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基于大模型的知识生产与启蒙辩证法

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人们在使用大模型的过程中,会存在某种程度的幻觉,即认为大模型无所不知和无所不能.正因为这种幻觉的存在,大模型可能会从启蒙的理性变成新的启蒙神话.启蒙的意义在于保持一种开放性,而启蒙的神话就表明了这种开放性的消失.大模型的发展无疑会加剧世界的数学化.在此背景之下,权证就构成了未来数字世界的基本通货.过度的数学化也酝酿了新的工具理性危险.作为新的技术,大模型全面展示了知识与权力的关系.大模型拥有巨大的整合力,正在实现新型的知识大一统.这种弥散化的超能力会进入知识生产的各个领域,没有个体可以逃脱这种超能力的捕捉.大模型会进一步加剧知识工业化,这将导致更为严重的意识形态问题.一方面,大模型本身有其意识形态.另一方面,大模型更加深刻的意识形态会隐含在其免费模式和消费模式之中,同时想象的知识共同体最终又会服务于知识霸权.面对知识工业化的风险,应该建立知识生产的"手工绿洲",用荒谬、隐喻和修辞来对抗理性,让人类保有通过具身体验来创造知识的能力,并且要避免同一性和绝对正确的神话.
Knowledge Production Based on Large Models and the Dialectic of Enlightenment
In the use of large models,there exists some degree of illusion that large models know everything and can do everything.It is precisely because of the existence of such super powers that large models may turn from rationality of enlightenment into new myths of enlightenment.The significance of enlightenment lies in maintaining a kind of openness,while the myth of enlightenment signifies the disappearance of this openness.The development of large models will undoubtedly intensify the mathematization of the world.Against this backdrop,credentials become the basic currency of the future digital world.Excessive mathematization also brews new dangers of instrumental rationality.As a new technology,large models fully demonstrate the relationship between knowledge and power.Large models possess tremendous integrative power and are realizing a new grand unification of knowledge.These diffused super powers will enter every field of knowledge production,with no individual able to escape the capture of these superpowers.Large models will further intensify the industrialization of knowledge,leading to more severe ideological issues.On the one hand,large models themselves have their own ideology.On the other hand,the deeper ideology of large models will be implicitly contained in their either free or consumption models,while the imagined knowledge community will eventually serve the hegemony of knowledge.Facing the risks of the industrialization of knowledge,"handcrafted oases"of knowledge production should be established,using absurdity,metaphor and rhetoric to confront rationality,allowing humans to retain the ability to create knowledge through embodied experiences,and avoiding the myths of sameness and absolute correctness.

large modelsartificial intelligenceChatGPTdialectic of enlightenmentinstrumental rationality

高奇琦

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华东政法大学政府管理学院

华东政法大学政治学研究院

大模型 人工智能 ChatGPT 启蒙辩证法 工具理性

国家社会科学基金重点项目

21AZD021

2024

江苏社会科学
江苏社会科学杂志社

江苏社会科学

CSTPCDCSSCICHSSCD北大核心
影响因子:0.756
ISSN:1003-8671
年,卷(期):2024.(1)
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