The Power Of The Wikimedia Movement Beyond Wikimedia

Curated on Posted on by Stefaan Verhulst

Michael Bernick at Forbes: “In January 2017, we the constituents of Wikimedia, started an ambitious discussion about our collective future. We reflected on our past sixteen years together and imagined the impact we could have in the world in the next decades. Our aim was to identify a common strategic direction that would unite and inspire people across our movement on our way to 2030, and help us make decisions.”…

The final documents included a strategic direction and a research report: “Wikimedia 2030: Wikimedia’s Role in Shaping the Future of the Information Commons”: an expansive look at Wikimedia, knowledge, technologies, and communications in the next decade. It includes thoughtful sections on Demographics (global population trends, and Wikimedia’s opportunities for growth) Emerging Platforms (how Wikimedia platforms will be accessed), Misinformation (how content creators and technologists can work toward a product that is trustworthy), Literacy (changing forms of learning that can benefit from the Wikimedia movement) and the core Wikimedia issues of Open Knowledge and knowledge as a service.

Among its goals, the document calls for greater outreach to areas outside of Europe and North America (which now account for 63% of Wikimedia’s total traffic), and widening the knowledge and experiential bases of contributors. It urges greater access through mobile devices and other emerging hardware; and expanding partnerships with libraries, museums, galleries and archives.

The document captures not only the idealism of the enterprise, and but also why Wikimedia can be described as a movement not only an enterprise. It calls into question conventional wisdoms of how our political and business structures should operate.

Consider the Wikimedia editing process that seeks to reach common ground on contentious issues. Lisa Gruwell, the Chief Advancement Officer of the Wikimedia Foundation, notes that in the development of an article, often editors with diverging claims and views will weigh in.  Rather than escalating divisions, the process of editing has been found to reduce these divisions. Gruwell explains,

Through the collaborative editing process, the editors have critical discussions about what reliable sources say about a topic. They have to engage and defend their own perspectives about how an article should be represented, and ultimately find some form of common ground with other editors.

A number of researchers at Harvard Business School led by Shane Greenstein, Yuan Gu and Feng Zhu actually set out to study this phenomenon. Their findings, published in 2017 as a Harvard Business School working paper found that editors with different political viewpoints tended to dialogue with each other, and over time reduce rather than increase partisanship….(More)”.

Selected Readings on Data Responsibility, Refugees and Migration

Curated on Posted on by Andrew Young

By Kezia Paladina, Alexandra Shaw, Michelle Winowatan, Stefaan Verhulst, and Andrew Young

The Living Library’s Selected Readings series seeks to build a knowledge base on innovative approaches for improving the effectiveness and legitimacy of governance. This curated and annotated collection of recommended works on the topic of Data Collaboration for Migration was originally published in 2018.

Special thanks to Paul Currion whose data responsibility literature review gave us a headstart when developing the below. (Check out his article listed below on Refugee Identity)

The collection below is also meant to complement our article in the Stanford Social Innovation Review on Data Collaboration for Migration where we emphasize the need for a Data Responsibility Framework moving forward.

From climate change to politics to finance, there is growing recognition that some of the most intractable problems of our era are information problems. In recent years, the ongoing refugee crisis has increased the call for new data-driven approaches to address the many challenges and opportunities arising from migration. While data – including data from the private sector – holds significant potential value for informing analysis and targeted international and humanitarian response to (forced) migration, decision-makers often lack an actionable understanding of if, when and how data could be collected, processed, stored, analyzed, used, and shared in a responsible manner.

Data responsibility – including the responsibility to protect data and shield its subjects from harms, and the responsibility to leverage and share data when it can provide public value – is an emerging field seeking to go beyond just privacy concerns. The forced migration arena has a number of particularly important issues impacting responsible data approaches, including the risks of leveraging data regarding individuals fleeing a hostile or repressive government.

In this edition of the GovLab’s Selected Readings series, we examine the emerging literature on the data responsibility approaches in the refugee and forced migration space – part of an ongoing series focused on Data Responsibiltiy. The below reading list features annotated readings related to the Policy and Practice of data responsibility for refugees, and the specific responsibility challenges regarding Identity and Biometrics.

