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Caught in a social media echo chamber? AI can help you out

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Caught in a social media echo chamber? AI can help you out


A new study involving Binghamton University researchers offers a promising solution: developing an AI system to map out interactions between content and algorithms on digital platforms to reduce the spread of potentially harmful or misleading content. Credit: Binghamton University, State University of New York

Falling for clickbait is easy these days, especially for those who mainly get their news through social media. Have you ever noticed your feed littered with articles that look alike?

Thanks to (AI) technologies, the spread of mass-produced contextually relevant articles and comment-laden posts has become so commonplace that it can appear as though it’s coming from different information sources. The resulting “echo chamber” effect could reinforce a person’s existing perspectives, regardless of whether that information is accurate.

A new study involving Binghamton University, State University of New York researchers offers a promising solution: developing an AI system to map out interactions between content and algorithms on to reduce the spread of potentially harmful or misleading content. That content can be amplified through engagement-focused algorithms, the study noted, and enable to spread, especially if the content is emotionally charged or polarizing.

Researchers believe their proposed AI framework would counter this by allowing users and social media platform operators—Meta or X, for example—to pinpoint sources of potential misinformation and remove them if necessary. More importantly, it would make it easier for their platforms to promote diverse information sources to audiences.

“The online/social media environment provides ideal conditions for that echo chamber effect to be triggered because of how quickly we share information,” said study co-author Thi Tran, assistant professor of management information systems at the Binghamton University School of Management. “People create AI, and just as people can be good or bad, the same applies to AI. Because of that, if you see something online, whether it is something generated by humans or AI, you need to question whether it’s correct or credible.”

Researchers noted that digital platforms facilitate echo chamber dynamics by optimizing content delivery based on engagement metrics and behavioral patterns. Close interactions with like-minded people on social media can amplify a person’s biased cherry-picking tendency when choosing information messages to react to, leading to diverse perspectives being filtered out.

The study tested this theory by randomly surveying 50 , each reacting to five misinformation claims about the COVID-19 vaccine:

  • Vaccines are used to implant barcodes in the population.
  • COVID-19 variants are becoming less lethal.
  • COVID-19 vaccines pose greater risks to children than the virus itself.
  • Natural remedies and alternative medicines can replace COVID-19 vaccines.
  • The COVID-19 vaccine was developed as a tool for global population control.

Here is how the survey’s participants responded:

  • 90% stated they would still get the COVID-19 vaccine after hearing the misinformation claims.
  • 70% indicated they would share the information on social media, more so with friends or family than with strangers.
  • 60% identified the claims as .
  • 70% expressed a need to conduct more research to verify the falsehood.

According to the study, these responses highlighted a critical aspect of the dynamics of misinformation: many people could recognize false claims but also felt compelled to seek more evidence before dismissing them outright.

“We all want information transparency, but the more you are exposed to certain information, the more you’re going to believe it’s true, even if it’s inaccurate,” Tran said. “With this research, instead of asking a fact-checker to verify each piece of content, we can use the same generative AI that the ‘bad guys’ are using to spread misinformation on a larger scale to reinforce the type of content people can rely on.”

The , “Echoes Amplified: A Study of AI-Generated Content and Digital Echo Chambers,” was presented at a conference organized by the Society of Photo-Optical Instrumentation Engineers (SPIE). It was also authored by Binghamton’s Seden Akcinaroglu, a professor of political science; Nihal Poredi, a Ph.D. student in the Thomas J. Watson College of Engineering and Applied Science; and Ashley Kearney from Virginia State University.

More information:
Ashley Kearney et al, Echoes amplified: a study of AI-generated content and digital echo chambers, Disruptive Technologies in Information Sciences IX (2025). DOI: 10.1117/12.3053447

Citation:
Caught in a social media echo chamber? AI can help you out (2025, August 15)
retrieved 15 August 2025
from https://techxplore.com/news/2025-08-caught-social-media-echo-chamber.html

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The 5 Big ‘Known Unknowns’ of Donald Trump’s New War With Iran

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The 5 Big ‘Known Unknowns’ of Donald Trump’s New War With Iran


More recently, Iran has been a regular adversary in cyberspace—and while it hasn’t demonstrated quite the acuity of Russia or China, Iran is “good at finding ways to maximize the impact of their capabilities,” says Jeff Greene, the former executive assistant director of cybersecurity at CISA. Iran, in particular, famously was responsible for a series of distributed-denial-of-service attacks on Wall Street institutions that worried financial markets, and its 2012 attack on Saudi Aramco and Qatar’s Rasgas marked some of the earliest destructive infrastructure cyberattacks.

Today, surely, Iran is weighing which of these tools, networks, and operatives it might press into a response—and where, exactly, that response might come. Given its history of terror campaigns and cyberattacks, there’s no reason to think that Iran’s retaliatory options are limited to missiles alone—or even to the Middle East at all.

Which leads to the biggest known unknown of all:

5. How does this end? There’s an apocryphal story about a 1970s conversation between Henry Kissinger and a Chinese leader—it’s told variously as either Mao-Tse Tung or Zhou Enlai. Asked about the legacy of the French revolution, the Chinese leader quipped, “Too soon to tell.” The story almost surely didn’t happen, but it’s useful in speaking to a larger truth particularly in societies as old as the 2,500-year-old Persian empire: History has a long tail.

