Why the wealthiest countries are also the most open with their data

Curated on Posted on by Stefaan Verhulst
Emily Badger in the Washington Post: “The Oxford Internet Institute this week posted a nice visualization of the state of open data in 70 countries around the world, reflecting the willingness of national governments to release everything from transportation timetables to election results to machine-readable national maps. The tool is based on the Open Knowledge Foundation’s Open Data Index, an admittedly incomplete but telling assessment of who willingly publishes updated, accurate national information on, say, pollutants (Sweden) and who does not (ahem, South Africa).

Oxford Internet Institute
Tally up the open data scores for these 70 countries, and the picture looks like this, per the Oxford Internet Institute (click on the picture to link through to the larger interactive version):
Oxford Internet Institute
…With apologies for the tiny, tiny type (and the fact that many countries aren’t listed here at all), a couple of broad trends are apparent. For one, there’s a prominent global “openness divide,” in the words of the Oxford Internet Institute. The high scores mostly come from Europe and North America, the low scores from Asia, Africa and Latin America. Wealth is strongly correlated with “openness” by this measure, whether we look at World Bank income groups or Gross National Income per capita. By the OII’s calculation, wealth accounts for about a third of the variation in these Open Data Index scores.
Perhaps this is an obvious correlation, but the reasons why open data looks like the luxury of rich economies are many, and they point to the reality that poor countries face a lot more obstacles to openness than do places like the United States. For one thing, openness is also closely correlated with Internet penetration. Why open your census results if people don’t have ways to access it (or means to demand it)? It’s no easy task to do this, either.”

The intelligent citizen

Curated on Posted on by Stefaan Verhulst

John Bell in AlJazeera: “A quarter century after the demise of the Soviet Union, is the Western model of government under threat? …. The pressures are coming from several directions.
All states are feeling the pressure from unregulated global flows of capital that create obscene concentrations of wealth, and an inability of the nation-state to respond.Relatedly, citizens either ignore or distrust traditional institutions, and ethnic groups demand greater local autonomy.
A recent Pew survey shows that Americans aged 18-33 mostly identify as political independents and distrust institutions. The classic model is indeed frayed, and new developments have made it feel like very old cloth.
One natural reflex is to assert even greater control, a move suited to the authoritarians, such as China, Russia or General Abdel Fattah al-Sisi‘s Egypt: Strengthen the nation by any means to withstand the pressures. The reality, however, is that all systems, democracies or otherwise, were designed for an industrial age, and the management of an anonymous mass, and cannot cope with globalised economics and the information world of today.
The question remains: What can effectively replace the Western model? The answer may not lie only in the invention of new structures, but in the improvement of a key component found in all: The citizen.
The citizen today is mostly a consumer, focused on the purchase of goods or services, or the insistent consumption of virtual information, often as an ersatz politics. Occasionally, when a threat rises, he or she also becomes a demandeur of absolute security from the state. Indeed, some are using the new technologies for democratic purposes, they are better informed, criticise abuse or corruption, and organise and rally movements.
But, the vast majority is politically disengaged and cynical of political process; many others are too busy trying to survive to even care. A grand apathy has set in, the stage left vacant for a very few extremists, or pied pipers of the old tunes of nationalisms and tribal belonging disguised as leaders. The citizen is either invisible in this circus, an endangered species in the 21st century, or increasingly drawn to dark and polarising forces.
Some see the glass as half full and believe that technology and direct democracy can bridge the gaps. Indeed, the internet provides a plethora of information and a greater sense of empowerment. Lesser-known protests in Bosnia have led to direct democracy plenums, and the Swiss do revert to national referenda. However, whether direct or representative, democracy will still depend on the quality of the citizen, and his or her decisions.
Opinion, dogma and bias
Opinion, dogma and bias remain common political operating system and, as a result, our politics are still an unaffordable game of chance. The optimists may be right, but discussions in social media on issues ranging from Ukraine to gun control reveal more deep bias and the lure of excitement than the pursuit of a constructive answer.
People crave excitement in their politics. Whether it is through asserting their own opinion or in battling others, politics offers a great ground for this high. The cost, however, comes in poor judgment and dangerous decisions. George W. Bush was elected twice, Vladimir Putin has much support, climate change is denied, and an intoxicated Mayor of Toronto, Rob Ford, may be re-elected.
Few are willing to admit their role in this state of affairs, but they will gladly see the ill in others. Even fewer, including often myself, will admit that they don’t really know how to think through a challenge, political or otherwise. This may seem absurd, thinking feels as natural as walking, but the formation of political opinion is a complex affair, a flawed duet between our minds and outside input. Media, government propaganda, family, culture, and our own unique set of personal experiences, from traumas to chance meetings, all play into the mix. High states of emotion, “excitement”, also weigh in, making us dumb and easily manipulated….
This step may also be a precursor for another that involves the ordinary person. Today being a citizen involves occasional voting, politics as spectator sport, and, among some, being a watchdog against corruption or street activism. What may be required is more citizens’ participation in local democracy, not just in assemblies or casting votes, but in local management and administration.
This will help people understand the complexities of politics, gain greater responsibility, and mitigate some of the vices of centralisation and representative democracy. It may also harmonise with the information age, where everyone, it seems, wishes to be empowered.
Do people have time in their busy lives? A rotational involvement in local affairs can help solve this, and many might even find the engagement enjoyable. This injection of a real citizen into the mix may improve the future of politics while large institutions continue to hum their tune.
In the end, a citizen who has responsibility for his actions can probably make any structure work, while rejecting any that would endanger his independence and dignity. The rise of a more intelligent and committed citizen may clarify politics, improve liberal democracies, and make populism and authoritarianism less appealing and likely paths.”

