How The New York Times incorporates editorial judgment in algorithms to curate its home page

Curated on Posted on by Stefaan Verhulst

Article by Zhen Yang: “Whether on the web or the app, the home page of The New York Times is a crucial gateway, setting the stage for readers’ experiences and guiding them to the most important news of the day. The Times publishes over 250 stories daily, far more than the 50 to 60 stories that can be featured on the home page at a given time. Traditionally, editors have manually selected and programmed which stories appear, when and where, multiple times daily. This manual process presents challenges:

  • How can we provide readers a relevant, useful, and fresh experience each time they visit the home page?
  • How can we make our editorial curation process more efficient and scalable?
  • How do we maximize the reach of each story and expose more stories to our readers?

To address these challenges, the Times has been actively developing and testing editorially driven algorithms to assist in curating home page content. These algorithms are editorially driven in that a human editor’s judgment or input is incorporated into every aspect of the algorithm — including deciding where on the home page the stories are placed, informing the rankings, and potentially influencing and overriding algorithmic outputs when necessary. From the get-go, we’ve designed algorithmic programming to elevate human curation, not to replace it…

The Times began using algorithms for content recommendations in 2011 but only recently started applying them to home page modules. For years, we only had one algorithmically-powered module, “Smarter Living,” on the home page, and later, “Popular in The Times.” Both were positioned relatively low on the page.

Three years ago, the formation of a cross-functional team — including newsroom editors, product managers, data scientists, data analysts, and engineers — brought the momentum needed to advance our responsible use of algorithms. Today, nearly half of the home page is programmed with assistance from algorithms that help promote news, features, and sub-brand content, such as The Athletic and Wirecutter. Some of these modules, such as the features module located at the top right of the home page on the web version, are in highly visible locations. During major news moments, editors can also deploy algorithmic modules to display additional coverage to complement a main module of stories near the top of the page. (The topmost news package of Figure 1 is an example of this in action.)…(More)”

How is editorial judgment incorporated into algorithmic programming?

Someone Put Facial Recognition Tech onto Meta’s Smart Glasses to Instantly Dox Strangers

Curated on Posted on by Stefaan Verhulst

Article by Joseph Cox: “A pair of students at Harvard have built what big tech companies refused to release publicly due to the overwhelming risks and danger involved: smart glasses with facial recognition technology that automatically looks up someone’s face and identifies them. The students have gone a step further too. Their customized glasses also pull other information about their subject from around the web, including their home address, phone number, and family members. 

The project is designed to raise awareness of what is possible with this technology, and the pair are not releasing their code, AnhPhu Nguyen, one of the creators, told 404 Media. But the experiment, tested in some cases on unsuspecting people in the real world according to a demo video, still shows the razor thin line between a world in which people can move around with relative anonymity, to one where your identity and personal information can be pulled up in an instant by strangers.

Nguyen and co-creator Caine Ardayfio call the project I-XRAY. It uses a pair of Meta’s commercially available Ray Ban smart glasses, and allows a user to “just go from face to name,” Nguyen said…(More)”.

From Bits to Biology: A New Era of Biological Renaissance powered by AI

Curated on Posted on by Stefaan Verhulst

Article by Milad Alucozai: “…A new wave of platforms is emerging to address these limitations. Designed with the modern scientist in mind, these platforms prioritize intuitive interfaces, enabling researchers with diverse computational backgrounds to easily navigate and analyze data. They emphasize collaboration, allowing teams to share data and insights seamlessly. And they increasingly incorporate artificial intelligence, offering powerful tools for accelerating analysis and discovery. This shift marks a move towards more user-centric, efficient, and collaborative computational biology, empowering researchers to tackle increasingly complex biological questions. 