Data Responsibility and Refugees – Policy and Practice

International Organization for Migration (IOM) (2010) IOM Data Protection Manual. Geneva: IOM.

  • This IOM manual includes 13 data protection principles related to the following activities: lawful and fair collection, specified and legitimate purpose, data quality, consent, transfer to third parties, confidentiality, access and transparency, data security, retention and personal data, application of the principles, ownership of personal data, oversight, compliance and internal remedies (and exceptions).
  • For each principle, the IOM manual features targeted data protection guidelines, and templates and checklists are included to help foster practical application.

Norwegian Refugee Council (NRC) Internal Displacement Monitoring Centre / OCHA (eds.) (2008) Guidance on Profiling Internally Displaced Persons. Geneva: Inter-Agency Standing Committee.

  • This NRC document contains guidelines on gathering better data on Internally Displaced Persons (IDPs), based on country context.
  • IDP profile is defined as number of displaced persons, location, causes of displacement, patterns of displacement, and humanitarian needs among others.
  • It further states that collecting IDPs data is challenging and the current condition of IDPs data are hampering assistance programs.
  • Chapter I of the document explores the rationale for IDP profiling. Chapter II describes the who aspect of profiling: who IDPs are and common pitfalls in distinguishing them from other population groups. Chapter III describes the different methodologies that can be used in different contexts and suggesting some of the advantages and disadvantages of each, what kind of information is needed and when it is appropriate to profile.

United Nations High Commissioner for Refugees (UNHCR). Model agreement on the sharing of personal data with Governments in the context of hand-over of the refugee status determination process. Geneva: UNHCR.

  • This document from UNHCR provides a template of agreement guiding the sharing of data between a national government and UNHCR. The model agreement’s guidance is aimed at protecting the privacy and confidentiality of individual data while promoting improvements to service delivery for refugees.

United Nations High Commissioner for Refugees (UNHCR) (2015). Policy on the Protection of Personal Data of Persons of Concern to UNHCR. Geneva: UNHCR.

  • This policy outlines the rules and principles regarding the processing of personal data of persons engaged by UNHCR with the purpose of ensuring that the practice is consistent with UNGA’s regulation of computerized personal data files that was established to protect individuals’ data and privacy.
  • UNHCR require its personnel to apply the following principles when processing personal data: (i) Legitimate and fair processing (ii) Purpose specification (iii) Necessity and proportionality (iv) Accuracy (v) Respect for the rights of the data subject (vi) Confidentiality (vii) Security (viii) Accountability and supervision.

United Nations High Commissioner for Refugees (UNHCR) (2015) Privacy Impact Assessment of UNHCR Cash Based Interventions.

  • This impact assessment focuses on privacy issues related to financial assistance for refugees in the form of cash transfers. For international organizations like UNHCR to determine eligibility for cash assistance, data “aggregation, profiling, and social sorting techniques,” are often needed, leading a need for a responsible data approach.
  • This Privacy Impact Assessment (PIA) aims to identify the privacy risks posed by their program and seek to enhance safeguards that can mitigate those risks.
  • Key issues raised in the PIA involves the challenge of ensuring that individuals’ data will not be used for purposes other than those initially specified.

Data Responsibility in Identity and Biometrics

Bohlin, A. (2008) “Protection at the Cost of Privacy? A Study of the Biometric Registration of Refugees.” Lund: Faculty of Law of the University of Lund.

  • This 2008 study focuses on the systematic biometric registration of refugees conducted by UNHCR in refugee camps around the world, to understand whether enhancing the registration mechanism of refugees contributes to their protection and guarantee of human rights, or whether refugee registration exposes people to invasions of privacy.
  • Bohlin found that, at the time, UNHCR failed to put a proper safeguards in the case of data dissemination, exposing the refugees data to the risk of being misused. She goes on to suggest data protection regulations that could be put in place in order to protect refugees’ privacy.