Social Media as Government Watchdog

Curated on Posted on by Stefaan Verhulst

Gordon Crovitz in the Wall Street Journal: “Two new data points for the debate on whether greater access to the Internet leads to more freedom and fewer authoritarian regimes:

According to reports last week, Facebook plans to buy a company that makes solar-powered drones that can hover for years at high altitudes without refueling, which it would use to bring the Internet to parts of the world not yet on the grid. In contrast to this futuristic vision, Russia evoked land grabs of the analog Soviet era by invading Crimea after Ukrainians forced out Vladimir Putin‘s ally as president.
Internet idealists can point to another triumph in helping bring down Ukraine’s authoritarian government. Ukrainian citizens ignored intimidation including officious text messages: “Dear subscriber, you are registered as a participant in a mass disturbance.” Protesters made the most of social media to plan demonstrations and avoid attacks by security forces.
But Mr. Putin quickly delivered the message that social media only goes so far against a fully committed authoritarian. His claim that he had to invade to protect ethnic Russians in Crimea was especially brazen because there had been no loud outcry, on social media or otherwise, among Russian speakers in the region.
A new book reports the state of play on the Internet as a force for freedom. For a decade, Emily Parker, a former Wall Street Journal editorial-page writer and State Department staffer, has researched the role of the Internet in China, Cuba and Russia. The title of her book, “Now I Know Who My Comrades Are,” comes from a blogger in China who explained to Ms. Parker how the Internet helps people discover they are not alone in their views and aspirations for liberty.
Officials in these countries work hard to keep critics isolated and in fear. In Russia, Ms. Parker notes, there is also apathy because the Putin regime seems so entrenched. “Revolutions need a spark, often in the form of a political or economic crisis,” she observes. “Social media alone will not light that spark. What the Internet does create is a new kind of citizen: networked, unafraid, and ready for action.”
Asked about lessons from the invasion of Crimea, Ms. Parker noted that the Internet “chips away at Russia’s control over information.” She added: “Even as Russian state media tries to shape the narrative about Ukraine, ordinary Russians can go online to seek the truth.”
But this same shared awareness may also be accelerating a decline in U.S. influence. In the digital era, U.S. failure to make good on its promises reduces the stature of Washington faster than similar inaction did in the past.
Consider the Hungarian uprising of 1956, the first significant rebellion against Soviet control. The U.S. secretary of state, John Foster Dulles, said: “To all those suffering under communist slavery, let us say you can count on us.” Yet no help came as Soviet tanks rolled into Budapest, tens of thousands were killed, and the leader who tried to secede from the Warsaw Pact, Imre Nagy, was executed.
There were no Facebook posts or YouTube videos instantly showing the result of U.S. fecklessness. In the digital era, scenes of Russian occupation of Crimea are available 24/7. People can watch Mr. Putin’s brazen press conferences and see for themselves what he gets away with.
The U.S. stood by as Syrian civilians were massacred and gassed. There was instant global awareness when President Obama last year backed down from enforcing his “red line” when the Syrian regime used chemical weapons. American inaction in Syria sent a green light for Mr. Putin and others around the world to act with impunity.
Just in recent weeks, Iran tried to ship Syrian rockets to Gaza to attack Israel; Moscow announced it would use bases in Cuba, Venezuela and Nicaragua for its navy and bombers; and China budgeted a double-digit increase in military spending as President Obama cut back the U.S. military.
All institutions are more at risk in this era of instant communication and awareness. Reputations get lost quickly, whether it’s a misstep by a company, a gaffe by a politician, or a lack of resolve by an American president.
Over time, the power of the Internet to bring people together will help undermine authoritarian governments. But as Mr. Putin reminds us, in the short term a peaceful world depends more on a U.S. resolute in using its power and influence to deter aggression.”

