cs.AI updates on arXiv.org 10月17日 12:10
NAEL:人工智能非人类中心伦理逻辑框架
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本文提出了一种名为NAEL的人工智能伦理框架,它基于主动推理和符号推理,将伦理行为视为智能系统在动态多智能体环境中最小化全局预期自由能的涌现属性。NAEL旨在通过神经符号架构使智能体在不确定环境下评估其行为的伦理后果,并解决现有伦理模型的局限性。

arXiv:2510.14676v1 Announce Type: new Abstract: We introduce NAEL (Non-Anthropocentric Ethical Logic), a novel ethical framework for artificial agents grounded in active inference and symbolic reasoning. Departing from conventional, human-centred approaches to AI ethics, NAEL formalizes ethical behaviour as an emergent property of intelligent systems minimizing global expected free energy in dynamic, multi-agent environments. We propose a neuro-symbolic architecture to allow agents to evaluate the ethical consequences of their actions in uncertain settings. The proposed system addresses the limitations of existing ethical models by allowing agents to develop context-sensitive, adaptive, and relational ethical behaviour without presupposing anthropomorphic moral intuitions. A case study involving ethical resource distribution illustrates NAEL's dynamic balancing of self-preservation, epistemic learning, and collective welfare.

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人工智能伦理 伦理逻辑框架 主动推理 符号推理
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