A Minor Adjustment to the “For You” Algorithm Can Rapidly Foster Political Polarization.

Studies indicate that altering the tone of posts on X can escalate political polarization within just a week, a shift that traditionally would have taken about three years.

An innovative study examining the impact of Elon Musk’s social media platforms on political polarization discovered that even minor increases in posts featuring anti-democratic sentiments or partisan aggression led to a marked rise in negative sentiments toward the opposing political faction among Democrats and Republicans.


The level of division, termed “emotional polarization,” reached in just one week due to the modifications made to the feeds of a specific number of X users equated to what would typically take an average of three years from 1978 to 2020.

Most of the over 1,000 participants in the experiment during the 2024 U.S. presidential election remained unaware of the changes in the tone of their feeds.

The campaign featured divisive viral content on X, including a fake image of Kamala Harris with Jeffrey Epstein and an AI-generated depiction from an image Musk posted showing Harris as a communist dictator, which garnered 84 million views.

Researchers observed that consistent exposure to posts reflecting anti-democratic views or partisan animosity significantly affected users’ feelings towards polarization, inducing heightened emotions of sadness and anger.

Musk acquired Twitter in 2022, rebranded it as X, and introduced a “for you” feed that presented content aimed at maximizing user engagement rather than just displaying posts from accounts that users actively follow.

The finding that increasing anti-democratic content heightens hostility towards political adversaries underscores the “power of algorithms,” noted Martin Savesky, an assistant professor at the University of Washington’s School of Information and a co-author of the study alongside colleagues from Stanford University, Johns Hopkins University, and Northeastern University. This research is published in Science magazine.

“While the adjustments in users’ feeds were subtle, they reported marked changes in their sentiments toward others,” explained Tiziano Picardi, an assistant professor in the Johns Hopkins University School of Computer Science and co-author of the study. “These shifts align with approximately three years of polarization trends seen in the U.S.”

The study also indicated that even slight alterations in users’ feed content could substantially diminish political hostility between Republicans and Democrats, implying that X could foster political unity if Musk opts to implement such changes.

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“The intriguing aspect of these findings is that platforms can implement measures to mitigate polarization,” added Savesky. “This offers a new perspective for algorithm design.”

Mr. X was reached out for comment.

According to Pew Research, eight in ten American adults believe there’s an inability among Republicans and Democrats to agree on not only policies, but also on fundamental facts. Additionally, over half the British population perceives political differences as dangerously divisive, as revealed by a recent Ipsos poll.

The evolution of political polarization caused by exposure to posts on X was evaluated using an innovative methodology. Initially, researchers utilized AI to analyze posts in X’s “for you” feed in real time. The findings indicated that some groups were exposed to more divisive content while others faced less, demonstrating X’s predominant influence. Divisive posts included support for undemocratic practices, partisan violence, a lack of bipartisan consensus, and skewed interpretations of politicized facts.

After a week of reading these subtly modified feeds, researchers prompted users to evaluate their political opponents’ warmth or coldness, favorability or unfavorability. Changes in “emotional deflection” were rated at two degrees or higher on a scale from 0 to 100 on a “feeling thermometer.” This level of increase in polarization matched the typical trend observed in the U.S. over the past four decades leading to 2020. Conversely, reducing posts with anti-democratic views and partisan hostility led to a corresponding decline in political polarization.

Social media platforms have long faced criticism for amplifying divisive content to boost user engagement and thereby increase advertising revenue. Nevertheless, the study revealed that when divisive posts were deprioritized, users tended to like and share more frequently, despite a slight decrease in overall engagement in terms of time spent on the platform and posts viewed.

“The effectiveness of this approach illustrates its potential for integration into social media AI, aimed at mitigating detrimental personal and societal impacts,” the authors argue. “Simultaneously, our engagement analysis indicates a notable trade-off; implementing such measures could decrease short-term engagement levels, posing challenges to engagement-driven business models, supporting the idea that content that elicits strong reactions tends to generate more engagement.”