Are Cities Losing Control Over 'Smart' Initiatives?

Curated on Posted on by Stefaan Verhulst

Opinion by Alex Marshall in GovTech: “From the thermostats on our walls to the sensors under the asphalt of our streets, digital technology – the so-called Internet of things – is pervading and infecting every aspect of our lives.
As this technology comes to cities, whether lazy suburban ones or frenetic urban centers, it is increasingly wearing the banner of “Smart Cities.” Like those other S-words and phrases, such as smart growth and sustainability, a smart city can be just about anything to anybody, and therein lies both its utility and danger. I use the term to mean the marrying of our places with the telecommunications revolution that has took hold over the last half century, including the silicon chip, the Internet, the fiber optic line and broadband networks.
Because this transformation is so broad and deep, it’s impossible to list or even dream of all the different ways we will reshape our communities, any more than we could 100 years ago name all the ways the then-new technologies of electricity or phone service would be employed. But we can list some of the ways digital technologies are being used right now. It’s sensors in sewers, face-recognizing cameras in plazas, and individual streetlights being controlled through a dial in an office at City Hall. It’s entire new cities arising out of the ground, like Songdo in South Korea or others in the Middle East….
But as wondrous as these new technologies are, we should remember an old truth: Whether it’s the silicon chip or the entire Internet, they are just tools that deliver power and possibilities to whoever wields them. So, it’s important to know and to think about who will and should control these tools. A policeman can use street cameras with facial recognition software to look for a thief, or a dictator can use them to hunt for dissidents. So far, different cities even within the same country are answering that question differently.”

This algorithm can predict a revolution

Curated on Posted on by Stefaan Verhulst

Russell Brandom at the Verge: “For students of international conflict, 2013 provided plenty to examine. There was civil war in Syria, ethnic violence in China, and riots to the point of revolution in Ukraine. For those working at Duke University’s Ward Lab, all specialists in predicting conflict, the year looks like a betting sheet, full of predictions that worked and others that didn’t pan out.

Guerrilla campaigns intensified, proving out the prediction

When the lab put out their semiannual predictions in July, they gave Paraguay a 97 percent chance of insurgency, largely based on reports of Marxist rebels. The next month, guerrilla campaigns intensified, proving out the prediction. In the case of China’s armed clashes between Uighurs and Hans, the models showed a 33 percent chance of violence, even as the cause of each individual flare-up was concealed by the country’s state-run media. On the other hand, the unrest in Ukraine didn’t start raising alarms until the action had already started, so the country was left off the report entirely.

According to Ward Lab’s staff, the purpose of the project isn’t to make predictions but to test theories. If a certain theory of geopolitics can predict an uprising in Ukraine, then maybe that theory is onto something. And even if these specialists could predict every conflict, it would only be half the battle. “It’s a success only if it doesn’t come at the cost of predicting a lot of incidents that don’t occur,” says Michael D. Ward, the lab’s founder and chief investigator, who also runs the blog Predictive Heuristics. “But it suggests that we might be on the right track.”

If a certain theory of geopolitics can predict an uprising in Ukraine, maybe that theory is onto something

Forecasting the future of a country wasn’t always done this way. Traditionally, predicting revolution or war has been a secretive project, for the simple reason that any reliable prediction would be too valuable to share. But as predictions lean more on data, they’ve actually become harder to keep secret, ushering in a new generation of open-source prediction models that butt against the siloed status quo.

Will this country’s government face an acute existential threat in the next six months?

