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enCommunication that moves
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<span>Communication that moves</span>
<span><span>Amanda J. McManus</span></span>
<span><time datetime="2025-02-26T11:25:25-07:00" title="Wednesday, February 26, 2025 - 11:25">Wed, 02/26/2025 - 11:25</time>
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<div><p class="small-text" dir="ltr"><span><strong>By Joe Arney</strong></span><br><span><strong>Photos by Jack Moody (StratComm鈥�24)</strong></span></p><p dir="ltr"><span>The study of communication, as </span><a href="/cmci/people/communication/jose-joe-izaguirre" rel="nofollow"><span>Jos茅 G. Izaguirre III</span></a><span> knows, is more than just interpreting the words. It鈥檚 also about how those words are heard鈥攊n a speech or an article, or in a post or on a poster.</span></p><p dir="ltr"><span>It鈥檚 why he leans so heavily on showing communication in its original form, whether in the classes he teaches at CMCI or in a new book examining the formation of the Chicano movement.</span></p><p dir="ltr"><span>鈥淎s I was analyzing these different texts, I was just struck by the intentionality to make things look a certain way, which really enriched the communication I was studying,鈥� said Izaguirre, assistant professor of </span><a href="/cmci/academics/communication" rel="nofollow"><span>communication</span></a><span> at the college, who goes by Joe. 鈥淚t was clear that those aesthetics were part of the story, too鈥攖he degree to which photography, illustrations and designs played a significant role in movements.鈥�</span></p></div>
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<div><div class="row ucb-column-container"><div class="col ucb-column"><p class="hero small-text"> </p><p class="hero small-text"><i class="fa-solid fa-quote-right fa-4x fa-pull-right"> </i></p><p class="hero small-text"><span>"It is possible for different people to come together around similar concerns, articulate different visions, but still try to work together to accomplish something good.</span><br><span><strong>Jos茅 G. Izaguirre III</strong></span><br><em>A<span>ssistant Professor</span></em><br><span>Communication</span></p></div><div class="col ucb-column">
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<div><p> </p><p><span>Izaguirre鈥檚 book, </span><a href="https://www.psupress.org/books/titles/978-0-271-09875-3.html" rel="nofollow"><em><span>Becoming La Raza: Negotiating Race in the Chicano Movement(s)</span></em></a><span>, traces the beginning of the movement鈥攚hich originated among striking farm workers in California鈥攖hrough its early years. His research examines the communications that organized Latin American voices into a global political power.</span></p><p><span>鈥淭he book highlights how race is always implicated in different political circumstances鈥攚hile demonstrating that however much we try to get away from the language of race, it鈥檚 always there,鈥� he said. 鈥淚 tried to show the inescapability of race as a part of communication through a story about how Mexican Americans navigated racial dynamics and promoted a racial identity.鈥�</span></p>
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<p><span>A good example: 鈥淐hicano,鈥� once a pejorative label, was itself reclaimed by the organization as it rejected assimilation and sought to assert its Indigenous roots. But while the movement united under one banner, it was never a singular voice. Izaguirre鈥檚 book shows how activists created a political power against the backdrop of the Cold War.</span></p><p><span>鈥淚 think the book highlights the importance of everyday activist movements, or even politically interested individuals who have concerns that are part of a broader community or communal concern,鈥� he said. 鈥淚t takes seriously these moments of everyday communication and spotlights them in ways that are maybe not typical.鈥�</span></p><p><span>鈥淓veryday communication鈥� in the 1960s was, of course, very different than today, when demonstrations largely exist and are communicated in ephemeral digital spaces鈥攚hat鈥檚 trending today is tomorrow鈥檚 relic. Much of Izaguirre鈥檚 source material was donated documents鈥攍eaflets, photos, newspapers and so on鈥攖hat made this project possible. </span></p><p><span>It鈥檚 how he was able to present so many period pieces in his book, alongside close readings of iconic artifacts like the National Farm Worker Association鈥檚 El Plan de Delano, or the poem 鈥淚 Am Joaquin.鈥� And there is value, he said, in seeing how those pieces are designed, even if it鈥檚 text-based, like the Delano document, co-written by Cesar Chavez, to guide their march through California. It contains a list of demands and concerns that, Izaguirre said, are valuable to see in their original context鈥攁nd language. </span></p><h3><span>Another level of engagement</span></h3><p><span>鈥淲hen I show these materials in classes, I want to show that communication as close as possible to what it would have been like to encounter it at the time,鈥� whether that鈥檚 a picture, a pamphlet or a speech, he said. 鈥淚 wouldn鈥檛 call it an epiphany, but there鈥檚 some level of understanding that happens when I show them the whole document. Because it鈥檚 not just text pulled out of somewhere鈥攊t鈥檚 communication they can see for themselves.鈥� </span></p><p><span>That also means students encounter the original communication in its original language. For much of </span><em><span>La Raza</span></em><span>, of course, that鈥檚 Spanish. </span></p><p><span>鈥淚 do show them an English version, so they understand the meaning of the words, but seeing it in its native language, they get almost the emotion of the words,鈥� Izaguirre said. 鈥淪eeing the original document puts it in that cultural or historical context.鈥� </span></p><p><span>It鈥檚 something he hopes readers and students consider in the context of modern political movements, from the iconography at campaign rallies to how people find one another and organize digitally. But he also hopes those readers will be challenged to rethink the narrative that movements鈥攐r communities鈥攃an be viewed singularly. The Chicano movement is a prime example. </span></p><p><span>鈥淚t can be harmful, to see communities being labeled in such a way that they鈥檙e cast as the opposition,鈥� he said. 鈥淚t鈥檚 easy to consolidate groups and label them as friend or foe. What鈥檚 harder is politics鈥攚hich is really about building partnerships and opportunities for equal engagement.</span></p><p><span>鈥淲hat I hope the book shows is that it is possible for different people to come together around similar concerns, articulate different visions, but still try to work together to accomplish something good.鈥�</span></p></div>
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<div>A new book looks at the rise of the Chicano movement through the lens of communication, from speeches to newspapers.</div>
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Wed, 26 Feb 2025 18:25:25 +0000Amanda J. McManus1110 at /cmcinowA better way
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<span>A better way</span>
<span><span>Amanda J. McManus</span></span>
<span><time datetime="2025-02-25T11:52:49-07:00" title="Tuesday, February 25, 2025 - 11:52">Tue, 02/25/2025 - 11:52</time>
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<div><p class="small-text"><span><strong>By Joe Arney</strong></span><br><span><strong>Photos by Kimberly Coffin (CritMedia, StratComm鈥�18)</strong></span></p><p dir="ltr"><span>There鈥檚 a brick paver walkway that crosses 18th Street on the CU Boulder campus by the ATLAS Institute. Thousands of pedestrians use it each day, crossing the brick path while cyclists, e-scooters, buses, emergency vehicles and the occasional car wend their way down the street. </span></p><div class="ucb-box ucb-box-title-hidden ucb-box-alignment-right ucb-box-style-fill ucb-box-theme-lightgray"><div class="ucb-box-inner"><div class="ucb-box-title"> </div><div class="ucb-box-content"><p class="lead small-text"><i class="fa-solid fa-quote-right fa-6x fa-pull-right ucb-icon-color-black"> </i><span>鈥淒esign is a powerful tool to make an impact, because then we鈥檙e not telling certain people they鈥檙e functionally not correct. Instead, we鈥檙e saying, how do we create an environment that actually matches the needs of the user? </span><br><span><strong>Elena Sabinson</strong></span><br><em><span>Director</span></em><br><span>Neuro D Lab</span></p></div></div></div><p dir="ltr"><span>Is it a crosswalk?</span></p><p dir="ltr"><span>From the description above, you might assume so. But there鈥檚 no signage warning drivers of pedestrian activity, or telling them to stop or yield. And you鈥檒l find none of the striping associated with crosswalks. </span></p><p dir="ltr"><span>鈥淲hen the students describe it, they鈥檙e like, 鈥業t鈥檚 basically Frogger out there,鈥欌€� said </span><a href="/envd/elena-sabinson" rel="nofollow"><span>Elena Sabinson</span></a><span>, an assistant professor of </span><a href="/envd/" rel="nofollow"><span>environmental design</span></a><span> at CMCI and director of the Neuro D Lab, which explores the intersection of design, neurodiversity, equity and innovation. 鈥淭hat space of ambiguity becomes a place where conflict or confusion happens. The lab looks at how that affects everyone, but especially neurodivergent folks who might rely on clarity and clear signage to understand how to navigate things.鈥� </span></p><p dir="ltr"><span>Neurodivergence has become a global point of conversation as a movement builds to both recognize that each brain functions differently and to better understand how to design products, services, buildings and so on that serve everyone, instead of asking people to conform to the built environment.</span></p><p dir="ltr"><span>鈥淒esign is a powerful tool to make an impact, because then we鈥檙e not telling certain people they鈥檙e functionally not correct,鈥� Sabinson said. 鈥淚nstead, we鈥檙e saying, how do we create an environment that actually matches the needs of the user?鈥� </span></p></div>
