Here’s how the agricultural sector can solve its data problem

Curated on Posted on by Stefaan Verhulst

Article by Satyanarayana Jeedigunta and Arushi Goel: “Food and nutrition security, skewed distribution of farmer incomes, natural disasters and climate change are severely impacting the sustainability of agricultural systems across the globe. Policy reforms are needed to correct these distortions, but innovative emerging technologies like artificial intelligence, machine learning, distributed ledger technologies, sensors and drones, can make a significant difference.

Emerging technologies need data, and it must be the right data, for the right purpose at the right time. This is how it can deliver maximum impact. Agricultural value chains comprise a complex system of stakeholders and activities. The enormity of the size and complexity of agricultural data, coupled with its fragmented nature, pose significant challenges to unlocking its potential economic value, estimated at $65 billion in India alone….

As such, there is a need to promote standards-based interoperability, which enables multiple digital systems to exchange agricultural data in an automated manner with limited human intervention. The ease and speed of such an exchange of data, across domains and technologies, would spur the development of innovative solutions and lead to evidence-driven, prediction-based decision-making on the farm and in the market.

Most agricultural data is dynamic

Most current efforts to develop standards of agriculture data are isolated and localized. The AGROVOC initiative of the United Nations’ Food and Agriculture Organization addresses a part of the data problem by creating an exhaustive vocabulary of agricultural terms. There is also a need to develop an open data format for the automated interchange of agriculture data. A coordinated initiative of the industry is an attractive approach to develop such a format…(More)”.

Database States

Curated on Posted on by Stefaan Verhulst

Essay by Sanjana Varghese: “In early 2007, a package sent from the north of England to the National Audit Office (NAO) in London went missing. In it were two discs containing the personal records of twenty-five million people—including their addresses, birthdays, and national insurance numbers, which are required to work in the UK—that the NAO intended to use for an “independent survey” of the child benefits database to check for supposed fraud. Instead, that information was never recovered, a national scandal ensued, and the junior official who mailed the package was fired.

The UK, as it turns out, is not particularly adept at securing its data. In 2009, a group of British academics released a report calling the UK a “database state,” citing the existence of forty-six leaky databases that were poorly constructed and badly maintained. Databases that they examined ranged from one on childhood obesity rates (which recorded the height and weight measurements of every school pupil in the UK between the ages of five and eleven) to IDENT1, a police database containing the fingerprints of all known offenders. “In too many cases,” the researchers wrote, “the public are neither served nor protected by the increasingly complex and intrusive holdings of personal information, invading every aspect of our lives.”

In the years since, databases in the UK—and elsewhere—have only proliferated; increasingly manufactured and maintained by a nexus of private actors and state agencies, they are generated by and produce more and more information streams that inevitably have a material effect on the populations they’re used by and against. More than just a neutral method of storing information, databases shape and reshape the world around us; they aid and abet the state and private industry in matters of surveillance, police violence, environmental destruction, border enforcement, and more…(More)”.

Open Government and Climate Change

Curated on Posted on by Stefaan Verhulst

Paper by the World Bank: “The world needs more urgent and ambitious action to address climate change. Seventy-one countries have pledged to reach net-zero emissions by midcentury. Nevertheless, achieving decarbonization and adapting to climate change will require fundamental changes in the production of goods and services by firms and the consumption patterns and behavior of citizens. Climate change poses difficult challenges for policy makers, and three particular challenges make the open government principles of transparency, participation, and accountability especially important. First, countries often face the political challenge of credibly committing to climate action over the long term, in that they must commit to action over multiple electoral cycles if the private sector, households, communities, and public entities are to adopt new technologies and change behavior. Second, climate change requires coordination between government and nongovernment actors, as there will be winners and losers along the way and governments will need to work toward consensus to balance the outcomes. Third, governments have to translate promises into climate action. The principles of open government can be especially useful in tackling all three challenges by harnessing and ensuring citizen trust in government and in the legitimacy of climate-directed policy decisions. This note will show how the use of open government principles and mechanisms can make a notable contribution to climate change action. It provides examples of such measures as well as an inventory of existing good practices and tools, which can serve as a source of inspiration for policy makers and citizens alike…(More)”.

AI governance and human rights: Resetting the relationship

Curated on Posted on by Stefaan Verhulst

Paper by Kate Jones: “Governments and companies are already deploying AI to assist in making decisions that can have major consequences for the lives of individual citizens and societies. AI offers far-reaching benefits for human development but also presents risks. These include, among others, further division between the privileged and the unprivileged; erosion of individual freedoms through surveillance; and the replacement of independent thought and judgement with automated control.

