MiIa：AI与城市涵盖AI治理城市AI应用综述风险评估（英文版）（124页）.pdf

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1、AI&CitiesRisks,Applications and GovernanceAcknowledgementsLead Authors Shin Koseki(Universit de Montral),Shazade Jameson(Tilburg University,Mila),Golnoosh Farnadi(HEC,Mila),David Rolnick(McGill,Mila),Catherine Rgis(Universit de Montral,Mila),Jean-Louis Denis(Universit de Montral)Authors Amanda Leal,

2、Cecile de Bezenac,Giulia Occhini,Hugo Lefebvre,Jose Gallego-Posada,Khaoula Chehbouni,Maryam Molamohammadi,Raesetje Sefala,Rebecca Salganik,Safiya Yahaya,Shoghig ThinianUN Habitat Reference Group Cerin Kizhakkethottam,Christelle Lahoud,Herman Jean Pienaar,Ivan Thung,Judith Owigar,Katja Schaefer,Kerst

3、in Sommer,Leandry Nkuidje,Melissa Permezel,Paula Pennanen-Rebeiro-Hargrave,Pontus Westerberg,Remy Sietchiping,Salma YousryMila Core Team Benjamin Prudhomme(co-lead),Rose Landry(co-lead),Anna Jahn(reviewer)UN Habitat Core TeamAbdinassir Shale Sagar(lead),Melissa Permezel(reviewer)Edition Andrea Zanin

4、,Daly-Dallaire,Services de traductionDesign,Layout and Illustrations Simon LArchevque ContentsForeword from UN-Habitats executive director p.5 Foreword from Valrie Pisano,President and CEO of Mila p.61.INTRODUCTION P.71.1.How to read this report p.91.2.Guiding frameworks p.102.AI AND CITIES P.112.1.

5、What is AI?p.12 2.1.1.What is responsible AI?p.12 2.1.2.What are different types of AI?p.12 2.1.3.Deep learning applications p.14 2.1.4.Opportunities for AI in cities p.14 2.1.5.Limitations of AI p.152.2.Governance p.16 2.2.1.Governance overview p.16 2.2.2.Why governance matters p.16 2.2.3.AI in the

6、 city p.17 2.2.4.Key challenges for AI governance p.173.APPLICATIONS P.193.1.Applications overview p.203.2.Energy p.21 3.2.1.Forecasting electricity generation p.21 3.2.2.Predictive maintenance of existing infrastructure p.22 3.2.3.Accelerating experimentation p.22 3.2.4.Transmission and distributio