#Artificial Intelligence

Topic within Digital City
AMS Institute, Re-inventing the city (urban innovation) at AMS Institute, posted

Responsible Sensing Lab

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The City of Amsterdam has many smart technologies in place: from smart devices that measure things (i.e. sensors) to smart devices that steer processes in the city (i.e. actuators) such as traffic lights, charging stations, adaptable street lights, barriers that go up and down, and adaptive digital signs.

To illustrate, throughout the city there are over 200 cameras, about 230 air quality sensors and almost 500 beacons in place. The latter being devices in physical spaces that emit a signal that can be picked up by mobile devices with a specific app.

Smart technologies like these help the municipality to efficiently measure, analyse and steer processes in the urban area. For example to optimize mobility flows in urban environments, to better use available capacity of energy infrastructures, to conduct condition management on the city’s assets, rationalise garbage removal and much more.

Responsible Urban Digitization
On the one hand, innovations like these can help improve the quality of life in the city and enhance safety and efficiency, but also sustainability and livability. Simultaneously, such novel technologies can impact society quite broadly. They could have consequences for matters that citizens value greatly, such as autonomy, privacy, transparency, inclusiveness and empowerment.

“The City does not want its inhabitants negatively impacted by potential privacy infringements, sense of loss of control and understandability, or reactions such as self-censorship.” - Sigrid Winkel | Urban Innovation Officer | City of Amsterdam CTO

“Our recent research has pointed out that ‘official’ actors primarily see transparency as a mean to ensure adoption, while citizens see transparency as a starting point for voicing their concerns and influencing the purpose and use of smart technology. This leads us to conclude that we - as designers of these systems - need to aim to design these systems for engagement as well as pushback by society.” - Gerd Kortuem | Professor & AMS PI

Launching a Responsible Sensing Lab
With our Responsible Urban Digitization program, we research, develop and integrate smart technologies like the aforementioned to help solve urban challenges. At the same time, we explore how to embed society’s public and democratic values in the design of these innovations.

As part of this program, we are launching a Responsible Sensing Lab. In essence this is a testbed for conducting rigorous, transparent, and replicable research how our smart technologies placed in public space can be designed in a way that makes the digital city ‘responsible’.

(Re)designing, prototype testing and implementing responsible sensing systems
In the Responsible Sensing Lab academics are invited to connect and work with practitioners who are responsible for digital systems in the city to (re)design, prototype and test (more) responsible ways of sensing in public space for and with the City of Amsterdam.

Hence, the Lab is a place where teams of multi-disciplinary stakeholders – such as computer scientists, policy makers, psychologists, designers and hardware experts – can address existing hardware, software and other city sensing systems.

“Responsible Sensing Lab is a place where experimentation and technologies come together to (re)design these innovations solutions that make public spaces cleaner, smarter and easier – while at the same time guaranteeing our social values.” - Thijs Turèl | Program Manager Responsible Urban Digitization | AMS Institute

Three cases: Human Scan Car, Transparant Charging Station, Camera Shutter
There are already a few examples of projects that will be further explored in the Responsible Sensing Lab. Namely, the Human Scan Car, Transparent Charging Station and Camera Shutter projects.

Firstly, scan cars – vehicles that are equipped with sensors to collect data on the urban environment – are becoming increasingly popular to help the municipality to carry out tasks efficiently. For example with parking policy enforcement, waste registration and advertisement taxation. Apart from making the city more efficient and clean, with this project we question and explore what public and democratic values should be embedded in the implementation of these scan cars.

Together with UNSense, we invited representatives from the City of Amsterdam and Rotterdam, TADA, and researchers from TU Delft to join us for a 3-day sprint to design “the scan car of the future”, that also looks at the human and fair values of the advances in technology. Get a full impression of this design sprint here.

“Design should play a role in guiding the perceptions of, and interactions with, automated sensing systems in the city. Going through this process with AMS Institute's researchers and public servants, we’ll be able to bend the design towards a more consciously chosen, collectively desirable future.” - Tessa Steenkamp | Sensorial Experience Designer | UNSense

Secondly, the transparent charging station is a design project meant to explain smart charging algorithm decisions to users. In the near future, when electric cars become more prevelant, the electicity grid will no longer be able to charge all electric cars at the same time. Smart charging algorithms will help coordinate which car will get to charge at what time. But how do these algorithms decide? The transparent charging station project produces the first user interface informing people about smart charging decisions.

