Episodes

  • This week Elizabeth talks with Seher Shafiq, a program manager at the Mozilla Foundation and expert in civic engagement, particularly in the context of elections and engaging marginalized people in the vote. They discuss how AI is impacting Canadian elections, civic engagement, and democracy. They look at helpful and not so helpful uses of AI tools in elections and chat about ways these tools could be used to increase voter engagement. Seher concludes the episode with suggestions for how we can deal with the lack of trust in AI, including an emphasis on digital literacy.

    Side note: We are collecting examples of impacts of the podcast and we’d love to hear from you. Could you take two minutes to fill out this short questionnaire for feedback on the podcast.

    Additional Resources:

    Elizabeth mentions the report she wrote with Pol Comm Tech Lab member and PhD student Michelle Bartleman, The Political Uses of AI in Canada, which touches on a lot of the topics discussed in this episode. Check out this article, The impact of generative AI in a global election year, by Valerie Wirtschafter for examples of AI robocalls/media impersonating candidates, as mentioned by Seher.For more information on the threat that deepfakes pose for Canadian elections, consult The Evolution of Disinformation: A Deepfake Future, a report published by CSIS. For an overview of digital literacy theories, listen to our final episode from Season 3 of the podcast: Mapping theories for media and digital literacy. Elizabeth also mentions two past episodes on personal influence: The Two-Step Flow and Opinion Leaders with Nick Switalski and Personal Influence in Politics.Seher mentions the recent report, Training Data for the Price of a Sandwich, written by Stefan Baack of the Mozilla Foundation in collaboration with the Mozilla Insights team. It explores Common Crawl’s “influence as a backbone for Large Language Models: its shortcomings, benefits, and implications for trustworthy AI.” Find more from Seher on her website, X, and LinkedIn.

    Check out www.polcommtech.ca for annotated transcripts of this episode in English and French.

  • In this episode Elizabeth discusses the idea of counter-speech as content moderation with far right extremist researcher, Kesa White. Kesa describes her work on “dog-whistling,” talks about how counter speech can be helpful but doesn’t solve the problem of hate speech online, and explains some of the challenges tech companies face with content moderation. Drawing on her own experience with hate-speech she emphasizes how important it is for us to keep being “in the know” about social media and what is being said.

    We are doing a call-out for people who have had some kind of impact or have been helped by this podcast - we’d love to hear from you! Here is a google form to fill out to help us track the impact of our podcast!

    Additional Resources

    Elizabeth mentions our past content moderation episode of the podcast with guest Andrew Strait. Elizabeth also references some categories of hate speech (Consult: Thou Shalt Not Hate: Countering Online Hate Speech) Kesa mentions her project with the RSM fellowship, her piece is titled “Not All Superheros Wear Capes: Identity Triggers the Trolls”For more context on the concept of counter-speech and extremism, here is an article by the Dangerous Speech Project based on a Counter-speech field study on Twitter.

    Check out www.polcommtech.ca for annotated transcripts of this episode in English and French.

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  • This week Elizabeth talks with Michael Redhead Champagne, a community organizer in Winnipeg working to dismantle harmful systems and build better ones through Indigenous practices and knowledge. They discuss collective and connective action logics, and the importance of creating networks of people to promote and sustain change. Michael talks about building a spider web or network to help advance change, highlighting how essential fostering social connections is for pushing for political change. Elizabeth also asks Michael about the ways he uses social media to get information out and get people in.

    Side note: We are collecting examples of impacts of the podcast and we’d love to hear from you. Could you take two minutes to fill out this short questionnaire for feedback on the podcast.