Emerging Platforms: 

  • Seqera Labs: Spearheading a movement towards efficient and reproducible research, Seqera Labs provides a suite of tools, including the popular open-source workflow language Nextflow. Their platform empowers researchers to design scalable and reproducible data analysis pipelines, particularly for cloud environments. Seqera streamlines complex computational workflows across diverse biological disciplines by emphasizing automation and flexibility, making data-intensive research scalable, flexible, and collaborative. 
  • Form Bio: Aimed at democratizing access to computational biology, Form Bio provides a comprehensive tech suite built to enable accelerated cell and gene therapy development and computational biology at scale. Its emphasis on collaboration and intuitive design fosters a more inclusive research environment to help organizations streamline therapeutic development and reduce time-to-market.  
  • Code Ocean: Addressing the critical need for reproducibility in research, Code Ocean provides a unique platform for sharing and executing research code, data, and computational environments. By encapsulating these elements in a portable and reproducible format, Code Ocean promotes transparency and facilitates the reuse of research methods, ultimately accelerating scientific discovery. 
  • Pluto Biosciences: Championing a collaborative approach to biological discovery, Pluto Biosciences offers an interactive platform for visualizing and analyzing complex biological data. Its intuitive tools empower researchers to explore data, generate insights, and seamlessly share findings with collaborators. This fosters a more dynamic and interactive research process, facilitating knowledge sharing and accelerating breakthroughs. 

 Open Source Platform: 

  • Galaxy: A widely used open-source platform for bioinformatics analysis. It provides a user-friendly web interface and a vast collection of tools for various tasks, from sequence analysis to data visualization. Its open-source nature fosters community development and customization, making it a versatile tool for diverse research needs. 
  • Bioconductor is a prominent open-source platform for bioinformatics analysis, akin to Galaxy’s commitment to accessibility and community-driven development. It leverages the power of the R programming language, providing a wealth of packages for tasks ranging from genomic data analysis to statistical modeling. Its open-source nature fosters a collaborative environment where researchers can freely access, utilize, and contribute to a growing collection of tools…(More)”

‘Evidence banks’ can drive better decisions in public life

Curated on Posted on by Stefaan Verhulst

Article by Anjana Ahuja: “Modern life is full of urgent questions to which governments should be seeking answers. Does working from home — WFH — damage productivity? Do LTNs (low-traffic neighbourhoods) cut air pollution? Are policy ideas that can be summed up in three-letter acronyms more palatable to the public than those, say Ulez, requiring four? 

That last one is tongue-in-cheek — but the point stands. While clinical trials can tell us reasonably confidently whether a drug or treatment works, a similar culture of evaluation is generally lacking for other types of intervention, such as crime prevention. Now research funders are stepping into the gap to build “evidence banks” or evidence syntheses: globally accessible one-stop shops for assessing the weight of evidence on a particular topic.

Last month, the Economic and Social Research Council, together with the Wellcome Trust, pledged a total of around £54mn to develop a database and tools that can collate and make sense of evidence in complex areas like climate change and healthy ageing. The announcement, Nature reports, was timed to coincide with the UN Summit of the Future, a conference in New York geared to improving the world for future generations.

Go-to repositories of good quality information that can feed the policy machine are essential. They normalise the role of robust evidence in public life. This matters: the policy pipeline has too often lacked due diligence. That can mean public money being squandered on ineffective wheezes, or worse.

Take Scared Straight, a crime prevention scheme originating in the US around 40 years ago and adopted in the UK. It was designed to keep teens on the straight and narrow by introducing them to prisoners. Those dalliances with delinquents were counterproductive. A review showed that children taking part were more likely to end up committing crimes than those who did not participate in the scheme…(More)”.

Challenging the neutrality myth in climate science and activism

Curated on Posted on by Stefaan Verhulst

Article by Christel W. van Eck, Lydia Messling & Katharine Hayhoe: “The myth of a scientist as a purely rational thinker, a “brain in a jar” devoid of emotions and values, still exists in some scientific circles. However, philosophers of science have long shown that it is a fundamental misconception to believe that science can be entirely free of social, political, and ethical values, and function as a neutral entity. As Lynda Walsh explains compellingly in “Scientists as Prophets,” the question of how scientists ought to engage with society is a value judgement itself3. This is particularly true in complex crises like climate change where traditional democratic debate alone cannot ascertain the optimal course of action. Scientists often play a crucial role in such crises, not only through conducting rigorous research, but also through engaging in dialogue with society by framing their research in terms of societal values – which includes rejecting the notion of morally neutral engagement.

