Global Observatory of Urban Artificial Intelligence

Welcome to GOUAI

The Global Observatory of Urban Artificial Intelligence (GOUAI) is a joint project of CIDOB (Barcelona Centre for International Affairs), and the cities of Barcelona, Amsterdam, and London with the support of UNHabitat. It falls within the frame of the Cities Coalition for Digital Rights, an international city network association that puts together more than 45 cities in the world committed to technological sovereignty and to the promotion of digital rights. 

GOUAI fills the gap of the lack of consensus and actionable research taking into consideration the local context and aims to contribute to the development of standards through the monitoring of AI initiatives and the research and reflection on key technological issues around AI. The goal is to promote ethical artificial intelligence systems in cities and ensure that algorithmic tools are sustainable, fair, aligned to democratic values, accountable, transparent, cyber secure, and that they safeguard people’s digital rights.

GOUAI's Principles

  • Fairness & Non-Discrimination

  • Transparency & Openness

  • Safety & Cybersecurity

  • Privacy protection

  • Sustainability

  • Accountability

Atlas of Urban AI

Mapping Ethical Urban AI Initiatives

Our Atlas of Urban AI is a crowdsourced repository of AI initiatives that have been developed and implemented in cities worldwide and that are aligned with the Global Observatory of Urban AI’s ethical principles. It aims to recognise the efforts of automatization and digitalisation in cities, and become a focus point for researchers, local policymakers, and the general public interested in AI.

Many of the projects shown in it belong to the cities from the Cities Coalition for Digital Rights, while others from non-member cities have been included because of their relevance. Besides a description and the geographical location of the projects, the Atlas of Urban AI offers other data such as population, GDP per capita, a classification in macro-sectors and subsectors, and a point of contact to know more about each project. Lastly, each project from ATLAS has been classified according to the minimum ethical standards of the GOUAI. More information about the principles can be found at AI Ethics in Policy and Action.

Documentary

Trustworthy Cities: Ethics in the AI Era

Premiered on 15th November 2022 at the Smart City Expo World Congress this short documentary addresses the main challenges associated with the ethical governance of artificial intelligence in urban settings. Today AI solutions are a key component of urban digital transition processes and are widely deployed to optimize city management and improve the provision of public services. However, the use of AI can also lead to negative externalities, generating new inequalities, producing unaccountable decisions and jeopardizing fundamental rights. Is the use of algorithmic tools making cities more open and participatory, facilitating exchange between local administrations and citizens, and supporting the exercise of democracy? Or is it on the contrary generating dilemmas that threaten integration, inclusion, and endeavors to foster social justice? If both are true, what separates one reality from the other? Watch out documentary to gain some insight on this issue and current efforts to govern AI.

Resources

Mapping urban artificial intelligence: 1st report of GOUAI’s Atlas of Urban AI

The Atlas of Urban AI, conceived as the flagship project of the Global Observatory of Urban Artificial Intelligence (GOUAI), has established itself as the largest and most comprehensive openly accessible repository of ethical urban artificial intelligence initiatives worldwide. Building on the research conducted, its 1st report analyses the cases included in the Atlas and provides a comprehensive view of best practices and trends characterising the global evolution of urban AI.  

AI Ethics in Policy and Action: City Governance of Algorithmic Decision Systems

The Observatory’s first output, a framework for the analysis of city initiatives that involve the use or development of artificial intelligence systems. The framework builds on the conclusions of a working session hosted by CIDOB with representatives from the Cities Coalition for Digital Rights, UN-Habitat and the Barcelona City Council.

‘Trustworthy Cities: Ethics in the AI Era’ Documentary

Premiered on 15th November 2022, at the Smart City Expo World Congress, the documentary addresses the main challenges associated with the ethical governance of artificial intelligence in urban settings.

‘Trustworthy Cities: Ethical Urban Artificial Intelligence’ Course Module

Part of the course “AI Ethics: Global perspectives”, this module by researcher Marta Galceran (CIDOB) delves into how cities are increasingly embracing the use of algorithmic tools to address all sorts of urban challenges and improve the provision of public services. It also discusses the ethical implications of the use of artificial intelligence in urban contexts and, building on the research of the Global Observatory of Urban Artificial Intelligence, it provides an overview of some of the initiatives and ethical principles promoted by cities.

The Fairness Handbook (Amsterdam Geemente)

Introduction to algorithmic fairness and bias in data and/or algorithms that provides a “Fairness Pipeline”, a step-by-step plan to evaluate a model for biases and to mitigate these problems.

Standard Clauses For Procurement Of Trustworthy Algorithmic Systems

The City of Amsterdam is increasingly using AI and algorithmic systems. In order to use these algorithms in a secure and responsible manner they have developed contractual terms for the algorithms that they purchase from suppliers, which describe which information they require from them. If you like to know more about the terms, the contractual process or use these contractual terms, they are open to the public to use.