Currion, Paul. (2018) “The Refugee Identity.” Medium.

  • Developed as part of a DFID-funded initiative, this essay considers Data Requirements for Service Delivery within Refugee Camps, with a particular focus on refugee identity.
  • Among other findings, Currion finds that since “the digitisation of aid has already begun…aid agencies must therefore pay more attention to the way in which identity systems affect the lives and livelihoods of the forcibly displaced, both positively and negatively.”
  • Currion argues that a Responsible Data approach, as opposed to a process defined by a Data Minimization principle, provides “useful guidelines,” but notes that data responsibility “still needs to be translated into organisational policy, then into institutional processes, and finally into operational practice.”

Farraj, A. (2010) “Refugees and the Biometric Future: The Impact of Biometrics on Refugees and Asylum Seekers.” Colum. Hum. Rts. L. Rev. 42 (2010): 891.

  • This article argues that biometrics help refugees and asylum seekers establish their identity, which is important for ensuring the protection of their rights and service delivery.
  • However, Farraj also describes several risks related to biometrics, such as, misidentification and misuse of data, leading to a need for proper approaches for the collection, storage, and utilization of the biometric information by government, international organizations, or other parties.  

GSMA (2017) Landscape Report: Mobile Money, Humanitarian Cash Transfers and Displaced Populations. London: GSMA.

  • This paper from GSMA seeks to evaluate how mobile technology can be helpful in refugee registration, cross-organizational data sharing, and service delivery processes.
  • One of its assessments is that the use of mobile money in a humanitarian context depends on the supporting regulatory environment that contributes to unlocking the true potential of mobile money. The examples include extension of SIM dormancy period to anticipate infrequent cash disbursements, ensuring that persons without identification are able to use the mobile money services, and so on.
  • Additionally, GMSA argues that mobile money will be most successful when there is an ecosystem to support other financial services such as remittances, airtime top-ups, savings, and bill payments. These services will be especially helpful in including displaced populations in development.

GSMA (2017) Refugees and Identity: Considerations for mobile-enabled registration and aid delivery. London: GSMA.

  • This paper emphasizes the importance of registration in the context of humanitarian emergency, because being registered and having a document that proves this registration is key in acquiring services and assistance.
  • Studying cases of Kenya and Iraq, the report concludes by providing three recommendations to improve mobile data collection and registration processes: 1) establish more flexible KYC for mobile money because where refugees are not able to meet existing requirements; 2) encourage interoperability and data sharing to avoid fragmented and duplicative registration management; and 3) build partnership and collaboration among governments, humanitarian organizations, and multinational corporations.

Jacobsen, Katja Lindskov (2015) “Experimentation in Humanitarian Locations: UNHCR and Biometric Registration of Afghan Refugees.” Security Dialogue, Vol 46 No. 2: 144–164.

  • In this article, Jacobsen studies the biometric registration of Afghan refugees, and considers how “humanitarian refugee biometrics produces digital refugees at risk of exposure to new forms of intrusion and insecurity.”

Jacobsen, Katja Lindskov (2017) “On Humanitarian Refugee Biometrics and New Forms of Intervention.” Journal of Intervention and Statebuilding, 1–23.

  • This article traces the evolution of the use of biometrics at the Office of the United Nations High Commissioner for Refugees (UNHCR) – moving from a few early pilot projects (in the early-to-mid-2000s) to the emergence of a policy in which biometric registration is considered a ‘strategic decision’.

Manby, Bronwen (2016) “Identification in the Context of Forced Displacement.” Washington DC: World Bank Group. Accessed August 21, 2017.