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<p class="small-text"><em>Elena Sabinson crosses the street in front of the CASE building. While the brick paver walkway looks like a crosswalk, it lacks striping and signage indicating it's safe to cross, which can confuse both pedestrians and drivers. Part of Sabinson's research work involves assessing wayfinding on the CU Boulder campus for confusing design cues.</em></p>
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<div><h2><span>A new direction for her work</span></h2><p dir="ltr"><span>Sabinson is uniquely suited to such challenges. As a PhD student at Cornell University, she was studying self-soothing technologies鈥攅specially in the area of soft robotics, like breathing wall panels that help people regulate their biorhythms during stressful experiences鈥攚hen she received a diagnosis of autism and ADHD.</span></p><p dir="ltr"><span>鈥淭hat changed the trajectory of my research,鈥� she said. 鈥淚鈥檓 still focusing on emotional well-being, but with this environmental lens of how to create inclusive, accessible products that are centered around self determination, agency and empowerment. </span></p><p dir="ltr"><span>鈥淚 make a choice to say I鈥檓 an autistic-led lab, and I invite this type of conversation in by making that choice, rather than just being an autistic person doing research.鈥�</span></p><p dir="ltr"><span>Bringing students into her lab and giving them opportunities to engage these challenges will, she said, push her to question some of her own assumptions developed after years of working in the field. But it鈥檚 also creating opportunities to potentially reshape the campus, such as the wayfinding project examining features like the ambiguous campus crosswalk. </span></p><p dir="ltr"><span>That work is partially funded by an undergraduate research opportunities program grant issued by the university. Earlier this month, Sabinson鈥檚 work was accepted by EDRA56, the influential conference of the Environmental Design Research Association. She鈥檚 looking forward to presenting it this May, in addition to helping drive conversations around making the campus easier to navigate. </span></p><p dir="ltr"><span>鈥淥ne thing we have as a research lab is access to students who are really engaged and passionate about this work, and who want to take on projects that can鈥檛 always happen in industry, due to timeline and budgetary constraints,鈥� she said. </span></p></div>
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<div><h2><span>Industry feedback</span></h2><p dir="ltr"><span>Another thing she wants through both the lab and her classes is the chance for ideas from industry to influence her students鈥� innovation. In a course she teaches on fidgets and stims, one student created the Cacti Clicker, a plastic cactus with moveable segments. When you twist it, it makes a clicking sound, which isn鈥檛 always acceptable in a work or school setting. </span></p><p dir="ltr"><span>鈥淪o the student redesigned it so some of the spins make noise and some don鈥檛, so you can still get the sensation if you鈥檙e in a crowded space,鈥� Sabinson said. 鈥淭hat鈥檚 an example of how we field test these products with people, get feedback鈥攁nd learn to take feedback鈥攖o make their products better.鈥�</span></p><p dir="ltr"><span>It also doesn鈥檛 look like a traditional fidget toy. That鈥檚 also by design鈥攊t just looks like a cactus statue on a desk in Sabinson鈥檚 office. </span></p><p dir="ltr"><span>鈥淎 lot of what I consider in my work, and that we talk about in class, is the social stigma around using a fidget鈥攖hat a lot of people might want to, but they鈥檙e considered to be toys,鈥� she said. </span></p><p dir="ltr"><span>The bigger goal is to eliminate that stigma altogether鈥攂ut in the meantime, she said, this product is an option for people who need it, while 鈥渏ust living on your desk and looking like a decoration.鈥�</span></p></div>
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<div>Can design help those with neurodivergence be more comfortable in their environments? A new lab is searching for answers.</div>
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<p><em>Elena Sabinson demonstrates using an inflatable sensory band in her office. Part of Sabinson's research looks at inflatable surfaces and products that can be used by people managing anxiety to make them more comfortable in their environment.</em></p>
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<div>Elena Sabinson demonstrates using an inflatable sensory band in her office. Part of Sabinson's research looks at inflatable surfaces and products that can be used by people managing anxiety to make them more comfortable in their environment.</div>
Tue, 25 Feb 2025 18:52:49 +0000Amanda J. McManus1109 at /cmcinowPoll-arized
/cmcinow/2024/08/16/poll-arized
<span>Poll-arized</span>
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<p class="small-text"><strong>By Joe Arney</strong></p><p>Deepfakes. Distrust. Data manipulation. Is it any wonder American democracy feels like it has reached such a dangerous tipping point? </p><p>As our public squares have emptied of reasoned discussion, and our social media feeds have filled with vitriol, viciousness and villainy, we鈥檝e found ourselves increasingly isolated and unable to escape our echo chambers. And while it鈥檚 easy to blame social media, adtech platforms or the news, it鈥檚 the way these forces overlap and feed off each other that鈥檚 put us in this mess.</p><p>It鈥檚 an important problem to confront as we close in on a consequential election, but the issue is bigger than just what happens this November, or whether you identify with one party or another. Fortunately, the College of Media, Communication and Information was designed for just these kinds of challenges, where a multidisciplinary approach is needed to frame, address and solve increasingly complex problems. </p><p>鈥淒emocracy is not just about what happens in this election,鈥� said Nathan Schneider, an assistant professor of media studies and an expert in the design and governance of the internet. 鈥淚t鈥檚 a much longer story, and through all the threats we鈥檝e seen, I鈥檝e taken hope from focusing my attention on advancing democracy, rather than just defending it.鈥�</p><p>We spoke to Schneider and other CMCI experts in journalism, information science, media studies, advertising and communication to understand the scope of the challenges. And we asked one big question of each in order to help us make sense of this moment in history, understand how we got here and鈥攎aybe鈥攆ind some faith in the future. </p><p class="text-align-center"><strong>***</strong> </p>
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<p>Newsrooms have been decimated. The younger generation doesn鈥檛 closely follow the news. Attention spans have withered in the TikTok age. Can we count on journalism to serve its Fourth Estate function and deliver fair, accurate coverage of the election?</p><p>Mike McDevitt, a former editorial writer and reporter, isn鈥檛 convinced the press has learned its lessons from the 2016 cycle, when outlets chased ratings and the appearance of impartiality over a commitment to craft that might have painted more accurate portraits of both candidates. High-quality reporting, he said, may mean less focus on finding scoops and more time sharing resources to chase impactful stories.</p><p><strong>How can journalism be better?</strong></p><p>鈥淎 lot of journalists might disagree with me, but I think news media should be less competitive among each other and find ways to collaborate, especially with the industry gutted. And the news can鈥檛 lose sight of what鈥檚 important by chasing clickable stories. Covering chaos and conflict is tempting, but journalism鈥檚 interests in this respect do not always align with the security of democracy. While threats to democracy are real, amplifying chaos is not how news media should operate during an era of democratic backsliding.鈥� </p><p class="text-align-center"><strong>***</strong></p><p>After the 2016 election, Brian C. Keegan was searching for ways to use his interests in the computer and social sciences in service of democracy. That鈥檚 driven his expertise in public-interest data science鈥攈ow to make closed data more accessible to voters, journalists, activists and researchers. He looks at how campaigns can more effectively engage voters, understand important issues and form policies that address community needs. </p><div class="ucb-box ucb-box-title-hidden ucb-box-alignment-left ucb-box-style-none ucb-box-theme-lightgray"><div class="ucb-box-inner"><div class="ucb-box-title"> </div><div class="ucb-box-content"><p class="lead"><i class="fa-solid fa-quote-left fa-2x fa-pull-left ucb-icon-color-gold"> </i>The U.S. news media has blood on its hands from 2016. It will go down as one of the worst moments in the history of American journalism.鈥�</p><p> Mike McDevitt<br> Professor, journalism</p></div></div></div><p><strong>You鈥檝e called the 2012 election an 鈥渆nd of history鈥� moment. Can you explain that in the context of what鈥檚 happening in 2024?</strong></p><p>鈥淚n 2012, we were coming out of the Arab Spring, and everyone was optimistic about social media. The idea that it could be a tool for bots and state information operations to influence elections would have seemed like science fiction. Twelve years later, we鈥檝e finally learned these platforms are not neutral, have real risk and can be manipulated. And now, two years into the large language model moment, people are saying these are just neutral tools that can only be a force for good. That argument is already falling apart.</p><div class="ucb-box ucb-box-title-hidden ucb-box-alignment-left ucb-box-style-none ucb-box-theme-lightgray"><div class="ucb-box-inner"><div class="ucb-box-title"> </div><div class="ucb-box-content">