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Source: www.theguardian.com

Minor Menu Changes Can Encourage Climate-Friendly Food Choices

Recipes don’t necessarily need to be changed to encourage eco-friendly meal choices

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The innovative design of menus available at all times increases the likelihood of selecting healthy, climate-conscious food choices without altering recipes.

This technique lowered the carbon footprint of meals consumed by 300 individuals at the University of Bristol in the UK by a significant 300 people and reduced saturated fat content by 6%.

“We managed to attain these reductions without the consumers realizing it,” states team member Annika Flynn from the university.

Given that students typically received the same 15 meals each week, the only change was in the presentation of the meals. “We haven’t modified the recipes,” says Flynn. “Everything remains consistent; it’s merely about when the orders and meals are served.”

For instance, if beef lasagna is a favored choice and lentil curry is presented as a more sustainable and healthier alternative, many may still opt for the lasagna. However, if the lentil curry is offered alongside a less popular option, diners may be more likely to select the curry.

“Our observations indicate that most interventions encourage consumers to eat slightly more,” Flynn notes. “However, the likelihood of choosing specific foods or dishes primarily relies on the appeal of the options provided.”

The researchers then examined the menus at 12 National Health Services hospitals across the UK. They project that their methods could diminish the carbon footprint of NHS hospital foods by as much as 29% and cut saturated fat content by up to 32%.

https://www.youtube.com/watch?v=xjndtjslp4k

This approach to influencing decisions is termed “nudging.” This study was conducted in a subtle manner, without consumer awareness, as part of a larger initiative focused on sustainable nutrition, environment, and agriculture.

A stealthy strategy can complement efforts to motivate individuals to consciously select healthier or more eco-friendly food options, Flynn asserts. “We can implement both approaches.”

“The key is making it all work together,” comments Charlotte Hardman from the University of Liverpool in the UK. Providing an environment conducive to better choices makes it much simpler for people, she adds.

Flynn mentions her considerations for optimizing their approach, stating, “Ultimately, we aim to develop a user-friendly interface that enables catering providers to customize menus.”

Topics:

  • Climate change/
  • Food Science

Source: www.newscientist.com

My Minor Frustration: How Forced Software Updates Amplify Aggravation | Technology

I was about to set off on an adventurous few hours when we encountered a moment to pause. It wasn’t a major issue—no flat tires or broken handles—just that my map application no longer connects to the music player on my phone. The recent “update” stripped away features, altered the music interface, and removed my ability to track my location on the map simultaneously.

This is what usually complicates my existence in an automated world. The promise of mandatory software updates is to enhance the applications and software we rely on daily, making them more user-friendly and secure. However, in many cases, these updates completely alter the technologies we’ve come to appreciate.

I had finally adjusted to how my device functioned, but did I truly feel secure knowing that the controls could suddenly shift at any time? Sorry—it’s a whole new ball game now! What about those features I relied on frequently, like community-generated subtitles on YouTube and the option to view historical statistics? Apologies, but those have either vanished entirely or are now hidden behind a paywall. This situation breeds paranoia. I’ve found myself immersed in a Reddit thread populated with individuals convinced that the latest operating system updates are reducing their phone’s battery life significantly. Did this actually happen? Who can tell?


This is one reason I feel uneasy about “smart” appliances. While Hollywood portrayals of hackers and robot revolts aren’t particularly terrifying, I’m more concerned about disruptive updates, vanishing features, or unnecessary enhancements. I worry that anonymous developers, miles away, could make a simple change that degrades their apps and software overnight. Half of my computer’s programs are cluttered with the latest AI gimmickry. Just wait until manufacturers of household items decide they need to join in too.

Do you tolerate products that have diminished in quality over time simply because the manufacturer decided so, rather than normal wear and tear? A hammer that inexplicably removed the nail puller unless you pay for a ridiculous new subscription? Shouldn’t you also have a faucet that consistently delivers hot water, instead of being arbitrarily limited by the creator’s whims? It really shouldn’t be like that.

I’ve learned to cope without a map and a connected audio controller. Yet, I still feel the impact. Perhaps it serves as a constant reminder that living a more simplified life, detached from the relentless updates of faceless corporations, is not such a terrible fate.