  • In this paper, Bronwen describes the consequences of not having an identity in a situation of forced displacement. It prevents displaced population from getting various services and creates higher chance of exploitation. It also lowers the effectiveness of humanitarian actions, as lacking identity prevents humanitarian organizations from delivering their services to the displaced populations.
  • Lack of identity can be both the consequence and and cause of forced displacement. People who have no identity can be considered illegal and risk being deported. At the same time, conflicts that lead to displacement can also result in loss of ID during travel.
  • The paper identifies different stakeholders and their interest in the case of identity and forced displacement, and finds that the biggest challenge for providing identity to refugees is the politics of identification and nationality.
  • Manby concludes that in order to address this challenge, there needs to be more effective coordination among governments, international organizations, and the private sector to come up with an alternative of providing identification and services to the displaced persons. She also argues that it is essential to ensure that national identification becomes a universal practice for states.

McClure, D. and Menchi, B. (2015). Challenges and the State of Play of Interoperability in Cash Transfer Programming. Geneva: UNHCR/World Vision International.

  • This report reviews the elements that contribute to the interoperability design for Cash Transfer Programming (CTP). The design framework offered here maps out these various features and also looks at the state of the problem and the state of play through a variety of use cases.
  • The study considers the current state of play and provides insights about the ways to address the multi-dimensionality of interoperability measures in increasingly complex ecosystems.     

NRC / International Human Rights Clinic (2016). Securing Status: Syrian refugees and the documentation of legal status, identity, and family relationships in Jordan.

  • This report examines Syrian refugees’ attempts to obtain identity cards and other forms of legally recognized documentation (mainly, Ministry of Interior Service Cards, or “new MoI cards”) in Jordan through the state’s Urban Verification Exercise (“UVE”). These MoI cards are significant because they allow Syrians to live outside of refugee camps and move freely about Jordan.
  • The text reviews the acquirement processes and the subsequent challenges and consequences that refugees face when unable to obtain documentation. Refugees can encounter issues ranging from lack of access to basic services to arrest, detention, forced relocation to camps and refoulement.  
  • Seventy-two Syrian refugee families in Jordan were interviewed in 2016 for this report and their experiences with obtaining MoI cards varied widely.

Office of Internal Oversight Services (2015). Audit of the operations in Jordan for the Office of the United Nations High Commissioner for Refugees. Report 2015/049. New York: UN.

  • This report documents the January 1, 2012 – March 31, 2014 audit of Jordanian operations, which is intended to ensure the effectiveness of the UNHCR Representation in the state.
  • The main goals of the Regional Response Plan for Syrian refugees included relieving the pressure on Jordanian services and resources while still maintaining protection for refugees.
  • The audit results concluded that the Representation was initially unsatisfactory, and the OIOS suggested several recommendations according to the two key controls which the Representation acknowledged. Those recommendations included:
    • Project management:
      • Providing training to staff involved in financial verification of partners supervise management
      • Revising standard operating procedure on cash based interventions
      • Establishing ways to ensure that appropriate criteria for payment of all types of costs to partners’ staff are included in partnership agreements
    • Regulatory framework:
      • Preparing annual need-based procurement plan and establishing adequate management oversight processes
      • Creating procedures for the assessment of renovation work in progress and issuing written change orders
      • Protecting data and ensuring timely consultation with the UNHCR Division of Financial and Administrative Management

UNHCR/WFP (2015). Joint Inspection of the Biometrics Identification System for Food Distribution in Kenya. Geneva: UNHCR/WFP.

  • This report outlines the partnership between the WFP and UNHCR in its effort to promote its biometric identification checking system to support food distribution in the Dadaab and Kakuma refugee camps in Kenya.
  • Both entities conducted a joint inspection mission in March 2015 and was considered an effective tool and a model for other country operations.
  • Still, 11 recommendations are proposed and responded to in this text to further improve the efficiency of the biometric system, including real-time evaluation of impact, need for automatic alerts, documentation of best practices, among others.

Democracy is in danger when the census undercounts vulnerable populations

Curated on Posted on by Stefaan Verhulst

Emily Klancher Merchant at The Conversation: “The 2020 U.S. Census is still two years away, but experts and civil rights groups are already disputing the results.At issue is whether the census will fulfill the Census Bureau’s mandate to “count everyone once, only once, and in the right place.”