As much as Trump (and the world) might hope that democracy breaks out in Iran this spring, the CIA’s official assessment in February was that if Khamenei was killed, he would be likely replaced with hardline figures from the Islamic Revolutionary Guard Corps. And indeed, the fact that Iran’s retaliatory strikes against other targets in the Middle East continued throughout Saturday, even after the death of many senior regime officials—including, purportedly, the defense minister—belied the hope that the government was close to collapse.

The post-World War II history of Iran has surely hinged on three moments and its intersections with American foreign policy—the 1953 CIA coup, the 1979 revolution that removed the shah, and now the 2026 US attacks that have killed its supreme leader. In his recent bestselling book King of Kings, on the fall of the shah, longtime foreign correspondent Scott Anderson writes of 1979, “If one were to make a list of that small handful of revolutions that spurred change on a truly global scale in the modern era, that caused a paradigm shift in the way the world works, to the American, French, and Russian Revolutions might be added the Iranian.”

It is hard not to think today that we are living through a moment equally important in ways that we cannot yet fathom or imagine—and that we should be especially wary of any premature celebration or declarations of success given just how far-reaching Iran’s past turmoils have been.

Defense Secretary Pete Hegseth has repeatedly bragged about how he sees the military and Trump administration’s foreign policy as sending a message to America’s adversaries: “F-A-F-O,” playing off the vulgar colloquialism. Now, though, it’s the US doing the “F-A” portion in the skies over Iran—and the long arc of Iran’s history tells us that we’re a long, long way from the “F-O” part where we understand the consequences.


Let us know what you think about this article. Submit a letter to the editor at mail@wired.com.



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This Backyard Smoker Delivers Results Even a Pitmaster Would Approve Of

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This Backyard Smoker Delivers Results Even a Pitmaster Would Approve Of


While my love of smoked meats is well-documented, my own journey into actually tending the fire started just last spring when I jumped at the opportunity to review the Traeger Woodridge Pro. When Recteq came calling with a similar offer to check out the Flagship 1600, I figured it would be a good way to stay warm all winter.

While the two smokers have a lot in common, the Recteq definitely feels like an upgrade from the Traeger I’ve been using. Not only does it have nearly twice the cooking space, but the huge pellet hopper, rounded barrel, and proper smokestack help me feel like a real pitmaster.

The trade-off is losing some of the usability features that make the Woodridge Pro a great first smoker. The setup isn’t as quite as simple, and the larger footprint and less ergonomic conditions require a little more experience or patience. With both options, excellent smoked meat is just a few button presses away, but speaking as someone with both in their backyard, I’ve been firing up the Recteq more often.

Getting Settled

Photograph: Brad Bourque

Setting up the Recteq wasn’t as time-consuming as the Woodridge, but it was more difficult to manage on my own. Some of the steps, like attaching the bull horns to the lid, or flipping the barrel onto its stand, would really benefit from a patient friend or loved one. Like most smokers, you’ll need to run a burn-in cycle at 400 degrees Fahrenheit to make sure there’s nothing left over from manufacturing or shipping. Given the amount of setup time and need to cool down the smoker after, I would recommend setting this up Friday afternoon if you want to smoke on a Saturday.



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Make the Most of Chrome’s Toolbar by Customizing It to Your Liking

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Make the Most of Chrome’s Toolbar by Customizing It to Your Liking


The main job of Google Chrome is to give you a window to the web. With so much engaging content out there on the internet, you may not have given much thought to the browser framework that serves as the container for the sites you visit.

You’d be forgiven for still using the default toolbar configuration that was in place when you first installed Chrome. But if you take a few minutes to customize it, it can make a significant difference to your browsing. You can get quicker access to the key features you need, and you may even discover features you didn’t know about.

If you’re reading this in Chrome on the desktop, you can experiment with a few customizations right now—all it takes is a few clicks. Here’s how the toolbar in Chrome is put together, and all the different changes you can make.

The Default Layout

Extensions are always easily accessible in Chrome.

Photograph: David Nield

Take a look up at the top right corner of your Chrome browser tab and you’ll see two key buttons: One reveals your browser extensions (the jigsaw piece), and the other opens up your bookmarks (the double-star icon). There should also be a button showing a downward arrow, which gives you access to recently downloaded files.

Right away, you can start customizing. If you click the jigsaw piece icon to show your browser extensions, you can also click the pin button next to any one of these extensions to make it permanently visible on the toolbar. While you don’t want your toolbar to become too cluttered, it means you can put your most-used add-ons within easy reach.

For the extension icons you choose to have on the toolbar, you can choose the way they’re arranged, too: Click and drag on any of the icons to change its position (though the extensions panel itself has to stay in the same place). To remove an extension icon (without uninstalling the extension), right-click on it and choose Unpin.

Making Changes

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The revamped toolbar customization pane.

Photograph: David Nield

Click the three dots up in the top right corner of any browser window and then Settings > Appearance > Customize your toolbar to get to the main toolbar customization panel, which has recently been revamped. Straight away you’ll see toggle switches that let you show or hide certain buttons on the toolbar.



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