UK can lead the way on ethical AI, says Lords Committee

Curated on Posted on by Stefaan Verhulst

Lords Select Committee: “The UK is in a strong position to be a world leader in the development of artificial intelligence (AI). This position, coupled with the wider adoption of AI, could deliver a major boost to the economy for years to come. The best way to do this is to put ethics at the centre of AI’s development and use concludes a report by the House of Lords Select Committee on Artificial Intelligence, AI in the UK: ready, willing and able?, published today….

One of the recommendations of the report is for a cross-sector AI Code to be established, which can be adopted nationally, and internationally. The Committee’s suggested five principles for such a code are:

  1. Artificial intelligence should be developed for the common good and benefit of humanity.
  2. Artificial intelligence should operate on principles of intelligibility and fairness.
  3. Artificial intelligence should not be used to diminish the data rights or privacy of individuals, families or communities.
  4. All citizens should have the right to be educated to enable them to flourish mentally, emotionally and economically alongside artificial intelligence.
  5. The autonomous power to hurt, destroy or deceive human beings should never be vested in artificial intelligence.

Other conclusions from the report include:

  • Many jobs will be enhanced by AI, many will disappear and many new, as yet unknown jobs, will be created. Significant Government investment in skills and training will be necessary to mitigate the negative effects of AI. Retraining will become a lifelong necessity.
  • Individuals need to be able to have greater personal control over their data, and the way in which it is used. The ways in which data is gathered and accessed needs to change, so that everyone can have fair and reasonable access to data, while citizens and consumers can protect their privacy and personal agency. This means using established concepts, such as open data, ethics advisory boards and data protection legislation, and developing new frameworks and mechanisms, such as data portability and data trusts.
  • The monopolisation of data by big technology companies must be avoided, and greater competition is required. The Government, with the Competition and Markets Authority, must review the use of data by large technology companies operating in the UK.
  • The prejudices of the past must not be unwittingly built into automated systems. The Government should incentivise the development of new approaches to the auditing of datasets used in AI, and also to encourage greater diversity in the training and recruitment of AI specialists.
  • Transparency in AI is needed. The industry, through the AI Council, should establish a voluntary mechanism to inform consumers when AI is being used to make significant or sensitive decisions.
  • At earlier stages of education, children need to be adequately prepared for working with, and using, AI. The ethical design and use of AI should become an integral part of the curriculum.
  • The Government should be bold and use targeted procurement to provide a boost to AI development and deployment. It could encourage the development of solutions to public policy challenges through speculative investment. There have been impressive advances in AI for healthcare, which the NHS should capitalise on.
  • It is not currently clear whether existing liability law will be sufficient when AI systems malfunction or cause harm to users, and clarity in this area is needed. The Committee recommend that the Law Commission investigate this issue.
  • The Government needs to draw up a national policy framework, in lockstep with the Industrial Strategy, to ensure the coordination and successful delivery of AI policy in the UK….(More)”.

From Texts to Tweets to Satellites: The Power of Big Data to Fill Gender Data Gaps

Curated on Posted on by Stefaan Verhulst

 at UN Foundation Blog: “Twitter posts, credit card purchases, phone calls, and satellites are all part of our day-to-day digital landscape.

Detailed data, known broadly as “big data” because of the massive amounts of passively collected and high-frequency information that such interactions generate, are produced every time we use one of these technologies. These digital traces have great potential and have already developed a track record for application in global development and humanitarian response.

Data2X has focused particularly on what big data can tell us about the lives of women and girls in resource-poor settings. Our research, released today in a new report, Big Data and the Well-Being of Women and Girls, demonstrates how four big data sources can be harnessed to fill gender data gaps and inform policy aimed at mitigating global gender inequality. Big data can complement traditional surveys and other data sources, offering a glimpse into dimensions of girls’ and women’s lives that have otherwise been overlooked and providing a level of precision and timeliness that policymakers need to make actionable decisions.

Here are three findings from our report that underscore the power and potential offered by big data to fill gender data gaps:

  1. Social media data can improve understanding of the mental health of girls and women.

Mental health conditions, from anxiety to depression, are thought to be significant contributors to the global burden of disease, particularly for young women, though precise data on mental health is sparse in most countries. However, research by Georgia Tech University, commissioned by Data2X, finds that social media provides an accurate barometer of mental health status…..