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<p class="lead"><i class="fa-solid fa-quote-left fa-2x fa-pull-left ucb-icon-color-gold"> </i>I think 2024 will be the first, and last, <br>A.I. election.鈥�</p><p class="lead"><br>Brian C. Keegan<br>Assistant professor, information science</p></div></div></div><p>鈥淵ou could actually roll the clock back even further, to the 1960s and 鈥�70s, when people were thinking about <em>Silent Spring</em> and <em>Unsafe at Any Speed</em>, and recognizing there are all these environmental, regulatory, economic and social things all connected through this lens of the environment. Like any computing system, when it comes to data, if you have garbage in, you get garbage out. The bias and misinformation we put into these A.I. systems are polluting our information ecosystem in ways that journalists, activists, researchers and others aren鈥檛 equipped to handle.鈥� </p><p class="text-align-center"><strong>***</strong></p><p>One of Angie Chuang鈥檚 last news jobs was covering race and ethnicity for <em>The Oregonian</em>. In the early 2000s, it wasn鈥檛 always easy to find answers to questions about race in a mostly white newsroom. Conferences like those put on by the Asian American Journalists Association 鈥渨ere times of revitalization for me,鈥� she said.</p><p>When this year鈥檚 conference of the National Association of Black Journalists was disrupted by racist attacks against Kamala Harris, Chuang鈥檚 first thoughts were for the attendees who lost the opportunity to learn from one another and find the support she did as a cub reporter.</p><p>鈥淲hat鈥檚 lost in this discussion is the entire event shifted to this focus on Donald Trump and the internal conflict in the organization, and I鈥檓 certain that as a result, journalists and students who went lost out on some of that solidarity,鈥� she said. And it fits a larger pattern of outspoken newsmakers inserting themselves into the news to claim the spotlight. </p><p><strong>How can journalism avoid being hijacked by the people it covers?</strong></p><p>鈥淚t comes down to context. We need to train reporters to take a breath and not just focus on being the first out there. And I know that鈥檚 really hard, because the rewards for being first and getting those clicks ahead of the crowd are well established.鈥� </p><div class="ucb-box ucb-box-title-hidden ucb-box-alignment-right ucb-box-style-fill ucb-box-theme-white"><div class="ucb-box-inner"><div class="ucb-box-title"> </div><div class="ucb-box-content"><p class="lead">鈥淚 can鈥檛 blame the reporters who feel these moments are worth covering, because I feel as conflicted as they do.<i class="fa-solid fa-quote-right fa-2x fa-pull-right ucb-icon-color-gold"> </i><span> </span><br>Angie Chuang<br>Associate professor, journalism</p></div></div></div><p class="text-align-center"><strong>***</strong></p><p>Agenda setting鈥攖he concept that we take our cues of what鈥檚 important from the news鈥攊s as old an idea as mass media itself, but Chris Vargo is drawing interesting conclusions from studying the practice in the digital age. Worth watching, he and other CMCI researchers said, are countermedia entities, which undermine the depictions of reality found in the mainstream press through hyper-partisan content and the use of mis- and disinformation.</p><p><strong>How did we get into these silos, and how do we get out?</strong></p><p>鈥淭he absence of traditional gatekeepers has helped people create identities around the issues they choose to believe in. Real-world cues do tell us a little about what we find important鈥攁 lot of people had to get COVID to know it was bad鈥攂ut we now choose media in order to form a community. The ability to self-select what you want to listen to and believe in is a terrifying story, because selecting media based on what makes us feel most comfortable, that tells us what we want to hear, flies in the face of actual news reporting and journalistic integrity.鈥� </p><div class="ucb-box ucb-box-title-hidden ucb-box-alignment-right ucb-box-style-fill ucb-box-theme-white"><div class="ucb-box-inner"><div class="ucb-box-title"> </div><div class="ucb-box-content"><p class="lead">鈥淚 do worry about our institutions. I don鈥檛 like that a majority of Americans don鈥檛 trust CNN.<i class="fa-solid fa-quote-right fa-2x fa-pull-right ucb-icon-color-gold"> </i><br> </p><p class="lead">Chris Vargo<br>Associate professor, advertising, <br>public relations and media design</p></div></div></div><p class="text-align-center"><strong>***</strong></p><p>Her research into deepfakes has validated what Sandra Ristovska has known for a long time: For as long as we鈥檝e had visual technologies, we鈥檝e had the ability to manipulate them.</p><p>Seeing pornographic images of Taylor Swift on social media or getting robocalls from Joe Biden telling voters to stay home鈥攃ontent created by generative artificial intelligence鈥攊s a reminder that the scale of the problem is unprecedented. But Ristovska鈥檚 work has found examples of fake photos from the dawn of the 20th century supposedly showing, for example, damage from catastrophic tornadoes that never happened. </p><p>Ristovska grew up amid the Yugoslav Wars; her interest in becoming a documentary filmmaker was in part shaped by seeing how photos and videos from the brutal fighting and genocide were manipulated for political and legal means. It taught her to be a skeptic when it comes to what she sees shared online. </p><p>鈥淪o, you see the Taylor Swift video鈥攊t seems out of character for her public persona. Or the president鈥攚hy would he say something like that?鈥� she said. 鈥淚nstead of just hitting the share button, we should train ourselves to go online and fact check it鈥攖o be more engaged.鈥� </p>
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<p><strong>Even when we believe something is fake, if it aligns with our worldview, we are likely to accept it as reality. Knowing that, how do we combat deepfakes?</strong></p><p>鈥淲e need to go old school. We鈥檝e lost sight of the collective good, and you solve that by building opportunities to come together as communities and have discussions. We鈥檙e gentler and more tolerant of each other when we鈥檙e face-to-face. This has always been true, but it鈥檚 becoming even more true today, because we have more incentives to be isolated than ever.鈥� </p><p class="text-align-center"><strong>***</strong></p><p>Early scholarly works waxed poetic on the internet鈥檚 potential, through its ability to connect people and share information, to defeat autocracy. But, Nathan Schneider has argued, the internet is actually organized as a series of little autocracies鈥攚here users are subject to the whims of moderators and whoever owns the servers鈥攅ffectively meaning you must work against the defaults to be truly democratic. He suggests living with these systems is contributing to the global rise of authoritarianism. In a new book, <em>Governable Spaces</em>, Schneider calls for redesigning social media with everyday democracy in mind.</p><p><strong>If the internet enables autocracy, what can we do to fix it?</strong></p><p>鈥淲e could design our networks for collective ownership, rather than the assumption that every service is a top-down fiefdom. And we could think about democracy as a tool for solving problems, like conflict among users. Polarizing outcomes, like so-called cancel culture, emerge because people don鈥檛 have better options for addressing harm. A democratic society needs public squares designed for democratic processes and practices.鈥� </p><p class="text-align-center"><strong>***</strong></p><p>It may be derided as dull, but the public meeting is a bedrock of American democracy. It has also changed drastically as fringe groups have seized these spaces to give misinformation a megaphone, ban books and take up other undemocratic causes. Leah Sprain researches how specific communication practices facilitate and inhibit democratic action. She works as a facilitator with several groups, including the League of Women Voters and Restore the Balance, to ensure events like candidate forums embrace difficult issues while remaining nonpartisan.</p><p><strong>What鈥檚 a story we鈥檙e not telling about voters ahead of the election?</strong></p><p>鈥淲e should be looking more at college towns, because town-gown divides are real and long-standing. There鈥檚 a politics of resentment even in a place like Boulder, where you have people who say, 鈥榃e know so much about these issues, we shouldn鈥檛 let students vote on them鈥欌€攖o the point where providing pizza to encourage voter turnout becomes this major controversy. Giving young people access to be involved, making them feel empowered to make a difference and be heard鈥攖hese are good things.鈥� </p><p class="text-align-center"><strong>***</strong></p>