Human rights are central to what it means to be human. They were drafted and agreed, with worldwide popular support, to define freedoms and entitlements that would allow every human being to live a life of liberty and dignity. AI, its systems and its processes have the potential to alter the human experience fundamentally. But many sets of AI governance principles produced by companies, governments, civil society and international organizations do not mention human rights at all. This is an error that requires urgent correction.

This research paper aims to dispel myths about human rights; outline the principal importance of human rights for AI governance; and recommend actions that governments, organizations, companies and individuals can take to ensure that human rights are the foundation for AI governance in future…(More)”.

Kid-edited journal pushes scientists for clear writing on complex topics

Curated on Posted on by Stefaan Verhulst

Article by Mark Johnson: “The reviewer was not impressed with the paper written by Israeli brain researcher Idan Segev and a colleague from Switzerland.

“Professor Idan,” she wrote to Segev. “I didn’t understand anything that you said.”

Segev and co-author Felix Schürmann revised their paper on the Human Brain project, a massive effort seeking to channel all that we know about the mind into a vast computer model. But once again the reviewer sent it back. Still not clear enough. It took a third version to satisfy the reviewer.

“Okay,” said the reviewer, an 11-year-old girl from New York named Abby. “Now I understand.”

Such is the stringent editing process at the online science journal Frontiers for Young Minds, where top scientists, some of them Nobel Prize winners, submit papers on gene-editing, gravitational waves and other topics — to demanding reviewers ages 8 through 15.

Launched in 2013, the Lausanne, Switzerland-based publication is coming of age at a moment when skeptical members of the public look to scientists for clear guidance on the coronavirus and on potentially catastrophic climate change, among other issues. At Frontiers for Young Minds, the goal is not just to publish science papers but also to make them accessible to young readers like the reviewers. In doing so, it takes direct aim at a long-standing problem in science — poor communication between professionals and the public.

“Scientists tend to default to their own jargon and don’t think carefully about whether this is a word that the public actually knows,” said Jon Lorsch, director of the National Institute of General Medical Sciences. “Sometimes to actually explain something you need a sentence as opposed to the one word scientists are using.”

Dense language sends a message “that science is for scientists; that you have to be an ‘intellectual’ to read and understand scientific literature; and that science is not relevant or important for everyday life,” according to a paper published last year in Advances in Physiology Education.

Frontiers for Young Minds, which has drawn nearly 30 million online page views in its nine years, offers a different message on its homepage: “Science for kids, edited by kids.”..(More)”.

AI in the Common Interest

Curated on Posted on by Stefaan Verhulst

Article by Gabriela Ramos & Mariana Mazzucato: “In short, it was a year in which already serious concerns about how technologies are being designed and used deepened into even more urgent misgivings. Who is in charge here? Who should be in charge? Public policies and institutions should be designed to ensure that innovations are improving the world, yet many technologies are currently being deployed in a vacuum. We need inclusive mission-oriented governance structures that are centered around a true common good. Capable governments can shape this technological revolution to serve the public interest.

Consider AI, which the Oxford English Dictionary defines broadly as “the theory and development of computer systems able to perform tasks normally requiring human intelligence, such as visual perception, speech recognition, decision-making, and translation between languages.” AI can make our lives better in many ways. It can enhance food production and management, by making farming more efficient and improving food safety. It can help us bolster resilience against natural disasters, design energy-efficient buildings, improve power storage, and optimize renewable energy deployment. And it can enhance the accuracy of medical diagnostics when combined with doctors’ own assessments.

These applications would make our lives better in many ways. But with no effective rules in place, AI is likely to create new inequalities and amplify pre-existing ones. One need not look far to find examples of AI-powered systems reproducing unfair social biases. In one recent experiment, robots powered by a machine-learning algorithm became overtly racist and sexist. Without better oversight, algorithms that are supposed to help the public sector manage welfare benefits may discriminate against families that are in real need. Equally worrying, public authorities in some countries are already using AI-powered facial-recognition technology to monitor political dissent and subject citizens to mass-surveillance regimes.

Market concentration is also a major concern. AI development – and control of the underlying data – is dominated by just a few powerful players in just a few locales. Between 2013 and 2021, China and the United States accounted for 80% of private AI investment globally. There is now a massive power imbalance between the private owners of these technologies and the rest of us…(More)”.