  1. Cell phone and credit card records can illustrate women’s economic and social patterns – and track impacts of shocks in the economy.

Our spending priorities and social habits often indicate economic status, and these activities can also expose economic disparities between women and men.

By compiling cell phone and credit card records, our research partners at MIT traced patterns of women’s expenditures, spending priorities, and physical mobility. The research found that women have less mobility diversity than men, live further away from city centers, and report less total expenditure per capita…..

  1. Satellite imagery can map rivers and roads, but it can also measure gender inequality.

Satellite imagery has the power to capture high-resolution, real-time data on everything from natural landscape features, like vegetation and river flows, to human infrastructure, like roads and schools. Research by our partners at the Flowminder Foundation finds that it is also able to measure gender inequality….(More)”.

Behavior Change for Good Initiative

Curated on Posted on by Stefaan Verhulst

“At the Behavior Change for Good Initiative, we know that solving the mystery of enduring behavior change offers an enormous opportunity to improve lives. We unite an interdisciplinary team of scientists with leading practitioners in education, healthcare, and consumer financial services, all of whom seek to address the question: How can we make behavior change stick?…

We are developing an interactive digital platform to improve daily decisions about health, education, and savings. For the first time, a world-class team of scientific experts will be able to continually test and improve a behavior change program by seamlessly incorporating the latest insights from their research into massive random-assignment experiments. Their interactive digital platform seeks to improve daily health, education, and savings decisions of millions…(More)”.

”

Use of data & technology for promoting waste sector accountability in Nepal

Curated on Posted on by Stefaan Verhulst

Saroj Bista at YoungInnovations: “All the Nepalese people are saddened to see waste abandoned in the Capital, Kathmandu. Among them, many are concerned to find solutions to such a problem, including Kathmandu City. A 2015 report stated that Kathmandu Metropolitan City (KMC) alone receives 525 tonnes of waste in a day while it manages to collect 516 tonnes out if it, meaning that 8 tonnes of waste are left/abandoned….

Despite many stakeholders including the government sector, non-governmental organizations, private sectors have been working to address the problem associated with solid waste mapping in urban sector, the problem continued to exist.

YoungInnovations and Clean Up Nepal came together to discuss if we could tackle this problem. We discussed if keeping track of everybody’s efforts as well as noticing every piece of waste in the city raises accountability of stakeholders adds a value. YoungInnovations has over a decade of experience in developing data and evidence-based tech solutions to problem. Clean Up Nepal is a civil society organization working to provide an enabling environment to improve solid waste management and water, sanitation and hygiene in Nepal by working closely with local communities and relevant stakeholders. In this, both the organizations agreed to work mixing the expertise of each other to offer the government with an technology that avails stakeholders with proper data related to solid waste and its management.

Also, the preliminary idea was tested with some ongoing initiatives of such kind (Waste Atlas, Letsdoitworld etc) while consultations were held with some of the organizations like The GovLab, ICIMOD learn from their expertise on open data as well as environmental aspects. A remarkable example of smart waste management being carried out in Ulaanbaatar, Capital of Mongolia did motivate us to test the idea in Nepal….

Nepal Waste Map Web App

Nepal Waste Map web is a composite of several features primarily focused at the following:

  1. Display of key stats and information about solid waste
  2. Admin panel to interact with the data for taking possible actions (update, edit and delete)…

Nepal Waste Map Mobile

A Mobile App primarily reflects Nepal Waste Map in the mobile phones. Most of the features resemble with the Nepal Waste Map Web App.

However, some functionalities in the app are key in terms of data aspects:

Crowdsourcing Functionality

Any public (users) who use the app can report issues related to illegal waste dumping and waste esp. Plastic burning. Example: if I saw somebody burning plastic wastes, I can use the app for reporting such an incident along with the photo as evidence as well as coordinates. The admin of the web app can view the report in a real time and take action (not limited to defined as acknowledge and marking resolved)…(More)”.

Data rights are civic rights: a participatory framework for GDPR in the US?

Curated on Posted on by Stefaan Verhulst

Elena Souris and Hollie Russon Gilman at Vox: “…While online rights are coming into question, it’s worth considering how those will overlap with offline rights and civic engagement.