The Digital Rights Governance Framework

Defining the foundations, structures and tools to govern digital rights in cities. It focuses on the local safeguarding of human rights in the digital context of city governments. The Framework is a living document and will continue to be updated with inputs from experts, local experiences and the results of the Digital Rights Governance Project.

Public AI Registers: Realising AI transparency and civic participation in government use of AI – White Paper

White Paper introducing the concept of a public AI register as a means for transparency and civic participation in government use of AI. In this paper, the city of Amstedam, Helsinki and Saidot share their work on AI registers and suggest the concept for broader adaptation.

News

New version of Procurement Clauses of AI

Living-in.EU  is glad to announce the finalisation of the EU model contractual AI Clauses to use in procurements of AI and invites public organisations to pilot them and give the AI community feedback on their use. The clauses are developed for pilot use in the procurement of AI with the aim to establish responsibilities for trustworthy, transparent, and accountable development of AI technologies between the supplier and the public organisation.

This work has been supported by the Directorate-General for Communications Networks, Content and Technology (DG CNECT), the Directorate General for Internal Market, Industry, Entrepreneurship, and SMEs (DG GROW), Living-in.EU – an EU-funded project, supporting digital transformation of public authorities across Europe, and Pels Riicken, a Dutch legal firm.

This work has been organised in the context of Living-in.EU, in particular the Legal and Financial subgroup. 

‘The dark side of urban artificial intelligence: addressing the environmental and social impact of algorithms’- international seminar

CIDOB’s Global Cities Programme with the support of the Barcelona City Council organises an international seminar on the dark side of AI with key stakeholders on 19th June 2023 (4:00-6:00 p.m.).

Artificial Intelligence has become one of the biggest hype topics of the year, also in the urban world. And not without good reason: AI is widely perceived as a valuable tool to address the most important challenges of our societies, including dealing with the climate emergency. The potential uses of AI applications are extensive and varied, ranging from enhancing resource usage efficiency, improving transportation and urban planning effectiveness, or providing more personalized urban services. AI is also the driving force behind the green and digital transition promoted by cities worldwide. Yet, while we tend to imagine the digital as something ethereal, limitless, dematerialised and neutral, there are significant social and environmental costs associated with the growing reliance of our societies on AI systems.  

More info soon.

Responsible use of AI in European local authorities: Contract clauses for the procurement of AI

In the context of the Legal subgroup of Living-in.EU and in collaboration with DG GROW, two Roundtables on Procurement Clauses of AI have just been concluded. Organised by Eurocities in the context of Living-in.EU and led by the Dutch Law firm Pels Rijcken, the exercise aimed at peer review common procurement clauses on AI for local authorities.  

Building on the good practice of the City of Amsterdam and considering the latest development of the European proposal for an Artificial Intelligence Act, the objective of the Roundtables has been to peer review the Procurement clauses developed by Amsterdam and draft a standard for public procurement that can be used by public authorities across the European Union.  

The Roundtables were held online and included discussions and breakout sessions using pre-defined formats and collaborative tooling. More than 40 experts from legal, industry, technical, procurement, and ethics domains participated in the exercise

Bonn Sustainable AI Conference 2023

The second Sustainable AI conference – Sustainable AI Across Borders – organized by the Bonn Sustainable AI lab at Bonn University’s Institute for Science and Ethics (IWE) will take place May 30th to June 1st 2023. The focus of the first conference in June 2021 was to create a community of researchers in the space of Sustainable AI and to raise awareness on the topic. The second conference will focus on cross cultural perspectives to address the variety and scope of ethical issues on a global scale. An inspiration for this theme is to acknowledge the reality that certain countries play an integral role in the early production phase and the waste management but may never experience the benefits of AI.

Keynote Speakers

To see full program click here

The Barcelona City Council establishes an external Advisory Council on AI, Ethics and Digital Rights

The city of Barcelona has established an external consultative body made up of 15 independent experts who will advise the City Council on the use of artificial intelligence for the common good.

Besides advising the municipal government on the use of AI, the body’s main task will be to carry out studies and evaluate the impact of high-risk algorithms on citizens’ fundamental rights before implemention, assessing possible undesirable effects and introducing any necessary measures to correct them. Especially in sensitive areas such as education, employment or essential public services. Its mission will be to assure that the push for innovative public policies guarantees citizens’ digital rights at all times.

The council will also promote collaboration with universities, research centers, companies and other entities related to this area. It will also propose projects to make Barcelona a reference city for technological humanism.

The experts that constitute the body work in different research institutions and count on expertise drawn from the academic field, both from scientific and technological disciplines as well as from social sciences and humanities, all with previous experience on ethics and AI. The experts will be part of the body for five years, extendable for a maximum of one more term, and will meet at least twice a year. Working groups will also be set up for topics of interest.