    Additional Resources:

    For a quick explanation on the logic of collective action and the tragedy of the commons, check the video Collective Action 101: What Are Large-Scale Collective Action Problems?For a more in-depth explanation of collective action, connective action and the comparison between the two, you can read the article that first discussed connective action by Bennett and Segerberg The logic of connective action: Digital media and the personalization of contentious politics Michael talks about some amazing projects he has worked on such as Our Care, the review of Manitoba's Child Welfare Legislation, and Meet me at the Bell Tower You can also read Michael's Health Services Should Care for us Auntie-Style [2MB] reportElizabeth and Michael talk about the social movements Black Lives Matter, Idle no More, Women's Memorial MarchYou can learn more about our guest, read his blog, sign up for his newsletter, and buy his children's book We Need Everyone on his website Michael Redhead Champagne

    Check out www.polcommtech.ca for annotated transcripts of this episode in English and French.

  • In this episode Elizabeth chats with TikTok creator and researcher T.X. Watson about parasocial relationships and how this term created in the 1950s applies, or not, to digital content creators. T.X. talks about relationships between influencers and their followers and how both research and popular culture still don't have words to properly describe this new form of connection. They discuss important topics that show up throughout this season of Wonks and War Rooms, such as authenticity, ethics, co-creation and measuring influence.

    Side note: We are collecting examples of impacts of the podcast and we’d love to hear from you. Could you take two minutes to fill out this short questionnaire for feedback on the podcast.

    Additional Resources:

    Elizabeth and T.X. mention the 1950s research by Horton and Wohl that defined the concept of parasocial relationships. They explain the term in their article Mass Communication and Para-Social Interaction: Observations on Intimacy at a Distance Elizabeth talks about how some researchers are discussing the use of the term parasocial relationships to talk about influencers and proposing alternatives. One alternative is given by Lou in the article Social Media Influencers and Followers: Theorization of a Trans-Parasocial Relation and Explication of Its Implications for Influencer Advertising T.X. mentions Nancy Baym's book "Playing to the Crowd", but you can also check her out in conversation with Daniel Cavicchi and Norma Coates in this chapter on Music fandom in the digital ageT.X. mentions the Vlogbrothers John and Hank Green that have been making social media content since 2006Find T.X. Watson on TikTokCheck out past episodes mentioned in this one: News Influencers with Rachel Gilmore, Political Influencers with Nate Lubin, and Technological Affordances with Rachel Aiello

    Check out www.polcommtech.ca for annotated transcripts of this episode in English and French.

  • In this episode Elizabeth delves into the fascinating world of data and personalization with Hamish Marshall, former National Campaign Manager for the Conservative Party of Canada and seasoned expert at the crossroads of data and politics. They explore the evolution from the Two-Step Flow to the One-Step Flow of Communication, examining how data personalization and the changing media landscape have shifted the way information is disseminated in political campaigns. Hamish shares real-world insights into the practicalities and challenges of data-driven campaigning, touching on the nuances of voter targeting, the effectiveness of door-knocking, and the potential of personalized campaign strategies.

    Additional Resources:

    Elizabeth relies on Bennett and Manheim’s article, The One-Step Flow of Communication, to outline the theory. To provide historical context, The Two-Step Flow of Communication by Katz is referenced. For further information on data-driven campaigning, consult Just what is data-driven campaigning? A systematic review by Dommet, Barclay, and Gibson. Hamish discusses the limitations of data targeting in political campaigns, referencing the varied effectiveness of these strategies in different jurisdictions due to privacy laws and data availability. For more information about data laws and availability, consult:Elections Canada’s collection of personal information and data privacy practices,This Reuters article on the use of data in political campaigns in US elections, This piece about the German government's support of banning the use of personal data in political campaigning, and The UK’s guidelines for the use of personal data in political campaigns.

    Check out www.polcommtech.ca for annotated transcripts of this episode in English and French.

  • In this episode, Elizabeth chats with digital communication strategist and experienced political campaigner, Nate Lubin about social media content creators in politics. Nate draws on his experience with the Better Internet Initiative which helps influencers make educational content related to progressive issues as well as his past experience as Director of the Office of Digital Strategy at the White House and Director of Digital Marketing at Obama for America. They talk about what constitutes a political influencer, how content creators engage in politics, and different models of influencer engagement.