This school of thought was recently challenged in a comment in Nature Climate Action titled “The importance of distinguishing climate science from climate activism” In it, Ulf Büntgen, a Professor of Environmental Systems Analysis at Cambridge University, communicated his personal concerns about climate scientists engaging in activism. The comment sparked considerable debate on social media, particularly among climate scientists, many of whom reject the views presented by Büntgen.

We believe a response is necessary, as many of Büntgen’s assumptions are unnuanced or unjustified. It is difficult to provide a full critique when Büntgen has not clearly defined what he means by ‘climate activism’, ‘quasi-religious belief’, or ‘a priori interests’, nor explicit examples evidencing what sort of interaction he finds to be objectionable. However, whether scientists consider certain activities to be activism, and their opinions on colleagues who engage in such activities, along with the general public’s perception of these activities, has been the subject of multiple research studies. While the opinion of an individual scientist is interesting, we argue it is not representative of the broader community’s views nor does it reflect the efficacy of such actions. Furthermore, by making unilateral value-based judgements, we propose that Büntgen is engaging in precisely the activity he deprecates…(More)”

How to rebuild democracy to truly harness the power of the people

Curated on Posted on by Stefaan Verhulst

Article by Kyle Ellingson: “Many of us entered this so-called super-election year with a sense of foreboding. So far, not much has happened to allay those fears. Russia’s war on Ukraine is exacerbating a perception that democracy is threatened in Europe and beyond. In the US, Donald Trump, a presidential candidate with self-professed autocratic tendencies, has faced two assassination attempts. And more broadly, people seem to be losing faith in politics. “Most people from a diverse array of countries around the world lack confidence in the performance of their political institutions,” says a 2024 report by the International Institute for Democracy and Electoral Assistance.

On many objective measures, too, democracy isn’t functioning as it should. The systems we call democracies tend to favour the rich. Political violence is growing, as is legislative gridlock, and worldwide, elections are becoming less free and fair. Some 30 years after commentators crowed about the triumph of Western liberal democracy, their prediction seems further than ever from being realised. What happened?

According to Lex Paulson at the University Mohammed VI Polytechnic in Rabat, Morocco, we have lost sight of what democracy is. “We have made a terrible confusion between the system known as a republic – which relies on elections, parties and a permanent governing class – and the system known as a democracy, in which citizens directly participate in decisions and rotate power.” …(More)”.

Rethinking ‘Checks and Balances’ for the A.I. Age

Curated on Posted on by Stefaan Verhulst

Article by Steve Lohr: “A new project, orchestrated by Stanford University and published on Tuesday, is inspired by the Federalist Papers and contends that today is a broadly similar historical moment of economic and political upheaval that calls for a rethinking of society’s institutional arrangements.

In an introduction to its collection of 12 essays, called the Digitalist Papers, the editors overseeing the project, including Erik Brynjolfsson, director of the Stanford Digital Economy Lab, and Condoleezza Rice, secretary of state in the George W. Bush administration and director of the Hoover Institution, identify their overarching concern.

“A powerful new technology, artificial intelligence,” they write, “explodes onto the scene and threatens to transform, for better or worse, all legacy social institutions.”

The most common theme in the diverse collection of essays: Citizens need to be more involved in determining how to regulate and incorporate A.I. into their lives. “To build A.I. for the people, with the people,” as one essay summed it up.

The project is being published as the technology is racing ahead. A.I. enthusiasts see a future of higher economic growth, increased prosperity and a faster pace of scientific discovery. But the technology is also raising fears of a dystopian alternative — A.I. chatbots and automated software not only replacing millions of workers, but also generating limitless misinformation and worsening political polarization. How to govern and guide A.I. in the public interest remains an open question…(More)”.

The satellite spectrum battle that could shape the new space economy

Curated on Posted on by Stefaan Verhulst

Article by Peggy Hollinger and Yasemin Craggs: “In early August, when corporate activity was in a summer lull, Elon Musk’s SpaceX quietly opened up a new front in a global battle over a scarce and precious resource: radio spectrum.