The story of automated conflict prediction starts at the Defense Advance Research Projects Agency, known as the Pentagon’s R&D wing. In the 1990s, DARPA wanted to try out software-based approaches to anticipating which governments might collapse in the near future. The CIA was already on the case, with section chiefs from every region filing regular forecasts, but DARPA wanted to see if a computerized approach could do better. They looked at a simple question: will this country’s government face an acute existential threat in the next six months? When CIA analysts were put to the test, they averaged roughly 60 percent accuracy, so DARPA’s new system set the bar at 80 percent, looking at 29 different countries in Asia with populations over half a million. It was dubbed ICEWS, the Integrated Conflict Early Warning System, and it succeeded almost immediately, clearing 80 percent with algorithms built on simple regression analysis….

On the data side, researchers at Georgetown University are cataloging every significant political event of the past century into a single database called GDELT, and leaving the whole thing open for public research. Already, projects have used it to map the Syrian civil war and diplomatic gestures between Japan and South Korea, looking at dynamics that had never been mapped before. And then, of course, there’s Ward Lab, releasing a new sheet of predictions every six months and tweaking its algorithms with every development. It’s a mirror of the same open-vs.-closed debate in software — only now, instead of fighting over source code and security audits, it’s a fight over who can see the future the best.”

The Problem With Serious Games–Solved

Curated on Posted on by Stefaan Verhulst
Emerging Technology From the arXiv:” Serious games are becoming increasingly popular but the inability to generate realistic new content has hampered their progress. Until now.

Here’s an imaginary scenario: you’re a law enforcement officer confronted with John, a 21-year-old male suspect who is accused of breaking into a private house on Sunday evening and stealing a laptop, jewellery and some cash. Your job is to find out whether John has an alibi and if so whether it is coherent and believable.
That’s exactly the kind of scenario that police officers the world over face on a regular basis. But how do you train for such a situation? How do you learn the skills necessary to gather the right kind of information?
An increasingly common way of doing this is with serious games, those designed primarily for purposes other than entertainment. In the last 10 years or so, medical, military and commercial organisations all over the world began to experiment with game-based scenarios that are designed to teach people how to perform their jobs and tasks in realistic situations.
But there is a problem with serious games which require realistic interaction is with another person. It’s relatively straightforward to design one or two scenarios that are coherent, lifelike and believable but it’s much harder to generate them continually on an ongoing basis.
Imagine in the example above, that John is a computer-generated character. What kind of activities could he describe that would serve as a believable, coherent alibi for Sunday evening? And how could he do it a thousand times, each describing a different realistic alibi. Therein lies the problem.
Today, Sigal Sina at Bar-Ilan University in Israel, and a couple pals, say they’ve solved this probelm. These guys have come up with a novel way of generating ordinary, realistic scenarios that can be cut and pasted into a serious game to serve exactly this purpose. The secret sauce in their new approach is to crowdsource the new scenarios from real people using Amazon’s Mechanical Turk service.
The approach is straightforward. Sina and co simply ask Turkers to answer a set of questions asking what they did during each one-hour period throughout various days, offering bonuses to those who provide the most varied detail.
They then analyse the answers, categorising activities by factors such as the times they are performed, the age and sex of the person doing it, the number of people involved and so on.
This then allows a computer game to cut and paste activities into the action at appropriate times. So for example, the computer can select an appropriate alibi for John on a Sunday evening by choosing an activity described by a male Turker for the same time while avoiding activitiesthat a woman might describe for a Friday morning, which might otherwise seem unbelievable. The computer also changes certain details in the narrative, such as names, locations and so on to make the narrative coherent with John’s profile….
That solves a significant problem with serious games. Until now, developers have had to spend an awful lot of time producing realistic content, a process known as procedural content generation. That’s always been straightforward for things like textures, models and terrain in game settings. Now, thanks to this new crowdsourcing technique, it can be just as easy for human interactions in serious games too.
Ref:  arxiv.org/abs/1402.5034 : Using the Crowd to Generate Content for Scenario-Based Serious-Games”

Four Threats to American Democracy

Curated on Posted on by Stefaan Verhulst

Jared Diamond in Governance: “The U.S. government has spent the last two years wrestling with a series of crises over the federal budget and debt ceiling. I do not deny that our national debt and the prospect of a government shutdown pose real problems. But they are not our fundamental problems, although they are symptoms of them. Instead, our fundamental problems are four interconnected issues combining to threaten a breakdown of effective democratic government in the United States.
Why should we care? Let’s remind ourselves of the oft-forgotten reasons why democracy is a superior form of government (provided that it works), and hence why its deterioration is very worrisome. (Of course, I acknowledge that there are many countries in which democracy does not work, because of the lack of a national identity, of an informed electorate, or of both). The advantages of democracy include the following:

  • In a democracy, one can propose and discuss virtually any idea, even if it is initially unpalatable to the government. Debate may reveal the idea to be the best solution, whereas in a dictatorship the idea would not have gotten debated, and its virtues would not have been discovered.
  • In a democracy, citizens and their ideas get heard. Hence, without democracy, people are more likely to feel unheard and frustrated and to resort to violence.
  • Compromise is essential to a democracy. It enables us to avoid tyranny by the majority or (conversely) paralysis of government through vetoes exercised by a frustrated minority.
  • In modern democracies, all citizens can vote. Hence, government is motivated to invest in all citizens, who thereby receive the opportunity to become productive, rather than just a small dictatorial elite receiving that opportunity.

Why should we Americans keep reminding ourselves of those fundamental advantages of democracies? I would answer: not only in order to motivate ourselves to defend our democratic processes, but also because increasing numbers of Americans today are falling into the trap of envying the supposed efficiency of China’s dictatorship. Yes, it is true that dictatorships, by closing debate, can sometimes implement good policies faster than can the United States, as has China in quickly converting to lead-free gasoline and building a high-speed rail network. But dictatorships suffer from a fatal disadvantage. No one, in the 5,400 years of history of centralized government on all the continents, has figured out how to ensure that a dictatorship will embrace only good policies. Dictatorships also prevent the public debate that helps to avert catastrophic policies unparalleled in any large modern First World democracy—such as China’s quickly abolishing its educational system, sending its teachers out into the fields, and creating the world’s worst air pollution.
That is why democracy, given the prerequisites of an informed electorate and a basic sense of common interest, is the best form of government—at least, better than all the alternatives that have been tried, as Winston Churchill quipped. Our form of government is a big part of the explanation why the United States has become the richest and most powerful country in the world. Hence, an undermining of democratic processes in the United States means throwing away one of our biggest advantages. Unfortunately, that is what we are now doing, in four ways.
First, political compromise has been deteriorating in recent decades, and especially in the last five years. That deterioration can be measured as the increase in Senate rejections of presidential nominees whose approvals used to be routine, the increasing use of filibusters by the minority party, the majority party’s response of abolishing filibusters for certain types of votes, and the decline in number of laws passed by Congress to the lowest level of recent history. The reasons for this breakdown in political compromise, which seems to parallel increasing levels of nastiness in other areas of American life, remain debated. Explanations offered include the growth of television and then of the Internet, replacing face-to-face communication, and the growth of many narrowly partisan TV channels at the expense of a few broad-public channels. Even if these reasons hold a germ of truth, they leave open the question why these same trends operating in Canada and in Europe have not led to similar deterioration of political compromise in those countries as well.
Second, there are increasing restrictions on the right to vote, weighing disproportionately on voters for one party and implemented at the state level by the other party. Those obstacles include making registration to vote difficult and demanding that registered voters show documentation of citizenship when they present themselves at the polls. Of course, the United States has had a long history of denying voting rights to blacks, women, and other groups. But access to voting had been increasing in the last 50 years, so the recent proliferation of restrictions reverses that long positive trend. In addition to those obstacles preventing voter registration, the United States has by far the lowest election turnout among large First World democracies: under 60% of registered voters in most presidential elections, 40% for congressional elections, and 20% for the recent election for mayor of my city of Los Angeles. (A source of numbers for this and other comparisons that I shall cite is an excellent recent book by Howard Steven Friedman, The Measure of a Nation). And, while we are talking about elections, let’s not forget the astronomical recent increase in costs and durations of election campaigns, their funding by wealthy interests, and the shift in campaign pitches to sound bites. Those trends, unparalled in other large First World democracies, undermine the democratic prerequisite of a well-informed electorate.
A third contributor to the growing breakdown of democracy is our growing gap between rich and poor. Among our most cherished core values is our belief that the United States is a “land of opportunity,” and that we uniquely offer to our citizens the potential for rising from “rags to riches”—provided that citizens have the necessary ability and work hard. This is a myth. Income and wealth disparity in the United States (as measured by the Gini index of equality/inequality, and in other ways) is much higher in the United States than in any other large First World democracy. So is hereditary socioeconomic immobility, that is, the probability that a son’s relative income will just mirror his father’s relative income, and that sons of poor fathers will not become wealthy. Part of the reason for those depressing facts is inequality of educational opportunities. Children of rich Americans tend to receive much better educations than children of poor Americans.
That is bad for our economy, because it means that we are failing to develop a large fraction of our intellectual capital. It is also bad for our political stability, because poor parents who correctly perceive that their children are not being given the opportunity to succeed may express their resulting frustration in violence. Twice during my 47 years of residence in Los Angeles, in 1964 and 1993, frustration in poor areas of Los Angeles erupted into violence, lootings, and killings. In the 1993 riots, when police feared that rioters would spill into the wealthy suburb of Beverly Hills, all that the outnumbered police could do to protect Beverly Hills was to string yellow plastic police tape across major streets. As it turned out, the rioters did not try to invade Beverly Hills in 1993. But if present trends causing frustration continue, there will be more riots in Los Angeles and other American cities, and yellow plastic police tape will not suffice to contain the rioters.
The remaining contributor to the decline of American democracy is the decline of government investment in public purposes, such as education, infrastructure, and nonmilitary research and development. Large segments of the American populace deride government investment as “socialism.” But it is not socialism. On the contrary, it is one of the longest established functions of government. Ever since the rise of the first governments 5,400 years ago, governments have served two main functions: to maintain internal peace by monopolizing force, settling disputes, and forbidding citizens to resort to violence in order to settle disputes themselves; and to redistribute individual wealth for investing in larger aims—in the worst cases, enriching the elite; in the best cases, promoting the good of society as a whole. Of course, some investment is private, by wealthy individuals and companies expecting to profit from their investments. But many potential payoffs cannot attract private investment, either because the payoff is so far off in the future (such as the payoff from universal primary school education), or because the payoff is diffused over all of society rather than concentrated in areas profitable to the private investor (such as diffused benefits of municipal fire departments, roads, and broad education). Even the most passionate American supporters of small government do not decry as socialism the funding of fire departments, interstate highways, and public schools.