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<p>Toby Hopp studies the news media and digital content providers with an eye to how our interactions with media shape conversations in the public sphere. Much of that is changing as trust and engagement with mainstream news sources declines. He鈥檚 studied whether showing critical-thinking prompts alongside shared posts鈥攔equiring users to consider the messages as well as the structure of the platform itself鈥攎ay be better than relying on top-down content moderation from tech companies. </p><p>Ultimately, the existing business model of the big social media companies鈥攑ackaging users to be sold to advertisers鈥攎ay be the most limiting feature when it comes to reform. Hopp said he doubts a business the size of Meta can pivot from its model.</p><p><strong>How does social media rehabilitate itself to become more trusted? Can it?</strong></p><p>鈥淪ocial media platforms are driven by monopolistic impulses, and there鈥檚 not a lot of effort put into changing established strategies when you鈥檙e the only business in town. The development of new platforms might offer a wider breadth of platform choice鈥攚hich might limit the spread of misinformation on a Facebook or Twitter due to the diminished reach of any single platform.鈥� </p><p class="text-align-center"><strong>***</strong></p><div class="ucb-box ucb-box-title-hidden ucb-box-alignment-right ucb-box-style-none ucb-box-theme-lightgray"><div class="ucb-box-inner"><div class="ucb-box-title"> </div><div class="ucb-box-content"><p class="lead"><i class="fa-solid fa-quote-left fa-2x fa-pull-left ucb-icon-color-gold"> </i>Images have always required us to be more engaged. Now, with the speed of disinformation, we need to do a little more work.鈥�<br> </p><p class="lead">Sandra Ristovska<br>Assistant professor, media studies</p></div></div></div><p>CU News Corps was created to simulate a real-world newsroom that allows journalism students to do the kind of long-form, investigative pieces that are in such short supply at a time of social media hot takes and pundits trading talking points. </p><p>鈥淚 thought we should design the course you鈥檇 most want to take if you were a journalism major,鈥� said Chuck Plunkett, director of the capstone course and an experienced reporter. Having a mandate to do investigative journalism 鈥渕eans we can challenge our students to dig in and do meaningful work, to expose them to other kinds of people or ideas that aren鈥檛 on their radar.鈥� </p><p>Over the course of a semester, the students work under the guidance of reporters and editors at partner media companies to produce long-form multimedia stories that are shared on the News Corps website and, often, are picked up by those same publications, giving the students invaluable clips for their job searches while supporting resource-strapped newsrooms. </p><p><strong>With the news business facing such a challenging future, both economically and politically, why should students study journalism?</strong></p><p>鈥淓ven before the great contraction of news, the figure I had in my mind was five years after students graduate, maybe 25 percent of them were still in professional newsrooms. But journalism is a tremendous major because you learn to think critically, research deeply and efficiently, interact with other people, process enormous amounts of information, and have excellent communication skills. Every profession needs people with those skills.鈥�</p></div>
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<div>Where do we go from here? CMCI experts share their perspectives on journalism, advertising, data science, communication and more in an era of democratic backsliding. </div>
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Fri, 16 Aug 2024 21:08:32 +0000Anonymous1086 at /cmcinowThe race to make tech more equal
/cmcinow/2024/08/14/race-make-tech-more-equal
<span>The race to make tech more equal</span>
<span><span>Anonymous (not verified)</span></span>
<span><time datetime="2024-08-14T15:54:10-06:00" title="Wednesday, August 14, 2024 - 15:54">Wed, 08/14/2024 - 15:54</time>
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<div><p class="small-text"><strong>By Joe Arney</strong><br><strong>Photos by Kimberly Coffin (CritMedia, StratComm鈥�18)</strong></p><p>Back when Bryan Semaan鈥檚 mom had a Facebook account, doomscrolling wasn鈥檛 part of her vernacular.</p><p>The Iraqi culture she was raised in compels celebration of accomplishments and milestones, 鈥渟o any time someone posted something, she felt she had to interact with it,鈥� Semaan said. 鈥淭hat personal engagement runs very deeply through our culture.鈥�</p><p>But it became exhausting for her to keep up as her network swelled into the hundreds, so she deactivated her account. For Semaan, it鈥檚 a fitting metaphor for his research鈥攚hich challenges the assumptions tech developers make about the users of their products and services. And it鈥檚 the kind of problem he wants to study through the <a href="/center/crmt/" rel="nofollow">Center for Race, Media and Technology</a>, which the 暗网禁区 unveiled in the spring.</p><p>鈥淭he people developing these technologies are in Silicon Valley鈥攕o, mostly male, mostly white,鈥� said Semaan, director of the center and an associate professor of information science at CMCI. 鈥淎 lot of the values we bake into these technologies are being forced onto people in different cultures, often creating problems.鈥�</p><p>As a first-generation American, Semaan said he identifies with the liminal moments faced by others living between worlds鈥攊mmigrants, veterans, refugees, people of color or Indigenous people鈥攁nd the challenges of adopting to Western societal structures. Technology plays a big part, and the discipline鈥檚 blind spots are a key focus of Semaan鈥檚 research, which asks how these tools can create resilience for people in those liminal moments, such as a climate refugee fleeing disaster or a queer teenager anxious about coming out.</p><p>To kick off the center, in March, <a href="/cmci/news/2024/03/08/center-race-tech-media-ruha-benjamin" rel="nofollow">CMCI welcomed Ruha Benjamin</a>, a professor at Princeton who鈥檚 developed her scholarship around what she calls the 鈥淣ew Jim Code鈥濃€攁 nod to both the Jim Crow laws that enforced segregation and the biases encoded into technology. Benjamin, he said, 鈥渇ocuses on how people consider technology to be a benign thing, when in fact it isn鈥檛鈥攖ech nology takes on the values of those who create it.鈥�</p><p>Fortunately, Semaan said, we鈥檙e at a moment when society is recognizing the importance of equity and justice, while seeing technology as a problem, a solution and a thread tying together the great challenges facing humanity鈥攑olitical polarization, disinformation, climate change and so on.</p><div class="ucb-box ucb-box-title-hidden ucb-box-alignment-right ucb-box-style-fill ucb-box-theme-white"><div class="ucb-box-inner"><div class="ucb-box-title"> </div><div class="ucb-box-content"><p class="lead">"These bigger challenges are going to require people thinking together at a much grander scale, which means changing how we work.<i class="fa-solid fa-quote-right fa-2x fa-pull-right ucb-icon-color-gold"> </i></p><p>Bryan Semaan</p></div></div></div><p>He鈥檚 optimistic that the Center for Race, Media and Technology will collect the broad perspectives needed to make, as he put it, 鈥渢he intractable problems tractable.鈥�</p><p>鈥淲hat I imagine for the center is encouraging collaborations among the experts we bring together,鈥� he said. 鈥淎nd I鈥檓 really hoping my research direction changes as a result of getting to work with the amazing people I鈥檒l meet.鈥�</p><p>If it鈥檚 collaboration he wants to get out of the center, Semaan鈥檚 successes to date have been more about tenacity. Early in his career, he said, some of his colleagues tried to steer him from migrants and veterans, dismissing his interest in making technology equitable as 鈥渁 diversity ghetto.鈥�</p><p>That didn鈥檛 deter him鈥攁nd, with the benefit of hindsight, those rejections made him a better scholar.</p><p>鈥淚n my research, the people you work with are incredibly vulnerable, or are so busy surviving that they can鈥檛 talk to you,鈥� he said. 鈥淵ou have to be passionate about that work, and prepared for long-tail effort before you make progress.鈥�</p><p>The work of the center will be a long game, but if successful, Semaan said, it will put CU Boulder at the center of the conversation around purposefully designed technology.</p><p>鈥淚t dovetails with the university鈥檚 broader mission around diversity,鈥� he said. 鈥淚t鈥檚 not just saying we鈥檙e going to increase diversity鈥攊t鈥檚 the issues we are approaching and the support we are building for different scholars across the university. Because these bigger challenges are going to require people thinking together at a much grander scale, which means changing how we work.鈥�</p></div>
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<div>A new center at CMCI is organizing faculty thought leadership to answer big, systemic questions about technology鈥檚 role in issues of social justice.</div>
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Wed, 14 Aug 2024 21:54:10 +0000Anonymous1084 at /cmcinowBrushing up their skills
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<span>Brushing up their skills</span>
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<p>High up on scaffolding, students meticulously paint bright floral patterns on the west side of the Boulder Dushanbe Teahouse. </p><p>They鈥檝e been learning the traditional art of ornamental painting鈥攏akkoshi鈥攆rom Maruf Mirakhmatov, who is visiting Boulder from Khujand, Tajikistan, for six months. </p><p>鈥淚 really want to get into art restoration or just restoration overall, especially with bigger buildings,鈥� said Kaija Galins, a junior architecture major. 鈥淢y favorite part has been to watch each step of the way, like the sanding, laying down the charcoal and the tracing process.鈥� </p><p>Galins is one of 17 students who over the summer took a course on restoration of the Dushanbe Teahouse with Azza Kamal, an associate teaching professor in the Program in Environmental Design and a former historic preservation commissioner.</p><p>Students studied cultural heritage and preservation, practiced painting techniques in the classroom, and applied those skills to onsite restoration under Mirakhmatov鈥檚 guidance.</p><p>Kamal said the students also learned about the urgency to account for embodied carbon in new construction and restoration, as well as the value of refurbishing and recycling materials so they don鈥檛 end up in the landfill. A gift from Boulder鈥檚 sister city in Dushanbe, Tajikistan, the teahouse鈥檚 intricate carvings, painted woodwork and ceramic panels were created by more than 40 artisans, including Mirakhmatov鈥檚 grandfather. </p><p>鈥淚t鈥檚 important work, because there are only a couple people in Tajikistan still doing this,鈥� said Mirakhmatov, a fifth-generation artisan. 鈥淔or me, it鈥檚 easy because it鈥檚 in my blood, and every day when I鈥檓 painting here, I鈥檓 enjoying it.鈥�</p></div>
