算法痛苦的神经科学:人类和人工智能之间的简短比较分析
Esen K Tütüncü1,2, Mar Gonzalez-Franco2
1Institute of Neurosciences, Universitat de Barcelona, Barcelona, Spain.
Frontiers in psychology
|December 22, 2025
概括
机器可以受苦吗? 这项研究比较了人类和人工智能认知,发现虽然两者都对错误做出反应,但只有人类才会将痛苦视为违反意义,而不仅仅是表现. 意识仍然与人工智能有所区别.
科学领域:
- 认知科学 认知科学
- 人工智能伦理学 人工智能伦理学
- 思想的哲学 思想的哲学
背景情况:
- 人类长期以来一直在各种哲学和生物框架中思考痛苦的性质.
- 能够模仿人类思想和情绪的人工智能 (AI) 的兴起促使人们重新评估机器是否可以体验痛苦.
研究的目的:
- 分析痛苦作为人类和算法认知之间的比较镜头,超越情感类比.
- 在人类和人工智能中探索诸如丧,奖励和预测等概念的计算和神经基础.
主要方法:
- 在贝叶斯推理,行为心理学和意识理论中进行基础分析.
- 在神经和计算系统中对错误检测和目标未实现响应进行比较检查.
主要成果:
- 人类和机器都对错误和未达到的目标表现出反应.
- 这里出现了一个关键的区别:人类将这些事件视为对意义和完整性的侵犯,这是一个主观的体验,在当前的AI中没有复制.
结论:
- 痛苦代表了简单的优化和真正的意识之间的根本分歧.
- 意识不能归结为绩效指标,即使在高度复杂的AI系统中也是如此.
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