The two may initially seem completely separate, but democracy itself depends on information and communication, and a balance of privacy (secret ballot) and transparency. As communication moves almost entirely to networked online technology platforms, the governance questions surrounding data and privacy have far-reaching civic and political implications for how people interact with all aspects of their lives, from commerce and government services to their friends, families, and communities. That is why we need a conversation about data protections, empowering users with their own information, and transparency — ultimately, data rights are now civic rights…

What could a golden mean in the US look like? Is it possible to take principles of the GDPR and apply a more community based, citizen-centric approach across states and localities in the United States? Could a US version of the GDPR be designed in a way that included public participation? Perhaps there could be an ongoing participatory role? Most of all, the questions underpinning data regulation need to serve as an impetus for an honest conversation about equity across digital access, digital literacy, and now digital privacy.

Across the country, we’re already seeing successful experiments with a more citizen-inclusive democracy, with localities and cities rising as engines of American re-innovationand laboratories of participatory democracy. Thanks to our federalist system, states are already paving the way for greater electoral reform, from public financing of campaigns to experiments with structures such as ranked-choice voting.

In these local federalist experiments, civic participation is slowly becoming a crucial tool. Innovations from participatory budgeting to interactive policy co-production sessions are giving people in communities a direct say in public policies. For example, the Rural Climate Dialogues in Minnesota empower rural residents to impact policy on long-term climate mitigation. Bowling Green, Kentucky, recently used the online deliberation platform Polisto identify common policy areas for consensus building. Scholars have been writing about various potential participatory models for our digital lives as well, including civic trusts.

Can we take these principles and begin a serious conversation for how to translate the best privacy practices, tools, and methods to ensure that people’s valuable online and offline resources — including their trust, attention span, and vital information — are also protected and honored? Since the people are a primary stakeholder in the conversation about civic data and data privacy, they should have a seat at the table.

Including citizens and residents in these conversations could have a big policy impact. First, working toward a participatory governance framework for civic data would enable people to understand the value of their data in the open market. Second, it would provide greater transparency to the value of networks — an individual’s social graph, a valuable asset, which, until now, people are generating in aggregate without anything in return. Third, it could amplify concerns of more vulnerable data users, including elderly or tech-illiterate citizens — and even refugees and international migrants, as Andrew Young and Stefaan Verhulst recently argued in the Stanford Social Innovation Review.

There are already templates and road maps for responsible data, but talking to those users themselves with a participatory governance approach could make them even more effective. Finally, citizens can help answer tough questions about what we value and when and how we need to make ethical choices with data.

Because data-collecting organizations will have to comply abroad soon, the GDPR is a good opportunity for the American social sector to consider data rights as civic rights and incorporate a participatory process to meet this challenge. Instead of simply assuming regulatory agencies will pave the way, a more participatory data framework could foster an ongoing process of civic empowerment and make the outcome more effective. It’s too soon to know the precise forms or mechanisms new data regulation should take. Instead of a rigid, predetermined format, the process needs to be community-driven by design — ensuring traditionally marginalized communities are front and center in this conversation, not only the elites who already hold the microphone.

It won’t be easy. Building a participatory governance structure for civic data will require empathy, compromise, and potentially challenging the preconceived relationship between people, institutions, and their information. The interplay between our online and offline selves is a continuous process of learning error. But if we simply replicate the top-down structures of the past, we can’t evolve toward a truly empowered digital democratic future. Instead, let’s use the GDPR as an opening in the United States for advancing the principles of a more transparent and participatory democracy….(More)”.

Friends with Academic Benefits

Curated on Posted on by Stefaan Verhulst
Paper by Janice McCabe at Contexts: “Sometimes it’s a good thing to be like your friends, and sometimes it isn’t. . . . If they’re getting all As, of course I want to be like them,” said Valerie, an 18-year-old college student during her first year at “MU,” a large, public, four-year university in the Midwestern United States. Like Valerie, many college students use their friends as academic motivation, finding support among a close-knit group surrounding them. Other students view only certain groups of friends as academically helpful. Betsy explained that the friends on her dorm floor constantly help each other with schoolwork, but her friends from home do not. Still others desired more support and encouragement than they received from friends. Steve told me, “I’m doing it myself… I want [help], but at the same time I don’t really need it.” All three students graduated from MU within four years, yet reflect some of the wide array of experiences students have with their friend networks.