"The transparent charging station promises to improve the democratic oversight of algorithms in EV charging. By explaining charging algorithm inputs, procedures and outputs in a user interface, EV drivers should be able to determine the system's fairness and see who the responsible parties are". - Kars Alfrink | Doctoral Researcher | TU Delft

Thirdly, the Camera Shutter project originated based on the notion that people do not know if and when cameras in public space are recording or not*.* We wondered: would people like to live in a city where all city cameras clearly show or state when they’re not in use? What if, just like laptop shutters many people have placed over their webcam, this could be a way to make clear to citizens when a camera is not recording them?

For this third project, a timelapse camera at the office of AMS Institute was outfitted with a shutter. Subsequently, the effects of this small-scale pilot will be examined by interviewing staff and visitors.

Core values for responsible urban digitization
At the Responsible Sensing Lab, and for Responsible Urban Digitization program as a whole, we use the City’s values (TADA, Digital City Agenda) as our starting point. We will explore what these values mean when applied to actual digital software and hardware.

Also, we are inspired by the methodology of value sensitive design. This approach allows us to focus on design choices inherent in the type of sensing hardware, the distribution of intelligence between cloud and back-end, the physical design and placement of sensors in public space, and interaction possibilities for citizens.

Recently, a three year collaboration has been signed between the City of Amsterdam and AMS Institute. In this Lab, we’ll work closely with experts at TU Delft Industrial Design Faculty.

AMS Institute's picture #DigitalCity
Amsterdam Smart City, Connector of opportunities at Amsterdam Smart City, posted

Amsterdam Smart City Demoday Digital City x Circularity

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Demodays are part of our innovation process and intended to boost the progress of the various innovation projects, put requests for help on the table, share dilemmas and involve others in your projects or challenges. Invitations are sent, but you can join!

The Amsterdam Smart City team hosts demodays every 8-10 weeks. Our partners put out concrete questions about projects they are currently working on. We set up pitches and organize workshops with them and other partners to get them to get a step further in their processes.

This time on the agenda:
- Collaboration between startups and governments
- Mapping waste flows
- Responsible IT Lab
- AI to detect waste in cities

Time: 14.00 - 16.30h

This event is in Dutch and invitation only, however we are happy to be joined by others!

Do you feel like you should be there? Do you have knowledge or a network that could be useful for the session? Or do you want to learn more about one of the topics discussed? Please send an e-mail to info@amsterdamsmartcity.com and we might save you a seat!

Amsterdam Smart City's picture Online event on Dec 1st
Ahmed Larouz, Founder at Inclusive Algorithm, posted

Looking for partners on Inclusive and AI

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With Inclusive Algorithm, we would like to bring more inclusion and diversity in Artificial Intelligence revolution and business.

Our main objective is to generate more network and knowledge in the Artificial Intelligence field to better understand how artificial intelligence, algorithms and big data can be ethically developed for societal benefit by involving the marginalized groups (groups with migrant backgrounds & bi-culturals).

We just started this initiative and we are building alliances with people believing in our cause. Please feel welcome to reach out if you think we can add value to the work you do or vice versa.

Ahmed Larouz's picture #Citizens&Living
Folkert Leffring, Digital Media Manager , posted

Amsterdam and Helsinki launch AI registers to detail city systems

The cities of Helsinki and Amsterdam have worked together to each launch a first-of-its-kind Artificial Intelligence Register.

“Together with the city of Helsinki, we are on a mission to create as much understanding about algorithms as possible and be transparent about the way we – as cities – use them,” commented Touria Meliani, Deputy Mayor of Amsterdam (Digital City).

Folkert Leffring's picture #SmartCityAcademy
Frans-Anton Vermast, Strategy Advisor & International Smart City Ambassador at Amsterdam Smart City, posted

Amsterdam and Helsinki first cities in the world to launch open AI register

The City of Amsterdam, Helsingin kaupunki – Helsingfors stad – City of Helsinki, in collaboration with Saidot, launched the first Public AI Register. The Algorithm Register is an overview of the artificial intelligence systems and algorithms used by the Cities of Amsterdam and Helsinki. Through the register, you can get acquainted with the quick overviews of the city's algorithmic systems or examine their more detailed information based on your own interests.

If you're interested in learning more, here's something for you. The new white paper that was co-written by Linda van de Fliert, Pasi Rautio and Meeri Haataja. They really hope this will part some conversation and most importantly, help other government organisations address #transparency and take their first steps in implementing #AI #governance.

You can also give feedback and thus participate in building human-centered algorithms in Amsterdam. The register is still under development.

Frans-Anton Vermast's picture #DigitalCity