AI Nationalism?

March 31, 2021April 28, 2021 Raul Zambrano ICTD Leave a comment

Globalization seemingly inexorable world conquest, kick-started during the last quarter of the 20th Century, found an unexpected ally in the unpredictable fall of the Berlin Wall. While pundits sitting in the right-side section of the human theater saw the latter as the natural result of the indisputable supremacy and triumph of Global Capitalism, no one expected the resurgence of nationalism within the set of countries then rejoining the world market after a rather long hiatus. Accordingly, countries started to split along ethnic and religious divides, creating new nation-states in best-case scenarios – some having to endure violent conflict and even genocide in the process. Others are still awaiting resolution.

The Global Financial Crisis of the first decade of this century brought the

Vaccine Inequality

March 21, 2021April 3, 2021 Raul Zambrano Economics, Governance, Human Development Leave a comment

Already under siege in many quarters, Globalization has now added the seemingly unstoppable spread of the Corona Virus to its already dubious credentials. As expected, not one single country has been spared, rich and poor suddenly standing on the same level playing field – a milestone economic globalization never accomplished despite mainstream media coverage tirelessly reporting otherwise. A treacherous pathogen, Corona’s desperate seek for hosts to ensure its survival also operated as a mole invading human bodies silently, the host remaining oblivious to the ongoing attack while recruiting more hosts unknowingly. Indeed, Corona is an insidious viral multiplier of the Globalization process.

While initial lockdown policies were first deemed autocratic and anti-democratic, most countries

AI and Development Policies

February 28, 2021March 16, 2021 Raul Zambrano Artificial Intelligence, Governance, Human Development, ICTD Leave a comment

Strongly supported by behemoth tech companies, the “ethical and responsible” AI discourse has managed to almost completely overshadow the relevant conversation on the potential socio-economic impact the resurgent technology might have in developing countries. While such discourse’s subtle agenda, apparently now failing, is essentially aimed at avoiding any government regulation by promoting “AI for good,” research on its economic impact seems minimal in comparison. Research on AI public policies in developing countries I completed with a college at the end of last year (to be published soon, hopefully) showed that most Global South countries are not even thinking about the topic. And the few that have taken steps overemphasize its ethical aspects – some even openly opposing any regulation

Bitcoin Inequality Revisited

February 13, 2021March 29, 2021 Raul Zambrano ICTD 1 Comment

The Bitcoin bulls are back in full strength, driving the price of the cryptocurrency to unprecedented heights. The digital currency is now approaching 50k. Nevertheless, pundits and fundamentalist supporters still see the sky as the only possible limit. Go figure. One thing is certain: Bitcoin is now entering the mainstream financialization push that has been overtaking the global economy in the last few years.

In a previous post, I examined the distribution of addresses/wallets and wealth within the Bitcoin economy back in 2018. How has the recent upsurge changed my initial findings – Bitcoin being the most unequal “country,” wealth-wise? To answer this question, I will introduce the concept of classes as defined by Stephen Rose for the US economy, using Bitcoin balances as a proxy. Rose

Greater “AI for Good”

January 22, 2021January 29, 2021 Raul Zambrano Artificial Intelligence, Governance, ICTD, Inequality 1 Comment

The proliferation of top, best, fails and prediction posts on almost any topic is now a staple of the annual transition from one year to the next. As the new year starts to see the light of day, we seem to be compelled to take stock of the previous 365.25 days and poke more in-depth into the short past. Regular note-taking, logging and recording are, among others, part of the task. The end of a decade calls for more elaborate efforts given the period. A few attempts are even more ambitious and, for example, recommend the 100 books one must read before dying. A bit over the top, perhaps. One could spend a whole year just trying to catch up with all these posts in any event. A better strategy is to focus on areas of interest or specialization. Books, films, social sciences and technology capture

A Few Reflections on ICTD

January 19, 2021January 19, 2021 Raul Zambrano ICTD Leave a comment

As a multi-disciplinary field, ICTD research hosts a wide variety of knowledge and expertise initially developed in other academic areas, ranging from specialized information theory to broad economic development. That should not be a surprise as ICTs emerged from the convergence of telecommunications, electronics and computing, and information dissemination.

Looking at the left side of the ICTD acronym, we thus find three distinct areas. Information which opens the door to information theory and information systems, among several others. Next in line is Communication that brings in media and thus media theory and has been propelled by the emergence and seemingly primacy of social media and social networks. Last but not least is digital Technology, the more technical area of the overall

Better “AI for Good”

January 12, 2021January 15, 2021 Raul Zambrano Artificial Intelligence, Blockchain, Human Development, ICTD 1 Comment

While the dystopian camp perceives digital technologies as a formidable, perhaps even unsurmountable threat to society, those on the other, much more optimistic side do not seem to get tired of repeating its almost countless benefits. The latter camp apparently has the upper hand, at least for now, as its message captures most daily media headlines, mainstream and otherwise. Doom technology scenarios occasionally take center stage when one global personality decides to warn us, once again, about the war we are about to lose should technology be left to its own devices.

Despite such opposing views, both camps share the idea that technology is just like Frankenstein, a human creation that somehow has acquired a life of its own, a distinct personality and a determined will. If we are on the

Best Films – 2020

December 31, 2020January 8, 2021 Raul Zambrano Film Leave a comment

Bellocchio’s The Traitor was the last film I saw in a theatre. The film was only playing once a day at 1pm, so an early lunch was required. The calendar said it was the last day of February. The very next day, officials identified the first case of COVID-19 in NY. A couple of days later, the first super-spreader case became public at a location just over two kilometers from home. The person infected had been at a hospital located within walking distance from where I live. Early close calls that fortunately did not recur. Anyway, I sorely miss going to the theatre. That wonderful big screen now looks gigantic.

Undoubtedly, virtual has decidedly beaten the real thing by a wide margin in a year no one could have ever predicted. However, the proliferation of streaming sites has been one of the

Ethics in Ethical AI

November 16, 2020December 29, 2020 Raul Zambrano ICTD 1 Comment

Garbage in, garbage out (GIGO) is one of the oldest computer programming commandments. It was first coined in the same decade as AI, the 1950s, thus suggesting the connection between the two goes back to their birth dates. GIGO is particularly relevant to programs that take data – text and graphics included – as main input, run it through one or more algorithms and generate the expected (and many times unexpected) outputs. An example will help elucidate the process.

Sorting is one of the most basic algorithms, usually taught first in computing programming classes. The idea is simple. Suppose I have a list of 10 thousand names and need to sort by last name and then by first name. Piece of cake. I can choose one of the various sorting algorithms to get the output desired. Now suppose that

A Glimpse at Development Economics

November 1, 2020December 25, 2020 Raul Zambrano ICTD Leave a comment

ICT for Development (ICTD) has been around for over three decades now. A multidisciplinary field involving researchers and practitioners from many different areas and backgrounds, ICTD has one clear objective: to deploy new ICTs in society to foster development. The first and most obvious question is how this can happen. The answer is not trivial. Nevertheless, my focus on this post is instead on the development side of the equation. How exactly is development defined and perceived by ICTD? One thing is clear. There is no agreement on the actual definition of the concept. Revisiting the evolution of international development thus might be a useful starting point to address the question.

Just like ICTD, the international development field is also multi-disciplinary. A few decades older than

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