The new or interesting story isn’t just that Valerie, Betsy, and Steve’s friends had different social and academic impacts, but that they had various types of friendship networks. My research points to the importance of network structure—that is, the relationships among their friends—for college students’ success. Different network structures result from students’ experiences—such as race- and class-based marginalization on this predominantly White campus—and shape students’ experiences by helping or hindering them academically and socially.

I used social network techniques to analyze the friendship networks of 67 MU students and found they clumped into three distinctive types—tight-knitters, compartmentalizers, and samplers. Tight-knitters have one densely woven friendship group in which nearly all their friends are friends with one another. Compartmentalizers’ friends form two to four clusters, where friends know each other within clusters but rarely across them. And samplers make a friend or two from a variety of places, but the friends remain unconnected to each other. As shown in the figures, tight-knitters’ networks resemble a ball of yarn, compartmentalizers’ a bow-tie, and samplers’ a daisy. In these network maps, the person I interviewed is at the center and every other dot represents a friend, with lines representing connections among friends (that is, whether the person I interviewed believed that the two people knew each other). During the interviews, participants defined what friendship meant to them and listed as many friends as they liked (ranging from three to 45).

The students’ friendship network types influenced how friends matter for their academic and social successes and failures. Like Valerie, most Black and Latina/o students were tight-knitters. Their dense friendship networks provided a sense of home as a minority on a predominantly White campus. Tight-knit networks could provide academic support and motivation (as they did for Valerie) or pull students down academically if their friends lacked academic skills and motivation. Most White students were compartmentalizers like Betsy, and they succeeded with moderate levels of social support from friends and with social support and academic support from different clusters. Samplers came from a range of class and race backgrounds. Like Steve, samplers typically succeeded academically without relying on their friends. Friends were fun people who neither help nor hurt them academically. Socially, however, samplers reported feeling lonely and lacking social support….(More)”.

How open contracting helped fix Colombia’s biggest school meal program

Curated on Posted on by Stefaan Verhulst

Open Contracting Stories: “In the early hours of the morning, in an industrial area of Colombia’s capital, Bogotá, a warehouse hums with workers, their faces barely visible under white masks and hair nets. The walls are stacked with colored plastic crates. Filled with various fruit, cereals, drinks, and desserts, they will be packed into refrigerated trucks and delivered to public schools all over Bogotá before most children have settled in for their first classes. A similar operation is underway in five other warehouses across the city, as part of a $170 million program to ensure fresh, nutritious food reaches more than 800,000 hungry students between the age of four and 18 every day.

Food delivery and its quality have not always been so streamlined in the past. High poverty rates in the city mean that many children consume their main meal for the day at school. And getting those refreshments to the schools at over 700 locations each day is a huge logistical challenge. With a population of nearly nine million inhabitants, Bogotá is one of the largest cities in Latin America and one of the most traffic congested cities in the world.

Then there’s the notorious inefficiency and corruption in the provision of school meals across Colombia. Suppliers throughout the country have regularly been accused of failing to deliver food or inflating prices in scandalsthat made national headlines. In the city of Cartagena, chicken breasts sent to schools cost four times the amount as those at markets and the children reportedly never received 30 million meals. In the Amazonas region, an investigation by the Comptroller General found the price of a food contract was inflated by more than 297 million pesos (US$100,000), including pasta purchased at more than three times the market rate….

The solution, based on the pilot and these conversations, was to divide the process in two to cut out the middlemen and reduce transaction costs. The first part was sourcing the food. The second was to organize the assembly and distribution of the snacks to every school.

Suppliers are now commissioned by participating in a tender for a framework agreement that sets the general conditions and price caps, while quantities and final prices are established when a purchase is needed.

“In a normal contract, we say, for example, ‘you will give me five apples and they will cost 100.’ In a framework agreement, we say ‘you will provide me apples for one year at a maximum price of X’, and each time we put up a purchase order, we have several suppliers and capped prices. So they bid on purchase orders when needed,” explains Penagos.

