习。论文指出,真正“智体性”需这些维度以特定方式组合,从而区分自动化与智能体。论文地址:arxiv.org/abs/2606.23991。
// Critique of the Agent Model //
Finally, a paper that tries to define what an agent is and what agency consists of.
Good read overall. (great bookmark)
The word agent now covers everything from a for-loop with tool calls to speculative machine superintelligence.
Eric Xing and colleagues ask where automation ends, and agency begins.
Drawing on Descartes and on science-fiction portrayals of autonomous beings, they analyze agent architectures along five dimensions: goal, identity, decision-making, self-regulation, and learning.
The argument is that genuine agency requires these structures to hold together in a specific way. Great paper overall, providing a vocabulary for arguing about what is and is not an agent.