Its target was an obscure international regulation governing the way spectrum, the invisible highway of electromagnetic waves that enables all wireless technology, is shared by satellite operators in different orbits. And the chosen weapon was the US regulator, the Federal Communications Commission. 

On August 9, SpaceX petitioned the FCC to loosen globally agreed power limits on transmissions from operators like itself in low Earth orbit, the region of space up to 2,000km above the planet’s surface set to be a pivotal arena in the future of communication, transportation and defence.

The so-called equivalent power flux density rules were set more than 20 years ago to ensure signals from low Earth orbit did not interfere with those from systems in higher geostationary, or fixed, orbit.

SpaceX, which owns the world’s fastest-growing satellite broadband network, Starlink, told the regulator that these “antiquated power restrictions” were unfit for “the modern space age”. It went on to charge that the international process governing the rules had been hijacked by an alliance between the operators of older, geostationary systems and “America’s staunchest adversaries”. 

At stake was “US global competitiveness in the new space economy” and the future of satellite communication, it said. 

SpaceX’s broadside was the second attempt in less than a year to win a revision of these highly technical rules. Nine months ago at the World Radiocommunication Conference, where regulations governing spectrum use are decided, SpaceX and Project Kuiper — Amazon’s attempt to build a rival to Musk’s system — lost an initial attempt to win global support for a change to the power restrictions. 

Graphic explaining how radio interference can affect satellites

Although many in the industry believe a revision is long overdue, the discussions were tense and divisive, according to participants.

On one side were the upstart tech companies whose low Earth orbit satellite networks are threatening the business models of longer-established competitors with high-speed, low-latency broadband services…(More)”.

Crowdfunding Education

Curated on Posted on by Stefaan Verhulst

Article by Victoria Goldiee: “Nigeria’s education system has declined due to inadequate funding and facilities, low admission rates, and a nationwide shortage of qualified teachers. Consequently, receiving a quality education has become a privilege only accessible to families with financial means. According to research by the Nigeria Education and Training Services Industry, 49 percent of Nigeria’s youth enter into trade apprenticeships or expatriate to pursue a better education. In fact, Nigeria has the highest percentage of its students overseas of any African nation.

In February 2016, social entrepreneur Bola Lawal turned to crowdfunding to make educational opportunities accessible to Nigerians. He founded ScholarX as the vehicle to realize this mission through taking advantage of the largely untapped market of unclaimed scholarships, educational grants, and philanthropic donations for African students. The X in ScholarX represents the missing value and recognition that Nigerian youth deserve for their dedication to academic achievement.

“The idea for ScholarX came from the conversation with my friends on our shared experiences,” Lawal recounts, “because I also had difficulty paying for school like millions of Nigerians.” He adds that he was “even suspended from school because” of his inability to pay the tuition fee.

Like Lawal, more than 100,000 Nigerian students overseas rely on scholarships, many of which are backed either by oil and gas companies that aim to recruit students into the industry or by federal government grants for local students. But in recent years, these scholarships have been scaled back or scrapped altogether because of the ongoing economic crisis and recession. The crash of the foreign exchange rate of Nigeria’s currency, the naira, has further threatened the prospects of Nigeria’s overseas students, leaving many unable to pay tuition…(More)”

China’s Hinterland Becomes A Critical Datascape

Curated on Posted on by Stefaan Verhulst

Article by Gary Zhexi Zhang: “In 2014, the southwestern province of Guizhou, a historically poor and mountainous area, beat out rival regions to become China’s first “Big Data Comprehensive Pilot Zone,” as part of a national directive to develop the region — which is otherwise best known as an exporter of tobacco, spirits and coal — into the infrastructural backbone of the country’s data industry. Since then, vast investment has poured into the province. Thousands of miles of highway and high-speed rail tunnel through the mountains. Driving through the province can feel vertiginous: Of the hundred highest bridges in the world, almost half are in Guizhou, and almost all were built in the last 15 years.

In 2015, Xi Jinping visited Gui’an New Area to inaugurate the province’s transformation into China’s “Big Data Valley,” exemplifying the central government’s goal to establish “high quality social and economic development,” ubiquitously advertised through socialist-style slogans plastered on highways and city streets…(More)”.