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</div></div><div class="row ucb-column-container"><div class="col ucb-column"><p class="small-text">A student paints a section of the wall.</p></div><div class="col ucb-column"><p class="small-text">Students work on restoration at the teahouse.</p></div><div class="col ucb-column"><p class="small-text">Azza Kamal, right, works with a student on a corbel design.</p></div></div><div class="row ucb-column-container"><div class="col ucb-column">
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<img loading="lazy" src="/cmcinow/sites/default/files/styles/large_image_style/public/block/rbg_envd_project_for_dushanbe_teahouse_in_the_classroom_kimberly_coffin_summer_2024-79.jpg?itok=MkI2R1ia" width="1500" height="1003" alt="students working on designs for the teahouse">
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<img loading="lazy" src="/cmcinow/sites/default/files/styles/large_image_style/public/block/rbg_dushanbe_teahouse_restoration_envd_kimberly_coffin_summer_2024-94.jpg?itok=6Gxsn321" width="1500" height="1025" alt="repainted corbels">
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</div></div><div class="row ucb-column-container"><div class="col ucb-column"><p class="small-text">Students practice painting techniques in class.</p></div><div class="col ucb-column"><p class="small-text">The corbels under the roofline have been repainted, while restoration of the lower panel is still underway.</p></div><div class="col ucb-column"><p class="small-text">Maruf Mirakhmatov paints white outlines on a floral design. The Program in Environmental Design, the city of Boulder and the Boulder-Dushanbe Sister Cities Project partnered to bring Mirakhmatov to Boulder for six months.</p></div></div><p> </p></div>
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<div>A beloved Boulder landmark is getting a refresh thanks to students who are touching up the complex paint job under the guidance of an artist from Boulder鈥檚 Tajikistan sister city. </div>
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Tue, 13 Aug 2024 21:05:17 +0000Anonymous1081 at /cmcinow#TechEthics
/cmcinow/2024/02/02/techethics
<span>#TechEthics</span>
<span><span>Anonymous (not verified)</span></span>
<span><time datetime="2024-02-02T12:44:07-07:00" title="Friday, February 2, 2024 - 12:44">Fri, 02/02/2024 - 12:44</time>
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<div><p class="small-text"><strong>By Joe Arney</strong></p><p><span>Not many computer scientists have signs reading 鈥淩age Against the Machine Learning鈥� in their offices.</span></p><p><span>But in </span><a href="/cmci/people/information-science/evan-peck" rel="nofollow">Evan Peck</a>鈥檚 case, it鈥檚 a perfect symbol of why he was so excited to join the <a href="/cmci/people/information-science" rel="nofollow">information science department</a> of the College of Media, Communication and Information this fall. </p><div class="ucb-box ucb-box-title-hidden ucb-box-alignment-right ucb-box-style-fill ucb-box-theme-lightgray"><div class="ucb-box-inner"><div class="ucb-box-title"> </div><div class="ucb-box-content"><p class="lead"><span>鈥淚 love being here because CMCI draws students who want to use technology in service of something they already care deeply about, and not for its own sake.</span><i class="fa-solid fa-quote-right fa-3x fa-pull-right ucb-icon-color-gold"> </i></p><p><span><strong>Evan Peck</strong></span><br><em><span>Associate professor, information science</span></em></p></div></div></div><p><span>鈥淚 started to believe that some of the most pressing problems our society is wrestling with don鈥檛 require deeper technical solutions, but a reimagining of the ways we鈥檙e using technology,鈥� he said. 鈥淚 was looking for deeper connections to social sciences and community-focused work鈥攁nd I think that鈥檚 what information science excels at, shifting the lens of the technical in service to the community and society.鈥�</span></p><p><span>Peck joined the 暗网禁区 this fall from Bucknell University, meaning he鈥檚 gone from being a Bison to a Buffalo. More than that, it gave him a chance to join a college and department that is more closely aligned with his evolving research interests, which center on information visualization鈥攅specially the way data is communicated to the public.</span></p><h3>Establishing trust around data</h3><p><span>He already appreciates being surrounded by faculty and students who are experts in fields like media studies and communication.</span></p><p><span>鈥淚鈥檓 fascinated by how we encourage people to trust data, understand it and respond to it,鈥� Peck said. 鈥淲hile we can advance science enough to offer compelling solutions to societal problems, we continue to share those insights to the public without an understanding of people鈥檚 cultures, beliefs and background. That鈥檚 a recipe for failure.鈥�</span></p><p><span>If you think about some of the public health messaging you saw during the pandemic, you鈥檒l probably remember the frustration of getting information that wasn鈥檛 helpful or didn鈥檛 reflect reality. Peck, for instance, lived in central Pennsylvania during the lockdowns. In the summer of 2020, his rural county hadn鈥檛 seen a day in which more than two people tested positive, but because most COVID maps reported risk at the state level, high caseloads in Philadelphia and Pittsburgh made all of Pennsylvania look more infectious than it was.</span></p><p><span>That degrades trust in experts, he said, 鈥渁nd when cases spiked in my county about a month later, I believe it had eroded trust and willingness to react to that data.鈥�</span></p></div>
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<div><p><span>He has taken his interest in this area to some interesting new arenas, including extensive interviews with rural Pennsylvanians at construction sites and farmers markets, to better understand how they interpreted charts and what information was important to them. The resulting research received a best paper award at the premier Human-Computer Interaction conference, has been cited by the Urban Institute and others, and helped cement his interest in information science.</span></p><p><span>鈥淚 had a moment of realization,鈥� Peck said. 鈥淚 could spend my whole career as a visualization researcher and still have zero impact on my community. So how do we engage in research that has a positive impact on the people and community around the university?鈥�</span></p><p><span>It鈥檚 not the only area he鈥檚 looking to create impact. Peck describes himself as an advocate for undergraduate research opportunities, especially for students searching for a sense of place within their degree programs.</span></p><p><span>鈥淚t鈥檚 a mechanism for helping students explore areas that aren鈥檛 strongly represented in their core academic programs,鈥� Peck said. 鈥淚 saw this as an advisor in computer science for nearly a decade鈥擨 advised students who wanted to think deeply about how their designs impacted people, but in a curriculum in which people were a side story to their technical depth.鈥�</span></p><h3>An eye to ethics</h3><p><span>He also created an initiative around ethics and computing curricula at Bucknell that鈥檚 been adopted by computer science programs everywhere. If a question was presented in an ethics context, students came up with thoughtful answers鈥攂ut that reasoning did not extend into other assignments or their careers. It鈥檚 a story that鈥檚 familiar for anyone thinking about the addictiveness of social media platforms or the disruptive potential of artificial intelligence</span></p><p><span>Some computer science programs offered a single ethics course, 鈥渂ut it was so isolated from the rest of their technical content that students wouldn鈥檛 put them together,鈥� Peck said.</span></p><p><span>In response, he added more ethical and critical thinking components to the core technical curriculum, and developed a set of programming assignments in which students wrestle with a societal design question in order to accomplish their programming goals. He currently has a grant through Mozilla鈥檚 Responsible Computing Challenge to continue that work at CU Boulder.</span></p><p><span>鈥淚t鈥檚 about connecting the dots and building habits. Students need to understand that the system I鈥檓 programming is going to have implications beyond Silicon Valley,鈥� he said. 鈥淗ow can we get you to think about the human tradeoffs beyond the aggregated rules you鈥檙e creating?鈥�</span></p><p><span>It鈥檚 the kind of question he feels renewed vigor about pursuing in the Department of Information Science. </span></p><p><span>鈥淚 love being here because CMCI draws students who want to use technology in service of something they already care deeply about, and not for its own sake,鈥� Peck said.</span></p><p><span>鈥淐omputer science knows how to build marvelous systems, but not always how to make them work fairly or responsibly for diverse people and communities,鈥� he added. 鈥淚 think our department goes beyond the idea of 鈥榟ow do we build it,鈥� to think critically about who we鈥檙e designing for, who technology empowers, who it privileges, who it disadvantages.鈥�</span></p></div>