The task is hardly as simple as it seems and has serious political consequences. Recent changes to the 2020 census, such as asking about citizenship status, will make populations already vulnerable to undercounting even more likely to be missed. These vulnerable populations include the young, poor, nonwhite, non-English-speaking, foreign-born and transient.

An accurate count is critical to the functioning of the U.S. government. Census data determine how the power and resources of the federal government are distributed across the 50 states. This includes seats in the House, votes in the Electoral College and funds for federal programs. Census data also guide the drawing of congressional and other voting districts and the enforcement of civil and voting rights laws.

Places where large numbers of people go uncounted get less than their fair share of political representation and federal resources. When specific racial and ethnic groups are undercounted, it is harder to identify and rectify violations of their civil rights. My research on the international history of demography demonstrates that the question of how to equitably count the population is not new, nor is it unique to the United States. The experience of the United States and other countries may hold important lessons as the Census Bureau finalizes its plans for the 2020 count.

Let’s take a look at that history….

In 1790, the United States became the first country to take a regular census. Following World War II, the U.S. government began to promote census-taking in other countries. U.S. leaders believed data about the size and location of populations throughout the Western Hemisphere could help the government plan defense. What’s more, U.S. businesses could also use the data to identify potential markets and labor forces in nearby countries.

The U.S. government began investing in a program called the Census of the Americas. Through this program, the State Department provided financial support and the Census Bureau provided technical assistance to Western Hemisphere countries taking censuses in 1950.

United Nations demographers also viewed the Census of the Americas as an opportunity. Data that were standardized across countries could serve as the basis for projections of world population growth and the calculation of social and economic indicators. They also hoped that censuses would provide useful information to newly established governments. The U.N. turned the Census of the Americas into a global affair, recommending that “all Member States planning population censuses about 1950 use comparable schedules so far as possible.” Since 1960, the U.N. has sponsored a World Census Program every 10 years. The 2020 World Census Program will be the seventh round….

Not all countries went along with the program. For example, Lebanon’s Christian rulers feared that a census would show Christians to be a minority, undermining the legitimacy of their government. However, for the 65 sovereign countries taking censuses between 1945 and 1954, leaders faced the same question the U.S. faces today: How can we make sure that everyone has an equal chance of being counted?…(More)”.

Replicating the Justice Data Lab in the USA: Key Considerations

Curated on Posted on by Stefaan Verhulst

Blog by Tracey Gyateng and Tris Lumley: “Since 2011, NPC has researched, supported and advocated for the development of impact-focussed Data Labs in the UK. The goal has been to unlock government administrative data so that organisations (primarily nonprofits) who provide a social service can understand the impact of their services on the people who use them.

So far, one of these Data Labs has been developed to measure re-offending outcomes- the Justice Data Lab-, and others are currently being piloted for employment and education. Given our seven years of work in this area, we at NPC have decided to reflect on the key factors needed to create a Data Lab with our report: How to Create an Impact Data Lab. This blog outlines these factors, examines whether they are present in the USA, and asks what the next steps should be — drawing on the research undertaken with the Governance Lab….Below we examine the key factors and to what extent they appear to be present within the USA.

Environment: A broad culture that supports impact measurement. Similar to the UK, nonprofits in the USA are increasingly measuring the impact they have had on the participants of their service and sharing the difficulties of undertaking robust, high quality evaluations.

Data: Individual person-level administrative data. A key difference between the two countries is that, in the USA, personal data on social services tends to be held at a local, rather than central level. In the UK social services data such as reoffending, education and employment are collated into a central database. In the USA, the federal government has limited centrally collated personal data, instead this data can be found at state/city level….

A leading advocate: A Data Lab project team, and strong networks. Data Labs do not manifest by themselves. They requires a lead agency to campaign with, and on behalf of, nonprofits to set out a persuasive case for their development. In the USA, we have developed a partnership with the Governance Lab to seek out opportunities where Data Labs can be established but given the size of the country, there is scope for further collaborations/ and or advocates to be identified and supported.

Customers: Identifiable organisations that would use the Data Lab. Initial discussions with several US nonprofits and academia indicate support for a Data Lab in their context. Broad consultation based on an agreed region and outcome(s) will be needed to fully assess the potential customer base.