Algorithmic Accountability Reporting: On the Investigation of Black Boxes

Curated on Posted on by Stefaan Verhulst

New report by by Nicholas Diakopoulos: “The past three years have seen a small profusion of websites, perhaps as many as 80, spring up to capitalize on the high interest that mug shot photos generate online.1 Mug shots are public record, artifacts of an arrest, and these websites collect, organize, and optimize the photos so that they’re found more easily online. Proponents of such sites argue that the public has a right to know if their neighbor, romantic date, or colleague has an arrest record. Still, mug shots are not proof of conviction; they don’t signal guilt.
Having one online is likely to result in a reputational blemish; having that photo ranked as the first result when someone searches for your name on Google turns that blemish into a garish reputational wound, festering in facile accessibility. Some of these websites are exploiting this, charging peo- ple to remove their photo from the site so that it doesn’t appear in online searches. It’s reputational blackmail. And remember, these people aren’t necessarily guilty of anything.
To crack down on the practice, states like Oregon, Georgia, and Utah have passed laws requiring these sites to take down the photos if the person’s record has been cleared. Some credit card companies have stopped processing payments for the seediest of the sites. Clearly both legal and market forces can help curtail this activity, but there’s another way to deal with the issue too: algorithms. Indeed, Google recently launched updates to its ranking algorithm that down-weight results from mug shot websites, basically treating them more as spam than as legitimate information sources.2 With a single knock of the algorithmic gavel, Google declared such sites illegitimate.
At the turn of the millennium, 14 years ago, Lawrence Lessig taught us that “code is law”—that the architecture of systems, and the code and algorithms that run them, can be powerful influences on liberty.3 We’re living in a world now where algorithms adjudicate more and more consequential decisions in our lives. It’s not just search engines either; it’s everything from online review systems to educational evaluations, the operation of markets to how political campaigns are run, and even how social services like welfare and public safety are managed. Algorithms, driven by vast troves of data, are the new power brokers in society.
As the mug shots example suggests, algorithmic power isn’t necessarily detrimental to people; it can also act as a positive force. The intent here is not to demonize algorithms, but to recognize that they operate with biases like the rest of us.4 And they can make mistakes. What we generally lack as a public is clarity about how algorithms exercise their power over us. With that clarity comes an increased ability to publicly debate and dialogue the merits of any particular algorithmic power. While legal codes are available for us to read, algorithmic codes are more opaque, hidden behind layers of technical complexity. How can we characterize the power that various algorithms may exert on us? And how can we better understand when algo- rithms might be wronging us? What should be the role of journalists in holding that power to account?
In the next section I discuss what algorithms are and how they encode power. I then describe the idea of algorithmic accountability, first examining how algorithms problematize and sometimes stand in tension with transparency. Next, I describe how reverse engineering can provide an alternative way to characterize algorithmic power by delineating a conceptual model that captures different investigative scenarios based on reverse engineering algorithms’ input-output relationships. I then provide a number of illustrative cases and methodological details on how algorithmic accountability reporting might be realized in practice. I conclude with a discussion about broader issues of human resources, legality, ethics, and transparency.”

