Strong and weak AI narratives: an analytical framework

被引:2
作者
Bory, Paolo [1 ]
Natale, Simone [2 ]
Katzenbach, Christian [3 ]
机构
[1] Politecn Milan, Dept Design, Via Durando 10, I-20158 Milan, Italy
[2] Univ Turin, Turin, Italy
[3] Univ Bremen, Bremen, Germany
关键词
Strong AI; Weak AI; Narratives; Large Language Models LLM; Policy; Imaginaries;
D O I
10.1007/s00146-024-02087-8
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The current debate on artificial intelligence (AI) tends to associate AI imaginaries with the vision of a future technology capable of emulating or surpassing human intelligence. This article advocates for a more nuanced analysis of AI imaginaries, distinguishing "strong AI narratives," i.e., narratives that envision futurable AI technologies that are virtually indistinguishable from humans, from "weak" AI narratives, i.e., narratives that discuss and make sense of the functioning and implications of existing AI technologies. Drawing on the academic literature on AI narratives and imaginaries and examining examples drawn from the debate on Large Language Models and public policy, we underscore the critical role and interplay of weak and strong AI across public/private and fictional/non-fictional discourses. The resulting analytical framework aims to empower approaches that are more sensitive to the heterogeneity of AI narratives while also advocating normalising AI narratives, i.e., positioning weak AI narratives more firmly at the center stage of public debates about emerging technologies.
引用
收藏
页码:2107 / 2117
页数:11
相关论文
共 50 条
[42]   Legal crime: an analytical framework for studying international criminogenic polices [J].
Patten, Daniel .
INTERNATIONAL JOURNAL OF COMPARATIVE AND APPLIED CRIMINAL JUSTICE, 2021, 45 (04) :405-422
[43]   The Development of an Introductory Theoretical Green IS Framework for Strong Environmental Sustainability in Organisations [J].
Howard, Grant ;
Lubbe, Sam .
PROCEEDINGS OF THE 7TH EUROPEAN CONFERENCE ON IS MANAGEMENT AND EVALUATION (ECIME 2013), 2013, :75-83
[44]   Disability, Race, and the Geography of School Choice: Toward an Intersectional Analytical Framework [J].
Waitoller, Federico R. ;
Lubienski, Christopher .
AERA OPEN, 2019, 5 (01)
[45]   Explaining farm structural change in the European agriculture: a novel analytical framework [J].
Neuenfeldt, Sebastian ;
Gocht, Alexander ;
Heckelei, Thomas ;
Ciaian, Pavel .
EUROPEAN REVIEW OF AGRICULTURAL ECONOMICS, 2019, 46 (05) :713-768
[46]   Economic Value of Parks via Human Mental Health: An Analytical Framework [J].
Buckley, Ralf C. ;
Brough, Paula .
FRONTIERS IN ECOLOGY AND EVOLUTION, 2017, 5
[47]   Producing different analytical narratives, coproducing integrated analytical narrative: a qualitative study of UK detained mental health patient experience involving service user researchers [J].
Gillard, Steve ;
Borschmann, Rohan ;
Turner, Kati ;
Goodrich-Purnell, Norman ;
Lovell, Kathleen ;
Chambers, Mary .
INTERNATIONAL JOURNAL OF SOCIAL RESEARCH METHODOLOGY, 2012, 15 (03) :239-254
[48]   Institutions, climate change and cultural theory: towards a common analytical framework [J].
O'Riordan, T ;
Jordan, A .
GLOBAL ENVIRONMENTAL CHANGE-HUMAN AND POLICY DIMENSIONS, 1999, 9 (02) :81-93
[49]   Complexity and indeterminism of evidence-based public health: an analytical framework [J].
Attena, Francesco .
MEDICINE HEALTH CARE AND PHILOSOPHY, 2014, 17 (03) :459-465
[50]   Analytical framework to evaluate the level of integration of climate adaptation and mitigation in cities [J].
Grafakos, Stelios ;
Trigg, Kate ;
Landauer, Mia ;
Chelleri, Lorenzo ;
Dhakal, Shobhakar .
CLIMATIC CHANGE, 2019, 154 (1-2) :87-106