Each food item has several suppliers under this new framework agreement. So if one supplier can’t fulfill the purchase order or has a logistical issue, another supplier can take over. This prevents a situation where suppliers have so much bargaining power that they can set their own prices and conditions knowing that the administration can’t refuse because it would mean the children don’t receive the food.

The purchase orders are filled each month on the government’s online marketplace, with the details of the order published for the public to see which supplier won…

Sharing information with the public, parents and potential suppliers was an important part of the plan, too. Details about how the meals were procured became available on a public online platform for all to see, in a way that was easy to understand.

Through a public awareness campaign, Angulo, the education secretary, told the public about the faults in the market that the secretariat had detected. They had changed the process of public contracting to be more transparent….(More).

The citation graph is one of humankind’s most important intellectual achievements

Curated on Posted on by Stefaan Verhulst

Dario Taraborelli at BoingBoing: “When researchers write, we don’t just describe new findings — we place them in context by citing the work of others. Citations trace the lineage of ideas, connecting disparate lines of scholarship into a cohesive body of knowledge, and forming the basis of how we know what we know.

Today, citations are also a primary source of data. Funders and evaluation bodies use them to appraise scientific impact and decide which ideas are worth funding to support scientific progress. Because of this, data that forms the citation graph should belong to the public. The Initiative for Open Citations was created to achieve this goal.

Back in the 1950s, reference works like Shepard’s Citations provided lawyers with tools to reconstruct which relevant cases to cite in the context of a court trial. No such a tool existed at the time for identifying citations in scientific publications. Eugene Garfield — the pioneer of modern citation analysis and citation indexing — described the idea of extending this approach to science and engineering as his Eureka moment. Garfield’s first experimental Genetics Citation Index, compiled by the newly-formed Institute for Scientific Information (ISI) in 1961, offered a glimpse into what a full citation index could mean for science at large. It was distributed, for free, to 1,000 libraries and scientists in the United States.

Fast forward to the end of the 20th century. the Web of Science citation index — maintained by Thomson Reuters, who acquired ISI in 1992 — has become the canonical source for scientists, librarians, and funders to search scholarly citations, and for the field of scientometrics, to study the structure and evolution of scientific knowledge. ISI could have turned into a publicly funded initiative, but it started instead as a for-profit effort. In 2016, Thomson Reuters sold its Intellectual Property & Science business to a private-equity fund for $3.55 billion. Its citation index is now owned by Clarivate Analytics.

Raw citation data being non-copyrightable, it’s ironic that the vision of building a comprehensive index of scientific literature has turned into a billion-dollar business, with academic institutions paying cripplingly expensive annual subscriptions for access and the public locked out.

Enter the Initiative for Open Citations.

In 2016, a small group founded the Initiative for Open Citations (I4OC) as a voluntary effort to work with scholarly publishers — who routinely publish this data — to persuade them to release it in the open and promote its unrestricted availability. Before the launch of the I4OC, only 1% of indexed scholarly publications with references were making citation data available in the public domain. When the I4OC was officially announced in 2017, we were able to report that this number had shifted from 1% to 40%. In the main, this was thanks to the swift action of a small number of large academic publishers.

In April 2018, we are celebrating the first anniversary of the initiative. Since the launch, the fraction of indexed scientific articles with open citation data (as measured by Crossref) has surpassed 50% and the number of participating publishers has risen to 490. Over half a billion references are now openly available to the public without any copyright restriction. Of the top-20 biggest publishers with citation data, all but 5 — Elsevier, IEEE, Wolters Kluwer Health, IOP Publishing, ACS — now make this data open via Crossref and its APIs. Over 50 organisations — including science funders, platforms and technology organizations, libraries, research and advocacy institutions — have joined us in this journey to help advocate and promote the reuse of open citations….(More)”.

Blockchain Slashes US Govt. Contract Award Time From 100 To 10 Days

Curated on Posted on by Stefaan Verhulst

Article by Cameron Bishop: “…The US General services Administration built the first federal procurement blockchain proof of concept about six months ago. The procurement blockchain was built to demonstrate how the distributed ledger technology can modernize federal procurement. The pilot project made them realize that blockchain, when combined with artificial intelligence and robotics, provides the foundational architecture for widespread automation.