The World Needs Many More Public Servants

Curated on Posted on by Stefaan Verhulst

Article by Ngaire Woods: “The private sector alone cannot make the massive investments required to achieve a carbon-neutral future and hold societies together through the twenty-first century’s economic, political, and climate-related crises. To enable governments to do so, policymakers must avoid austerity measures and recruit high-quality personnel….Policymakers around the world will need to address a confluence of economic, political, and climate-related shocks in 2023. While governments cannot solve these crises alone, deft political leadership will be crucial to holding societies together and enabling communities and businesses to step up and do their part. What the world desperately needs is public servants and politicians who are willing and able to innovate…

In an ideal world, the magnitude of humanity’s current challenges would attract some of the most creative and highly motivated citizens to public service. In many countries, however, public-sector pay has sunk to levels that make it increasingly difficult to attract top talent. In the United Kingdom, as the Financial Times’ Martin Wolf notes, while overall real private-sector pay has increased by 5.5% since 2010, public-sector wages have fallen by 5.9%, with much of that decline happening in the last two years. The result is a personnel deficit at every level. Recent data from the National Health Service in England show a huge nurse shortfall. Other data show that teacher recruitments are well below target.

Too often, the public sector falls into a vicious cycle of cost-cutting and resignations. Nurses in the UK are overworked and many will likely succumb to exhaustion soon, leaving their remaining colleagues even more overburdened and demoralized. Another austerity wave will make it even harder to retain quality workers…(More)”.

Report on the Future of Conferences

Curated on Posted on by Stefaan Verhulst

Arxiv Report by Steven Fraser and Dennis Mancl: “In 2020, virtual conferences became almost the only alternative to cancellation. Now that the pandemic is subsiding, the pros and cons of virtual conferences need to be reevaluated. In this report, we scrutinize the dynamics and economics of conferences and highlight the history of successful virtual meetings in industry. We also report on the attitudes of conference attendees from an informal survey we ran in spring 2022…(More).

Open Secrets: Ukraine and the Next Intelligence Revolution

Curated on Posted on by Stefaan Verhulst

Article by Amy Zegart: “Russia’s invasion of Ukraine has been a watershed moment for the world of intelligence. For weeks before the shelling began, Washington publicly released a relentless stream of remarkably detailed findings about everything from Russian troop movements to false-flag attacks the Kremlin would use to justify the invasion. 

This disclosure strategy was new: spy agencies are accustomed to concealing intelligence, not revealing it. But it was very effective. By getting the truth out before Russian lies took hold, the United States was able to rally allies and quickly coordinate hard-hitting sanctions. Intelligence disclosures set Russian President Vladimir Putin on his back foot, wondering who and what in his government had been penetrated so deeply by U.S. agencies, and made it more difficult for other countries to hide behind Putin’s lies and side with Russia.

The disclosures were just the beginning. The war has ushered in a new era of intelligence sharing between Ukraine, the United States, and other allies and partners, which has helped counter false Russian narratives, defend digital systems from cyberattacks, and assisted Ukrainian forces in striking Russian targets on the battlefield. And it has brought to light a profound new reality: intelligence isn’t just for government spy agencies anymore…

The explosion of open-source information online, commercial satellite capabilities, and the rise of AI are enabling all sorts of individuals and private organizations to collect, analyze, and disseminate intelligence.

In the past several years, for instance, the amateur investigators of Bellingcat—a volunteer organization that describes itself as “an intelligence agency for the people”—have made all kinds of discoveries. Bellingcat identified the Russian hit team that tried to assassinate former Russian spy officer Sergei Skripal in the United Kingdom and located supporters of the Islamic State (also known as ISIS) in Europe. It also proved that Russians were behind the shootdown of Malaysia Airlines flight 17 over Ukraine. 

Bellingcat is not the only civilian intelligence initiative. When the Iranian government claimed in 2020 that a small fire had broken out in an industrial shed, two U.S. researchers working independently and using nothing more than their computers and the Internet proved within hours that Tehran was lying….(More)”.

Measuring the value of data and data flows

Curated on Posted on by Stefaan Verhulst

Report by the OECD: “Data have become a key input into the production of many goods and services. But just how important? What is the value of data – their contribution to economic growth and well-being? This report discusses different approaches to data valuation, their advantages and shortcomings and their applicability in different contexts. It argues that the value of data depends to a large extent on the data governance framework determining how they can be created, shared and used. In addition, the report provides estimates of the value of data and data flows. Its focus is on the monetary valuation of data produced by private economic actors and their recording in economic statistics. Finally, the report puts forward a draft measurement agenda for the future…(More)”.