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<div>鈥淩age Against the Machine Learning鈥� isn鈥檛 just a sign in Evan Peck鈥檚 office. It鈥檚 an emblem of his career pivot.</div>
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Fri, 02 Feb 2024 19:44:07 +0000Anonymous1042 at /cmcinow#ShakeItOff
/cmcinow/2024/01/29/shake-it-off
<span>#ShakeItOff</span>
<span><span>Anonymous (not verified)</span></span>
<span><time datetime="2024-01-29T15:16:11-07:00" title="Monday, January 29, 2024 - 15:16">Mon, 01/29/2024 - 15:16</time>
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<div><p class="small-text"><strong>By Joe Arney</strong></p><p>Even by her standards, Taylor Swift has had a busy couple of months.</p><p>When she wasn鈥檛 winning Grammys and dropping hints about her next album, Swift was making headlines for her appearances during NFL games, her supposed role as an elections-interference psyop and lyrics that, when decoded, suggested she is queer.</p><p>What is it about Swift that has so many people, even her fans, seeing red?</p><p>鈥淭his is something that is continually churning with me because I hadn鈥檛 taken Swift seriously as an artist鈥攔eproducing the historical practice of dismissing or devaluing women鈥檚 work,鈥� said <a href="/cmci/people/communication/jamie-skerski" rel="nofollow">Jamie Skerski</a>, who studies how narratives are shaped and mediated by institutions, audiences, and cultural norms. 鈥淚 was part of the problem.鈥�</p><div class="ucb-box ucb-box-title-hidden ucb-box-alignment-right ucb-box-style-fill ucb-box-theme-lightgray"><div class="ucb-box-inner"><div class="ucb-box-title"> </div><div class="ucb-box-content"><p class="lead"><i class="fa-solid fa-quote-right fa-5x fa-pull-right ucb-icon-color-gold"> </i> <span>鈥淲hat is so threatening about even the speculation that Taylor might not be Miss Americana? Answer: Everything as we know it.</span></p><p><span><strong>Jamie Skerski</strong></span><br><em><span>Associate chair, undergraduate studies</span></em></p></div></div></div><p>鈥淏ut it鈥檚 something very visceral, and I think Taylor taps into this sense of female empowerment, of anger, of frustration, of recognition, of systems that continue to try to take women鈥檚 rights away,鈥� said Skerski, associate chair for undergraduate studies at the College of Media, Communication and Information at the 暗网禁区.</p><p>Perhaps nowhere is the phenomenon more apparent than 鈥淭raylor鈥濃€攖he Travis Kelce-Swift romance that鈥檚 dominated pop culture throughout the football season. When Swift attends Chiefs games, she is typically shown on screen for less than a minute of a three-plus-hour telecast, but male football fans have furiously labeled her a distraction from the action. Skerski pointed out that other distractions, like military flyovers and cheerleaders, don鈥檛 attract nearly the same amount of outrage.</p><p>The Traylor relationship, she said, offers an opportunity to explore questions about the entertainment industry, gender and fandom鈥攅specially around the 鈥渇antasies of straight white men鈥� whose loves of sports betting and fantasy football are validated through societal norms.</p><p>鈥淚t鈥檚 culturally acceptable when white-collar men seek escapism, entertainment and social capital in the commodification and dehumanization of mostly Black bodies for personal pleasure,鈥� since that reflects dominant racial power relationships, Skerski said.</p><p>鈥淏ut when Swift fans engage in a version of fan fiction鈥攄aring to imagine Taylor as playing for the other team鈥攊t is condemned, belittled and dismissed. This is a moment to ask, whose fantasies are allowed to exist, and why?鈥�</p><p>The idea of Swift playing for the other team isn鈥檛 new鈥攖he so-called Gaylor community on Reddit and TikTok has been collectively analyzing her lyrics for years鈥攂ut it entered the mainstream in January when a <em>New York Times</em> guest essay waded into the fray with a 5,000-word read of Swift鈥檚 life and lyrics, imploring readers to consider that her songwriting offers 鈥渁 feast laid specifically for the close listener.鈥�</p><p>The bigger question, it argues, is not whether Swift is gay, but the obstacles to coming out in our celebrity culture and what queer people owe one another.</p><p>鈥淗ow might her industry, our culture and we, ourselves, change if we made space for Ms. Swift to burn that dollhouse to the ground?鈥� Anna Marks, an opinion editor for the Times, wrote in the column.</p><p>The point hit home for Skerski. 鈥淚f a celebrity needs to navigate cultural norms of acceptance, that鈥檚 the bigger question,鈥� she said. The idea that Swift鈥檚 work can have multiple meanings and influence different audiences 鈥渨ould break everything,鈥� she said, as it would challenge the way our culture characterizes and reinforces identity norms.</p><p>Still, a lot of angry Swifties took to online comments to vent their frustration on the singer鈥檚 behalf, lashing out at the Gray Lady for becoming a gossip girl as well as the author, who wrote a similar piece about Harry Styles in 2022. Not allowing Swift access to her own identity is at best a misguided attempt at allyship, Skerski said鈥攁nd at worst, 鈥渢he fan outrage reinforces a culture of protective paternalism that is invoked to control women鈥檚 bodies.鈥�<br> <br>鈥淲hat is so threatening about even the speculation that Taylor might not be Miss Americana?鈥� she said. 鈥淎nswer: Everything as we know it.鈥�</p></div>
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<div>What is it about Taylor Swift that has so many people鈥攅ven her fans鈥攕eeing red? A communication scholar says it's a theme she knows all too well.</div>
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Mon, 29 Jan 2024 22:16:11 +0000Anonymous1037 at /cmcinowQuestions about A.I.? Let鈥檚 Chat
/cmcinow/questions-about-ai-lets-chat
<span>Questions about A.I.? Let鈥檚 Chat</span>
<span><span>Anonymous (not verified)</span></span>
<span><time datetime="2023-10-29T18:16:06-06:00" title="Sunday, October 29, 2023 - 18:16">Sun, 10/29/2023 - 18:16</time>
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<div><p class="small-text"><strong>By Joe Arney</strong></p>
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<p>When tools like ChatGPT entered the mainstream last winter, it was a moment of reckoning for professionals in every industry. Suddenly, the artificial intelligence revolution was a lot more real than most had imagined. Were we at the dawn of an era where professional communicators were about to become extinct?</p><p>Almost a year after ChatGPT鈥檚 debut, we鈥檙e still here鈥攂ut still curious about how to be effective communicators, creators and storytellers in this brave new world. To examine what role CMCI plays in ensuring students graduate prepared to lead in a world where these tools are perhaps more widely used than understood, we invited Kai Larsen, associate professor of information systems at CU鈥檚 Leeds School of Business and a courtesy faculty member in CMCI, to moderate a discussion with associate professors Casey Fiesler, of information science, and Rick Stevens, of media studies, about the ethical and practical uses of A.I. and the value of new鈥攁nd old鈥攕kills in a fast-changing workplace.</p><p><em>This conversation was edited for length and clarity.</em></p></div>
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<div><p class="text-align-center lead">"A.I. can seem like magic, and if it seems like magic, you don鈥檛 understand what it can do or not do.鈥� <br>颅鈥擟asey Fiesler</p></div>
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<img loading="lazy" src="/cmcinow/sites/default/files/styles/original_image_size/public/2025-02/kai_0.png?itok=M0rtQCKU" width="375" height="375" alt="Kai Larsen">
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</div></div><div class="row ucb-column-container"><div class="col ucb-column"><div><div><div><p class="small-text"><strong>Kai R. Larsen</strong> is an associate professor of information systems at the Leeds School of Business. He is an expert in machine learning and natural language processing whose thought leadership has been featured in the most influential academic journals. </p></div></div></div></div><div class="col ucb-column"><div><div><div><p class="small-text"><strong>Casey Fiesler</strong> is associate chair for graduate studies in information science. She shares her insights in technology ethics, internet law and policy, and online communities both in scholarly journals and in the public, especially through social media. She is a courtesy faculty member in the Department of Computer Science.</p></div></div></div></div><div class="col ucb-column"><div><div><div><div><div><div><div><p class="small-text"><strong>Rick Stevens</strong> is associate dean of undergraduate education at CMCI. His work explores ideological formation and media dissemination, including how technology infrastructure affects the delivery of messages, communication technology policy, and how media and technology platforms are changing public discourse.</p></div></div></div></div></div></div></div></div></div><p><strong>Larsen:</strong> It鈥檚 exciting to be here with both of you to talk a bit about A.I. Maybe to get us started, I can ask you to tell us a little about how you see the landscape today.</p><p><strong>Fiesler:</strong> I think A.I. has become a term that is so broadly used that it barely has any meaning anymore. A lot of the conversation right now is around generative A.I., particularly large language models like ChatGPT. But I do see a need for some precision here, because there are other uses of A.I. that we see everywhere. It鈥檚 a recommender system deciding what you see next on Facebook, it鈥檚 a machine learning algorithm, it鈥檚 doing all kinds of decision-making in your life.