The proof of concept, which was built in seven weeks, automated the procurement process. More importantly, it reduced the average contract award time from 100 days to less than 10 days. Complex tasks such as financial review was automated through the use of blockchain. It also eliminated human error, bias and subjectivity from the process. A smart contract deployed in the blockchain automatically calculated the financial health score from the offerors’ balance sheets and income statements. The entire process was standardized using commercial and government practices.

Furthermore, the use of blockchain ledger ensured that vendors were kept abreast of the developments. Vendors received alerts on a real-time basis as the offers progress through the workflow. This made the process transparent, while preserving the privacy of each transaction. The success of this pilot project is expected to bring a drastic change in the federal procurement process.

While a blockchain can be public, permissioned, and private, federal agencies may opt for a private blockchain to facilitate procurement transactions among pre-screened vendors with digital identity certificates.

The Federal Acquisition Regulation (FAR) provides guidelines to ensure integrity, openness and fairness in federal procurement. The blockchain technology will enforce those policies through a system of procedural trust embedded into the platform.

By using blockchain technology, the federal procurement process can be more transparent, efficient, faster, and less vulnerable to fraud and abuse. More importantly, by design, a blockchain preserves the integrity of the assets and transactions between multiple parties within the value chain. Additionally, blockchain will avoid unnecessary litigations, while promoting competition in a healthy manner. It will also provide an organization with unique insights into the procurement value chain unavailable previously….(More)”.

Participatory Budgeting: Step to Building Active Citizenship or a Distraction from Democratic Backsliding?

Curated on Posted on by Stefaan Verhulst

David Sasaki: “Is there any there there? That’s what we wanted to uncover beneath the hype and skepticism surrounding participatory budgeting, an innovation in democracy that began in Brazil in 1989 and has quickly spread to nearly every corner of the world like a viral hashtag….We ended up selecting two groups of consultants for two phases of work. The first phase was led by three academic researchers — Brian Wampler, Mike Touchton and Stephanie McNulty — to synthesize what we know broadly about PB’s impact and where there are gaps in the evidence. mySociety led the second phase, which originally intended to identify the opportunities and challenges faced by civil society organizations and public officials that implement participatory budgeting. However, a number of unforeseen circumstances, including contested elections in Kenya and a major earthquake in Mexico, shifted mySociety’s focus to take a global, field-wide perspective.

In the end, we were left with two reports that were similar in scope and differed in perspective. Together they make for compelling reading. And while they come from different perspectives, they settle on similar recommendations. I’ll focus on just three: 1) the need for better research, 2) the lack of global coordination, and 3) the emerging opportunity to link natural resource governance with participatory budgeting….

As we consider some preliminary opportunities to advance participatory budgeting, we are clear-eyed about the risks and challenges. In the face of democratic backsliding and the concern that liberal democracy may not survive the 21st century, are these efforts to deepen local democracy merely a distraction from a larger threat, or is this a way to build active citizenship? Also, implementing PB is expensive — both in terms of money and time; is it worth the investment? Is PB just the latest checkbox for governments that want a reputation for supporting citizen participation without investing in the values and process it entails? Just like the proliferation of fake “consultation meetings,” fake PB could merely exacerbate our disappointment with democracy. What should we make of the rise of participatory budgeting in quasi-authoritarian contexts like China and Russia? Is PB a tool for undemocratic central governments to keep local governments in check while giving citizens a simulacrum of democratic participation? Crucially, without intentional efforts to be inclusive like we’ve seen in Boston, PB could merely direct public resources to those neighborhoods with the most outspoken and powerful residents.

On the other hand, we don’t want to dismiss the significant opportunities that come with PB’s rapid global expansion. For example, what happens when social movements lose their momentum between election cycles? Participatory budgeting could create a civic space for social movements to pursue concrete outcomes while engaging with neighbors and public officials. (In China, it has even helped address the urban-rural divide on perspectives toward development policy.) Meanwhile, social media have exacerbated our human tendency to complain, but participatory budgeting requires us to shift our perspective from complaints to engaging with others on solutions. It could even serve as a gateway to deeper forms of democratic participation and increased trust between governments, civil society organizations, and citizens. Perhaps participatory budgeting is the first step we need to rebuild our civic infrastructure and make space for more diverse voices to steer our complex public institutions.

Until we have more research and evidence, however, these possibilities remain speculative….(More)”.