Data owners: Engaged civil servants. Generating buy-in and persuading various stakeholders including data owners, analysts and politicians is a critical part of setting up a data lab. While the exact profiles of the right people to approach can only be assessed once a region and outcome(s) of interest have been chosen, there are encouraging signs, such as the passing of the Foundations for Evidence-Based Policy Making Act of 2017 in the house of representatives which, among other things, mandates the appointment of “Chief Evaluation Officers” in government departments- suggesting that there is bipartisan support for increased data-driven policy evaluation.

Legal and ethical governance: A legal framework for sharing data. In the UK, all personal data is subject to data protection legislation, which provides standardised governance for how personal data can be processed across the country and within the European Union. A universal data protection framework does not exist within the USA, therefore data sharing agreements between customers and government data-owners will need to be designed for the purposes of Data Labs, unless there are existing agreements that enable data sharing for research purposes. This will need to be investigated at the state/city level of a desired Data Lab.

Funding: Resource and support for driving the set-up of the Data Lab. Most of our policy lab case studies were funded by a mixture of philanthropy and government grants. It is expected that a similar mixed funding model will need to be created to establish Data Labs. One alternative is the model adopted by the Washington State Institute for Public Policy (WSIPP), which was created by the Washington State Legislature and is funded on a project basis, primarily by the state. Additionally funding will be needed to enable advocates of a Data Lab to campaign for the service….(More)”.

The Age of Perplexity: Rethinking the World we Knew

Curated on Posted on by Stefaan Verhulst

BVBA Open Access Book: “The impact of globalization, of technological progress and of the insecurity that they cause is reflected in people’s decisions, and by the path that our society is following. This path that will decide our future, in the sense that it will determine our capability of facing the challenges and taking advantage of the opportunities offered up by the advances in science and technology.

In this book, we look at generalized subjects, taking in the transformation that computing and the greater availability of information brings to our perceptions and understanding of things, and in the social imaginaries, that shape our attitudes and reactions to the events that we observe.
All this underpins the changes in politics we are witnessing, the appearance of populist movements or, more generally, the lack of commitment or disaffection with political institutions and the values that support the existing democracies. In these arenas, the new digital media, new types of digital political activism, and the rise of movements that question the dominant economic and political paradigm all play a key role.

In the supranational and geopolitical level we discuss the importance of incorporating a feminist perspective to international relations (as well, of course, as to all the spheres of human activity); new types of warfare, in which neither the contenders, strategies or media resemble anything we knew before; the huge geopolitical challenge represented by the complex and diverse Arab Islamic question; the end of the brief unipolar world era, with the emergence of powers that question the United States’ hegemony, among which we highlight China; or the future role of Latin America in the global map.

Regarding the economic questions that are at the root of the current perplexity, insecurity and discontent, we examine the impact of globalization and technological change on growth, the welfare state and, above all, employment.

From this base, we look at which are the most suitable economic policies and forms of organization for harnessing the potential of the digital revolution, and also for minimizing the risks of a society with increasing inequality, with a huge number of jobs taken over by machines, or even the loss of control of individual or collective decisions.

This technological revolution will undoubtedly require a complex transition process, but we also have before us a wonderful opportunity to better tend to the needs and demands of people: with more growth, jobs and a fairer distribution of wealth, and a richer and fuller life for the whole of humanity….(More)”.

Empowerment tool for women maps cases of harassment

Curated on Posted on by Stefaan Verhulst

Springwise: “We have previously written about innovations that promote inclusion and equal rights such as edible pie charts that highlight gender inequality. Another example is a predictive text app that finds alternative words for gendered language. Now, NINA, created in Brazil, is an app for empowering women to report violence that occurs in public spaces. The project was shared to Red Bull Amaphiko, a platform for social entrepreneurs to share their work and stories.