‘Mapping Urban AI’ Webinar series

CIDOB’s Global Cities Programme and Urban AI co-organise the “Mapping Urban AI” webinar series, with the support of the Cities Coalition for Digital Rights and Barcelona City Council, and within the framework of the Global Observatory of Urban AI. The five-episode series aims at highlighting how cities design, use, and implement Urban Artificial Intelligence throughout the globe.  For a period of six weeks, every session will host representatives from global cities who will showcase their specific use cases and policies on how they implement urban AI.

PROGRAM

March 7th – Holistic Strategies for Urban AI (16-17h)

From specific projects to holistic strategies, what is the value of having an AI strategy? How can cities create overarching ethical frameworks to promote a rich and coherent development of urban AI? What are the key ingredients of successful AI strategies? How can cities govern AI? This session will feature two pioneer cities with experience on the matter. With Paula Boet (Project Manager at Barcelona City Council) and Alex Foard (Executive Director, Research and Collaboration, NYC Office of Technology and Innovation).


March 14th – AI for Urban Health (16-17h)

Can AI be used by cities to improve urban health? In this session we will explore how the City of Buenos Aires used AI to better combat COVID 19


March 21st – Urban AI: Enabling Safe and Inclusive Cities in Africa (16-17h)

Africa is home to some of the fastest-growing cities in the world, and with this growth comes significant challenges in terms of housing, transportation, and access to essential services. At the same time, rapid advancements in AI technology are offering new possibilities for addressing these challenges and creating more just and equitable urban environments. This event aims to explore the intersection of AI and urban planning in Africa, highlighting innovative strategies and solutions for leveraging AI to promote social equity and create more sustainable, liveable cities. With Sophie Naue (Urban Innovation Specialist at UN Innovation Technology Accelerator for Cities).


March 28th – Urban AI and Sustainable Cities (16-17h)

SDG Goal 11 is about making cities and human settlements inclusive, safe, resilient and sustainable. To achieve this global goal, cities are innovating using new technologies such as AI in different ways. This first episode on urban AI for sustainability purposes will feature two researchers from the Barcelona Supercomputing Center – Elli Kartsakli (Established Researcher, Computer Sciences – Predictable Parallel Computing Department) and Jan Mateu (Recognised Researcher, Earth Sciences – Air Quality Services ES group Department) – who will explain how AI can be used to monitor traffic-related air quality to benefit present and future generations. With Elli Kartsakli (Established Researcher, Computer Sciences – Predictable Parallel Computing Department) and Jan Mateu (Recognised Researcher, Earth Sciences – Air Quality Services ES group Department).


April 11th – AI for Low Carbon Cities (16-17h)

As cities around the world strive to reduce their carbon footprint and mitigate the effects of climate change, AI has emerged as a powerful tool for achieving these goals. This event will explore how two municipalities are deploying urban AI to reduce their greenhouse gas emissions and become low carbon cities through mobility and energy solutions. With Rautio Pasi (Project Manager at the City of Helsinki) and Laurent Duthoit (CIO at the City of Meudon, Greater Paris).

UN-Habitat launches a global survey to assess AI needs of cities

UN-Habitat has launched a global survey to better understand the needs of local governments in relation to artificial intelligence (AI). The survey aims to identify current capacity and governance gaps, as well as opportunities for standardization, cooperation, and multi-stakeholder governance in cities related to the responsible use of AI. This survey is carried out collaboration with United Nations University Operating Unit on Policy-Driven Electronic Governance (UNU-EGOV), a policy-oriented think tank dedicated to electronic governance, and with the support of Canada’s International Development Research Centre (IDRC). The survey is expected to generate valuable insights into the needs and capacities of cities to use AI responsibly. The results will help the United Nations and other organizations to understand local government priorities and AI capacity needs in addition to informing the development of technical guidelines on how to use, implement, and govern AI in local government contexts.

Barcelona approves an internal protocol to introduce AI into municipal services with ethical guarantees

The Barcelona City Council approved the “Definition of work methodologies and protocols for implementing algorithmic systems”, which creates an internal protocol for the ethical implementation of algorithmic systems used by the municipality. The protocol, based on the proposed European AI regulation, defines step-by-step mechanisms for each stage of the process, from the public tendering and implementation phase to the dismantling of the AI system. The procedure adapts to the different stages of the AI lifecycle and its level of riskiness (assessed from ‘limited and minimal risk’ to ‘unacceptable risk’ based on the EU Commission’s risk classification). According to this classification, algorithmic systems with unacceptable risk are automatically rejected, while high-risk systems must undergo an algorithmic impact study produced by an external consultant. Furthermore, it also establishes governance and supervision bodies that will ensure that the impact of AI is in line with the ethical principles endorsed by Barcelona’s AI strategy. This is a pioneering document in regard to the regulation and governance of algorithmic systems at the local level, as it combines public procurement, the lifecycle of an algorithmic system, the City Council’s data protection mechanisms and the ethical standards defined by various administrations and organisations of the city.