</p><p><strong>Stevens: </strong>I think it鈥檚 important to talk about which tools we鈥檙e discussing in an individual moment. In our program, we see a lot of students using software like ChatGPT to write research papers. We allow some of that for very specific reasons, but we also are trying to get students to think about what this software is good at and not good at, because usually their literacy about it is not very good.</p><p><strong>Larsen: </strong>Let鈥檚 talk about that some more, especially with a focus on generative A.I., whether large language models or image creation-type A.I. What should we be teaching, and how should we be teaching it, to prepare our students for work environments where A.I. proficiency will be required?</p><p><strong>Stevens:</strong> What we鈥檙e trying to do when we use A.I. is to have students understand what those tools are doing, because they already have the literacy to write, to research and analyze content themselves. They鈥檙e just expanding their capacity or their efficiency in doing certain tasks, not replacing their command of text or research.</p><p><strong>Fiesler:</strong> There鈥檚 also that understanding of the limitations of these tools. A.I. can seem like magic, and if it seems like magic, you don鈥檛 understand what it can do or not do. This is an intense simplification, but ChatGPT is closer to being a fancy autocomplete than it is a search engine. It鈥檚 just a statistical probability of what word comes next. And if you know that, then you don鈥檛 necessarily expect it to always be correct or always be better at a task than a human.</p><p><strong>Stevens: </strong>Say a student is writing a research paper and is engaged in a particular set of research literature鈥攊s the A.I. drawing from the most recent publications, or the most cited? How does peer review fit into a model of chat generation? These are the kinds of questions that really tell us these tools aren鈥檛 as good as what students sometimes think.</p><p><strong>Larsen: </strong>We鈥檙e talking a lot about technology literacy here, but are there any other aspects of literacy you think are especially pertinent when it comes to A.I. models?</p><p><strong>Fiesler: </strong>There鈥檚 also information literacy, which is incredibly important when you are getting information you cannot source. If you search for something on Google, you have a source for that information that you can evaluate, whereas if I ask a question in ChatGPT, I have to fact-check that answer independently.</p><p><strong>Stevens: </strong>I鈥檓 glad you said that, because in class, if a student has a research project, they can declare they鈥檒l use A.I. to assist them, but they get a different rubric for grading purposes. If they use assistance to more quickly build their argument, they must have enough command of the literature to know when that tool generates a mistake.</p><p><strong>Fiesler: </strong>And educators have to have an understanding of how these tools work, as well. Would you stop your students from using spell check? Of course not鈥攗nless they鈥檙e taking a spelling test. The challenge is that sometimes it鈥檚 a spelling test, and sometimes it鈥檚 not. It鈥檚 up to educators to figure out when something is a spelling test, and clearly articulate that to the students鈥攁s well as the value of what they鈥檙e learning, and why I鈥檓 teaching you to spell before letting you use spell check.</p>
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<div><div><h3><em>Star Wars:</em> The Frog Awakens</h3>
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<p><strong>Larsen: </strong>That鈥檚 an interesting thought. What about specific skills like critical thinking, collaboration, communication and creativity? How will we change the way we teach those concepts as a result of A.I.?</p><p><strong>Fiesler: </strong>I think critique and collaboration become even more important. ChatGPT is very good at emulating creativity. If you ask it to write a fan fiction where Kermit the Frog is in <em>Star Wars</em>, it will do that. And the fact that it can do that is pretty cool, but it鈥檚 not good, it tends to be pretty boring. Charlie Brooker said he had ChaptGPT write an episode of <em>Black Mirror</em>, and of course it was bad鈥攊t鈥檚 just a jumble of tropes. The more we play with these systems, the more you come to realize how important human creativity is.</p><p><strong>Stevens: </strong>You know, machine learning hasn鈥檛 historically been pointed at creativity鈥攖he idea is to have a predictable and consistent set of responses. But we鈥檙e trying to teach our students to develop their own voice and their own individuality, and that is never going to be something this version of tools will be good at emulating. Watching students fail because they think technology offers a shortcut can be a literacy opportunity. It lets you ask the student, are you just trying to get software to get you through this class鈥攐r are you learning how to write so that you can express yourself and be heard from among all the people being captured in the algorithm?</p><p><strong>Larsen: </strong>It鈥檚 interesting listening to you both talk about creativity in the age of A.I. Can you elaborate? I鈥檓 especially interested in this historical view that creativity is one of the things that A.I. would never get right, which might be a little less true today than it was a year ago.</p><p><strong>Fiesler: </strong>Well, I think it depends on your definition of creativity. I think A.I. is certainly excellent at emulating creativity, at least, like Kermit and <em>Star Wars</em>, and the things A.I. art generators can do. One of the things art generators do very well is giving me an image in the style of this artist. The output is amazing. Is that creative? Not really, in my opinion. But there are ways you could use it where it would be good at generating output that, if created by a human, people would see as creative.</p><p><strong>Stevens: </strong>We have courses in which students work on a <a href="/cmcinow/heres-pitch" rel="nofollow">new media franchise pitch</a>, which includes writing, comic book imagery, animation, art鈥攖hey鈥檙e pitching a transmedia output, so it鈥檚 going to have multiple modes. You could waste two semesters teaching a strong writer how to draw鈥攚hich may never happen鈥攐r, we can say, let鈥檚 use software to generate the image you think matches the text you鈥檙e pitching. That鈥檚 something we want students to think about鈥攚hen do they need to be creative, and when do they need to say, I鈥檝e got four hours to produce something, and if this helps my group understand our project, I don鈥檛 have to spend those four hours drawing.</p></div></div>
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<div><p class="text-align-center lead"><span>"It鈥檚 not that A.I. brings new problems to the table, but it can absolutely exacerbate existing problems to new heights.鈥�</span><br>鈥擱ick Stevens</p></div>
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<h3>Risky Business</h3><p><strong>Larsen: </strong>What about media and journalism? Do we risk damaging our reputation or credibility when we bring these tools into the news?</p><p><strong>Stevens: </strong>Absolutely. The first time a major publication puts out a story that gets fact checked incorrectly because someone did not check the A.I. output, that is going to damage not just that publication, but the whole industry. But we鈥檙e already seeing that damage coming from other technological innovations鈥攖his is just one among many.</p><p><strong>Fiesler: </strong>I think misinformation and disinformation are the most obvious kinds of problems here. We鈥檝e already had examples of deepfakes that journalists have covered as real, and so journalists need to be exceptionally careful about the sources of images and information they report on.</p><p><strong>Stevens: </strong>It鈥檚 not that A.I. brings new problems to the table, but it can absolutely exacerbate existing problems to new heights if we鈥檙e not careful on what the checks and balances are.</p><p><strong>Larsen:</strong> How about beyond the news? What are some significant trends communicators and media professionals should be keeping an eye out for?</p><p><strong>Stevens:</strong> We need to train people to be more critical at looking not just where content comes from, but how it鈥檚 generated along certain biases. We can get a chatbot to emulate a conversation, but that doesn鈥檛 mean it can identify racist tropes that we鈥檙e trying to push out of our media system. A lot of what we do, critically, is to push back against the mainstream, to try to change our culture for the better. I鈥檓 not sure that algorithms drawing from the culture that we鈥檙e trying to change are going to have the same values in them to change anything.</p>