A 2016 survey released by ActionAid and conducted by YouGov found that 86 percent of Brazilian women were victims of harassment in public spaces. Responding to these statistics, Simony César created project NINA two years ago to help tackle gender-based violence. The app collects data in real time, mapping locations in which cases of harassment have taken place. The launch and testing of the app took place on public transport. It saw 76 thousand users per day at 17 bus lines at the Federal University of Pernambuco (UFPE).

César states “The premise of NINA aims to empower women through an application that denounces the types of violence they suffer within public spaces”. It combats violence against women by making cases of harassment in the city locatable on a map. NINA can then use this data to find out which bus lines have the highest rate of harassment. It can also record the most common times that cases occur and store photographic records and short videos of harassers.

Another survey by ActionAid in March 2018 revealed that 64 percent of Brazilian women surveyed were victims of sexual harassment. These results demonstrate that the need for empowerment tools, such as NINA, is still necessary. The exposure of women to violence in public city spaces is a global issue and as a result, accessibility within cities is unequal based on gender….(More)”.

AI And Open Data Show Just How Often Cars Block Bus And Bike Lanes

Curated on Posted on by Stefaan Verhulst

Eillie Anzilotti in Fast Company: “…While anyone who bikes or rides a bus in New York City knows intuitively that the lanes are often blocked, there’s been little data to back up that feeling apart from the fact that last year, the NYPD issues 24,000 tickets for vehicles blocking bus lanes, and around 79,000 to cars in the bike lane. By building the algorithm, Bell essentializes what engaged citizenship and productive use of open data looks like. The New York City Department of Transportation maintains several hundred video cameras throughout the city; those cameras feed images in real time to the DOT’s open-data portal. Bell downloaded a week’s worth of footage from that portal to analyze.

To build his computer algorithm to do the analysis, he fed around 2,000 images of buses, cars, pedestrians, and vehicles like UPS trucks into TensorFlow, Google’s open-source framework that the tech giant is using to train autonomous vehicles to recognize other road users. “Because of the push into AVs, machine learning in general and neural networks have made lots of progress, because they have to answer the same questions of: What is this vehicle, and what is it going to do?” Bell says. After several rounds of processing, Bell was able to come up with an algorithm that fairly faultlessly could determine if a vehicle at the bus stop was, in fact, a bus, or if it was something else that wasn’t supposed to be there.

As cities and governments, spurred by organizations like OpenGov, have moved to embrace transparency and open data, the question remains: So, what do you do with it?

For Bell, the answer is that citizens can use it to empower themselves. “I’m a little uncomfortable with cameras and surveillance in cities,” Bell says. “But agencies like the NYPD and DOT have already made the decision to put the cameras up. We don’t know the positive and negative outcomes if more and more data from cameras is opened to the public, but if the cameras are going in, we should know what data they’re collecting and be able to access it,” he says. He’s made his algorithm publicly available in the hopes that more people will use data to investigate the issue on their own streets, and perhaps in other cities….Bell is optimistic that open data can empower more citizens to identify issues in their own cities and bring a case for why they need to be addressed….(More)”.

Can Data Help Brazil Take a Bite Out of Crime?

Curated on Posted on by Stefaan Verhulst

Joe Leahy at ZY See Beyond: “When Argentine entrepreneur Federico Vega two years ago launched a startup offering Uberlike services for Brazil’s freight industry, the sector was on the cusp of a wave of cargo theft.

Across Brazil, but especially in Rio de Janeiro, crime has soared, with armed gangs robbing one truck every 50 minutes in Rio last year.

But while the authorities have reacted with force to the crime wave, Vega turned to software engineers at his CargoX startup. By studying a range of industry and security data, CargoX developed software that identifies risks and helps drivers avoid crime hot spots, or if a robbery does happen, alerts the company in real time.CargoX says that in Brazil, 0.1 percent by value of all cargo transported by trucks is stolen. “We are about 50 percent lower than that, but we still have tons of work to do,” says São Paulo–based Vega.

CargoX is one of a growing number of Brazilian technology startups that are seeking digital solutions to the problem of endemic crime in Latin America’s largest country.