Source: www.theguardian.com

Trump: “Minor Issue” with Tim Cook Over Apple’s Production in India

Donald Trump has expressed concerns to Apple and its executives regarding a plan that encourages high-tech companies to relocate cell phone manufacturing from India back to the US.

The US President mentioned a “minor issue” with Tim Cook from Apple after reports surfaced indicating that the company is considering shifting mobile phone assembly operations from China to India targeting the US market.

“I encountered a small issue with Tim Cook yesterday,” Trump stated while in Qatar on Thursday. He referred to Apple’s recent commitment of investing $500 million (£37.5 billion) in the US, adding:

The intricate manufacturing process of the iPhone involves over 1,000 components sourced globally, mainly assembled in China. Although Apple keeps its production details under wraps, analysts suggest that approximately 90% of iPhones are assembled domestically.

Nevertheless, rising trade tensions between Washington and Beijing have reportedly led to increased production in India.

“I told Tim… we have supported you well, and we’ve tolerated all the facilities you’ve established in China for years, and now we expect you to build [for] us. We said, “We are not interested in you building in India. India can manage on its own… We want you to construct here.”

Trump also mentioned that Apple would “aid in enhancing production in the US,” but he did not elaborate further on this claim.

Currently, no iPhones are manufactured in the US, and experts have cautioned that relocating assembly of Apple’s best-selling products to the home country may be impractical and costly. US financial firm Wedbush Securities predicts that iPhone expenses would rise if production moves to the US.

Apple has been approached for comments.

Additionally, the US President noted on Thursday that India had extended a trade agreement offering “no tariffs” on American goods.

New Delhi aims to finalize its trade deal with the US amidst a 90-day suspension that Trump announced on April 9th concerning a tariff increase for its trading partners.

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“Selling in India is quite challenging. They essentially offer a deal where they do not impose any customs duties on us,” Trump remarked.

Over the years, India’s Prime Minister Narendra Modi has been positioning his country as a hub for smartphone manufacturing.

In March, Apple’s primary Indian suppliers, Foxconn and Tata, exported a record high of nearly $20 billion worth of iPhones to the US to avoid Trump’s imminent tariffs.

Reuters contributed to this report.

Source: www.theguardian.com

Minor Incentives Can Shield the Grid from the Electric Vehicle Surge

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Challenging charging patterns: Why night charging eases grid pressure

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Offering small financial incentives encourages many electric vehicle owners to charge their cars during off-peak hours, despite the lesser impact of motivational nudges.

This finding emerged from a practical trial illustrating how minor financial rewards can alleviate grid demand during peak times. Such flexibility will become increasingly crucial as the number of electric vehicle users escalates globally.

“Incentivizing nighttime charging led to a 50% reduction in charging periods and a substantial increase in off-peak usage,” says Blake Sheaffer from the University of Calgary, Canada.

Sheaffer and his team engaged 200 electric vehicle owners in Calgary, dividing them randomly into three groups. One group received a financial incentive of 3.5 cents per kilowatt-hour (roughly $10 monthly). The second group was given informational nudges about the societal benefits of off-peak charging, while the third group served as a control, tracking standard charging behaviors without intervention.

Surprisingly, the nudging strategy proved “entirely ineffective,” according to Shaffer. “Simply encouraging them to act out of goodwill didn’t yield significant results.” However, he posits that more frequent reminders than the initial one might have improved outcomes.

In contrast, the financial incentives brought a marked change in charging timings but only while recipients were receiving the money; once the incentives ceased, many reverted to their previous habits.

“The study compellingly demonstrates how small financial rewards can influence electric vehicle charging behavior,” notes Kenneth Gillingham from Yale University. Such rewards might have felt like “easy money” since nighttime charging was largely convenient.

This is particularly significant, as “many energy grids require substantial upgrades,” warns Andrea La Nause from Deakin University in Australia. She points out that her study highlights how financial incentives can lead Australian electric vehicle owners to charge during the day when solar energy inflows peak.

Meanwhile, utility companies like Con Edison and Orange & Rockland in New York have already initiated similar incentive programs to promote off-peak charging.

Topics:

  • Action/
  • Electric Car

Source: www.newscientist.com