Focus on Migration: A tech ‘wiki’ site could improve lives

Curated on Posted on by Stefaan Verhulst

Max Martin in SciDev: “Wikipedia is probably the best example of a website that allows users to share and edit information in real time. But several other sites based on the ‘wiki’ model provide a sharing platform specifically for technologies that could help improve lives in the developing world.
One such site, Appropedia, is aimed at collaborative solutions in sustainability, appropriate technology and poverty reduction. Appropedia has had 50 million hits since its 2006 inception and is getting a facelift that will allow it to reach more people.
Such a one-stop information point offers tremendous scope for informing people on the move about green, low-cost and locally owned technologies. A website like Appropedia could function as a clearing house for information on technologies that could make life easier for migrants who are forced to travel and live rough in poor settings — as long as the information is reliable.
For example, displaced people building new homes after a disaster has struck face many choices over the materials they use, as I’ve written previously. The wiki site could be a place for them to swap experiences and learn what has worked for others in different settings.
It could also host advice for people on the move about affordable transport, healthcare and humanitarian aid locations, plus tips for staying safe while travelling in unfamiliar territory and what to pack when camping out in the open.
It could also help channel relevant innovations from other settings to migrants. For example, some villagers in flood-prone areas of Bangladesh grow crops on ‘floating gardens’ made using bamboo-pole rafts lined with soil water hyacinths and cow dung. [1] A local group in India’s frequently flooded Bihar state has shown how to make a life jacket using just plastic bottles, sticky tape, fast-drying cotton and thread. [2] Both of these concepts could be useful for other peoples affected by floods and a dedicated wiki could help disseminate know-how and review the technologies’ safety, reliability and suitability for different locations.
Of course, an information wiki for migrants must offer reliable information. This could be achieved by involving a specialist agency or a consortium of humanitarian groups who could invite experts and local practitioners to review and edit posts.”

Tim Berners-Lee: we need to re-decentralise the web

Curated on Posted on by Stefaan Verhulst

Wired:  “Twenty-five years on from the web’s inception, its creator has urged the public to re-engage with its original design: a decentralised internet that at its very core, remains open to all.
Speaking with Wired editor David Rowan at an event launching the magazine’s March issue, Tim Berners-Lee said that although part of this is about keeping an eye on for-profit internet monopolies such as search engines and social networks, the greatest danger is the emergence of a balkanised web.
“I want a web that’s open, works internationally, works as well as possible and is not nation-based,” Berners-Lee told the audience… “What I don’t want is a web where the  Brazilian government has every social network’s data stored on servers on Brazilian soil. That would make it so difficult to set one up.”
It’s the role of governments, startups and journalists to keep that conversation at the fore, he added, because the pace of change is not slowing — it’s going faster than ever before. For his part Berners-Lee drives the issue through his work at the Open Data Institute, World Wide Web Consortium and World Wide Web Foundation, but also as an MIT professor whose students are “building new architectures for the web where it’s decentralised”. On the issue of monopolies, Berners-Lee did say it’s concerning to be “reliant on big companies, and one big server”, something that stalls innovation, but that competition has historically resolved these issues and will continue to do so.
The kind of balkanised web he spoke about, as typified by Brazil’s home-soil servers argument or Iran’s emerging intranet, is partially being driven by revelations of NSA and GCHQ mass surveillance. The distrust that it has brewed, from a political level right down to the threat of self-censorship among ordinary citizens, threatens an open web and is, said Berners-Lee,  a greater threat than censorship. Knowing the NSA  may be breaking commercial encryption services could result in the emergence of more networks like China’s Great Firewall, to “protect” citizens. This is why we need a bit of anti-establishment push back, alluded to by Berners-Lee.”