Having started from zero two years ago, CargoX today has signed up more than 5,000 truckers. The company scans data from all sources to screen its motorists and study past crimes to see what routes, times, neighborhoods and types of cargo represent the highest risk.

Certain gas stations that might, for instance, be known for prostitution are avoided because of their criminal associations. Daytime delivery is better than night. Drivers are tracked by GPS and must stay inside “geofences” — known safe routes. Foraying outside these alerts the system.

Vega says the key is to learn from the data. “Everyone says it’s good to learn from your mistakes, but it’s even better to learn from other people’s mistakes.”

The use of big data to anticipate crime is at the center of the approach of another tech-savvy entrepreneur, Pedro Moura Costa, the founder of BVRio Institute, an organization that seeks market solutions to environmental issues.

Organized crime is targeting everything from highway robbery to the illegal plunder of tropical hardwoods in the Amazon while online crime such as credit card fraud is also rampant, analysts say….(More)”.

The People vs. Democracy: Why Our Freedom Is in Danger and How to Save It

Curated on Posted on by Stefaan Verhulst

Book by Yascha Mounk: “The world is in turmoil. From India to Turkey and from Poland to the United States, authoritarian populists have seized power. As a result, Yascha Mounk shows, democracy itself may now be at risk.

Two core components of liberal democracy—individual rights and the popular will—are increasingly at war with each other. As the role of money in politics soared and important issues were taken out of public contestation, a system of “rights without democracy” took hold. Populists who rail against this say they want to return power to the people. But in practice they create something just as bad: a system of “democracy without rights.”

The consequence, Mounk shows in The People vs. Democracy, is that trust in politics is dwindling. Citizens are falling out of love with their political system. Democracy is wilting away. Drawing on vivid stories and original research, Mounk identifies three key drivers of voters’ discontent: stagnating living standards, fears of multiethnic democracy, and the rise of social media. To reverse the trend, politicians need to enact radical reforms that benefit the many, not the few.

The People vs. Democracy is the first book to go beyond a mere description of the rise of populism. In plain language, it describes both how we got here and where we need to go. For those unwilling to give up on either individual rights or the popular will, Mounk shows, there is little time to waste: this may be our last chance to save democracy….(More)”

Law, Metaphor, and the Encrypted Machine

Curated on Posted on by Stefaan Verhulst

Paper by Lex Gill: “The metaphors we use to imagine, describe and regulate new technologies have profound legal implications. This paper offers a critical examination of the metaphors we choose to describe encryption technology in particular, and aims to uncover some of the normative and legal implications of those choices.

Part I provides a basic description of encryption as a mathematical and technical process. At the heart of this paper is a question about what encryption is to the law. It is therefore fundamental that readers have a shared understanding of the basic scientific concepts at stake. This technical description will then serve to illustrate the host of legal and political problems arising from encryption technology, the most important of which are addressed in Part II. That section also provides a brief history of various legislative and judicial responses to the encryption “problem,” mapping out some of the major challenges still faced by jurists, policymakers and activists. While this paper draws largely upon common law sources from the United States and Canada, metaphor provides a core form of cognitive scaffolding across legal traditions. Part III explores the relationship between metaphor and the law, demonstrating the ways in which it may shape, distort or transform the structure of legal reasoning. Part IV demonstrates that the function served by legal metaphor is particularly determinative wherever the law seeks to integrate novel technologies into old legal frameworks. Strong, ubiquitous commercial encryption has created a range of legal problems for which the appropriate metaphors remain unfixed. Part V establishes a loose framework for thinking about how encryption has been described by courts and lawmakers — and how it could be. What does it mean to describe the encrypted machine as a locked container or building? As a combination safe? As a form of speech? As an untranslatable library or an unsolvable puzzle? What is captured by each of these cognitive models, and what is lost? This section explores both the technological accuracy and the legal implications of each choice. Finally, the paper offers a few concluding thoughts about the utility and risk of metaphor in the law, reaffirming the need for a critical, transparent and lucid appreciation of language and the power it wields….(More)”.