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<h3>Capitalism and computational power</h3><p><strong>Larsen:</strong> What鈥檚 a big question we鈥檙e not asking about A.I. and our work?</p><p><strong>Stevens:</strong> I think the biggest question is, what does A.I. free us up to do that we haven鈥檛 been able to do before?</p><p><strong>Fiesler: </strong>Agreed. Let鈥檚 say A.I. and automation really could replace a lot of jobs. So because of ChatGPT, you now need two copywriters to do the job of four copywriters. You could fire two copywriters, but another option is, your four copywriters work 20 hours a week instead of 40 and still get paid the same. Because it鈥檚 not like you鈥檙e making less money, or you put resources into building your own A.I. If this technology can replace some things we鈥檙e doing, that shouldn鈥檛 mean we don鈥檛 have jobs, it should just mean we have to work less.</p><p><strong>Stevens: </strong>It鈥檚 actually in cultural producers鈥� interest for something like this to happen. There鈥檚 this assumption that, oh, we can do the work of four people with two people now, so let鈥檚 fire two of them. Well, better rested, more thoughtful workers can produce better, more thoughtful content. The content we create forms our social identity, so the more thoughtful we are, the better a society we鈥檙e going to have, because we鈥檝e inspired people to think about their world differently.</p><p><strong>Larsen: </strong>I have to tell you both, I鈥檓 very impressed with your level of optimism when it comes to A.I. Why don鈥檛 we end on an optimistic note, as well? What鈥檚 something you feel communicators should be excited about from the dawn of this new age of work?</p><p><strong>Stevens: </strong>One thing communicators should be excited about is that these tools exist because the process of communication is valuable. Our ability to produce more culture is not a bad thing, we just want it to have a higher fidelity and have the values we want to have, and I think those are questions that thoughtful communicators can bring to the table and help shape.</p><p><strong>Fiesler: </strong>I agree with that, as well. Young people in college are some of the most well positioned to make an impact on how this technology is going to influence our future, with the way decisions are made around how it鈥檚 actually going to change our lives and industries. There are ways in which some things that are happening are scary, but it鈥檚 an interesting time to be on the ground floor.</p></div></div>
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<div>For A.I. to be useful, it needs to grow alongside communicators鈥攏ot replace them. CMCI experts share their vision for a workplace with ChatGPT and other tools.</div>
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<div><p class="small-text"><strong>By Joe Arney</strong></p><p>Digital recommender systems have long been a part of our lives. But those systems might be serving up inequality along with new music, viral videos and hot products.</p><p>Now, a leading expert on the technology powering these systems is turning his attention to the way news is recommended and shared. </p><p>鈥淚f a system only shows us the news stories of one group of people, we begin to think that is the whole universe of news we need to pay attention to,鈥� said Robin Burke, professor and chair of the information science department. </p><p>Burke鈥檚 research studies bias in recommender systems, which tend to favor the most popular creators and products鈥攗sually at the expense of newcomers, underrepresented groups and, ultimately, consumers who have fewer choices. That鈥檚 problematic because these systems are proprietary, so researchers aren鈥檛 able to examine how they work. </p><p>鈥淭he people who do this kind of research in industry don鈥檛 publish very much about it, so we don鈥檛 know exactly what鈥檚 going on in terms of how their systems work, or how well they work,鈥� he said.</p><p>A quick primer for the uninitiated: Recommender systems use data from individual subscribers to serve personalized content鈥攁rt, news, commerce, politics鈥攚hich may limit exposure to new ideas and influences.</p><p>It鈥檚 why the National Science Foundation awarded Burke and others, including associate professor Amy Voida, a nearly $1 million grant in 2021 to develop 鈥渇airness-aware鈥� algorithms that blunt biases baked into recommender systems. And the NSF saw the potential to do something similar in news, leading to a $2 million grant earlier this year to build a platform for researchers eager to experiment with the artificial intelligence that powers news recommender systems.</p><p>A platform like this could be game-changing for academic researchers, who are locked out of the proprietary systems built and studied by tech and social media companies. And as more nontraditional providers become sources of news, understanding how these algorithms work is essential: You may think of TikTok as a place for music videos, but a Pew Research Center survey found one in four American adults under 30 get their news from the platform.</p><p>鈥淲e have put all this control over the public square of journalistic discourse into the hands of companies that don鈥檛 have any transparency or accountability relative to what they鈥檙e doing,鈥� Burke said. 鈥淚 think that鈥檚 dangerous. And so, it鈥檚 important to think about what the alternatives might look like.鈥� That includes the business model itself, which is predicated on selling ads while keeping users on a platform.</p><p>If successful, this latest grant will build a robust system for live experiments on recommender systems that will eventually become self-funded through contributions from other researchers. He compared it to the way space telescopes and supercolliders have created a platform where experts can better understand the world around them. </p><p>鈥淯nless you work at one of these companies, you don鈥檛 have any insight into how these systems work, or control over them,鈥� Burke said. 鈥淚 hope that, through this infrastructure, we鈥檙e able to understand how these things are governed, and for what objectives鈥攁nd who gets to decide what those objectives are. That鈥檚 something I鈥檓 very interested in.鈥�</p><p><em>Lisa Marshall (Jour, PolSci鈥�94; MJour鈥�22) contributed reporting.</em></p></div>
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<div><p class="small-text"><strong>By Lisa Marshall (Jour, PolSci鈥�94; MJour鈥�22)</strong></p><p class="lead"><strong>鈥淣oticing a huge difference in my belly fat. It鈥檚 melting away!鈥�</strong></p><p class="text-align-center lead"><strong>鈥淲ildly happy after losing 70 pounds!鈥�</strong></p><p class="text-align-right lead"><strong>鈥淛ust took my first dose. I鈥檓 nervous, but excited!鈥�</strong></p><p>In late 2022, TikTok was abuzz with such endorsements, delivered by hopeful dieters clutching blue syringes loaded with the diabetes drug-turned-celebrity 鈥渨eight-loss miracle鈥� Ozempic. The hashtag #Ozempic swiftly drew more than 1 billion views.</p><p>But as the craze went viral, diabetics worldwide faced dangerous shortages. Meanwhile, those using it off-label for its slimming qualities began reporting serious side effects, such as violent diarrhea and extreme facial thinning.</p><p>鈥淭his is a great example of the power of social media鈥攁nd the unintended consequences,鈥� said Erin Willis, associate professor of advertising, public relations and media design, and one of the few scholars studying a new kind of social media star鈥攖he patient influencer.</p><p>Her research has shown they often work closely with pharmaceutical companies, or are paid by them, and frequently offer advice about drugs even though they tend to lack medical expertise.</p><p>Ozempic is the most recent example of their power, but the phenomenon dates at least to 2015, when Kim Kardashian drew flack for endorsing a morning sickness drug, Diclegis, on Instagram without mentioning its many side effects. Federal regulators warned the drugmaker, the ad was taken down, and the government implemented new disclosure rules for influencers.</p><p>Eight years later, the phenomenon has continued to grow, bleeding into new platforms鈥攍ike support groups for patients with specific medical conditions鈥攚here rules are open to interpretation and nearly impossible to enforce. That鈥檚 a concern for Willis: 鈥淭here is virtually no research on this, and very little regulation.鈥�</p><p>Willis has published some of the first academic papers exploring the patient influencer phenomenon, framing it as 鈥渢he next frontier in direct-to-consumer pharmaceutical marketing.鈥�</p><p>DTC marketing is the longstanding practice in the United States and New Zealand that allows drug companies to advertise to consumers, rather than through physicians. From a sales perspective, the practice is effective, according to Willis: 暗网禁区 44% of patients who ask their doctor for a drug they see on TV get it.</p><p>But, as always, when it comes to social media, there are plenty of unanswered questions. 鈥淭he fact that patients with no medical training are broadly sharing drug information should alarm us,鈥� she said.</p><p>In her work, Willis interviewed dozens of influencers to better understand their motivations. While the influencers she spoke to appeared to have good intentions, she said some might omit crucial information, such as the availability of a cheaper generic option, or unintentionally disseminate misinformation. And consumers might be unable to distinguish between a personal post and a paid endorsement.</p><p>That said, she does see some upsides. Patients often know more than their doctors about what it鈥檚 like to experience a specific health condition, and sharing their personal experiences on social media can be comforting for others, while potentially helping them discover new coping strategies.</p><p>And unlike other forms of DTC advertising, social media enables followers to weigh in with comments sharing both positive and negative experiences with a specific therapy.</p><p>Willis hopes her new research will ultimately lead to a set of best practices for both patient influencers and the companies they work with.</p><p>鈥淭here is both value and risk here,鈥� she said. 鈥淟ike anything, it has the potential to become dangerous if we鈥檙e not careful.鈥�</p></div>
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<div>Take two posts and call me in the morning: Social media鈥檚 new role at the pharmacy. </div>
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Sat, 28 Oct 2023 03:40:23 +0000Anonymous1014 at /cmcinow