    Additional Resources:

    Elizabeth relies on Brooke Erin Duffy’s article, Social Media Influencers to define the term.Check out the Better Internet Initiative, a program that Nate mentions throughout the episode. Elizabeth mentions Political influencers in Canadian election laws, as defined by Elections Canada in their interpretation note on partisan and election advertising on the internet.For more context on what “political speech” means in the American context, here is an article by de Gregorio and Goanta, which touches on how political speech is a constitutionally protected form of speech in the US.Nate mentions his Berkman Klein Centre’s Project, Accountability Infrastructure in Public Health. Throughout the episode Elizabeth and Nate talk about different models of engaging social media influencers in politics. Check out the article Social Media Influencers and the 2020 U.S. Election: Paying ‘Regular People’ for Digital Campaign Communication, for more from an American perspective.

    Check out www.polcommtech.ca for annotated transcripts of this episode in English and French.

  • In this episode Elizabeth chats with journalist Rachel Gilmore about what counts as journalistic content and how to navigate the intersection of journalism and the social media influencer industry. Rachel is a freelance journalist who posts regularly on TikTok (@rachel_gilmore), Instagram (@r.gilmore), and X (@atRachelGilmore) having previously worked in organizations such as CTV and Global News.

    Additional Resources:

    In this episode, Elizabeth and Rachel discuss the blurred boundaries between traditional media and new media platforms. Learn more about this from Phoebe Maares’ article: Exploring the boundaries of journalism: Instagram micro-bloggers in the twilight zone of lifestyle journalism.Rachel and Elizabeth discuss the decline in trust of journalists in the shift towards new marketing strategies. For more, consult Leonie Wunderlich’s article: Does Journalism Still Matter? The Role of Journalistic and non-Journalistic Sources in Young Peoples’ News Related Practices.Rachel mentions the role of journalists on TikTok and what new forms of journalism have appeared with the use of TikTok. To read further on those new forms and journalists’ roles, consult María-Cruz Negreira-Rey’s article: Blurring Boundaries Between Journalists and Tiktokers: Journalistic Role Performance on TikTok.Elizabeth and Rachel explore how news influencers challenge the traditional theoretical tensions between celebrity influence and opinion leadership. For more on opinion leadership, check out our previous episode: The Two-Step Flow Hypothesis with Nick Switzalski. Elizabeth mentions a previous Wonks and War Rooms episode on Journalism and online harassment with Rosemary Barton, Fatima Syed and Mark Blackburn. This episode was a special live recording in our Season 4 on Mis- and Dis-information.Find Rachel’s work on TikTok (@rachel_gilmore), Instagram (@r.gilmore), and X (@atRachelGilmore).

    Check out www.polcommtech.ca for annotated transcripts of this episode in English and French.

  • This week Elizabeth chats with Dave Sommer, Vice President of Strategic Communication at Enterprise Canada, former Head of Politics and Government at Instagram in Washington, D.C., and former Deputy Director of Communications, Digital, for Prime Minister Justin Trudeau in Ottawa. They chat about the use of social media in political campaigning, where personal influence fits in, and how it has evolved over time.

    Additional Resources:

    Elizabeth and Dave discuss how social media can be a tool to help connect with existing political audiences and potentially mobilize folks who are on your side. Learn more about this from Andrew Hugh’s book chapter, Weapons of Mass Consumption: Social and Digital Media in Political Campaigns.Elizabeth mentions that social media may be changing how campaigns leverage volunteers and online relationships. Bruce Bimber’s article, Digital Media in the Obama Campaigns: Adaptation to the Personalized Political Communication Environment, argues that Obama set a precedent for this type of engagement.Elizabeth notes that social media platforms are constantly evolving and she chats with Dave about how some are choosing to deprioritize political content. For more on how changes in platform structure can influence campaigning, see The Digital Architectures of Social Media.Elizabeth and Dave touch on the importance of authenticity in social media. For more on this, listen to our Season 1 episode on Authenticity with Kevin Parent.Dave talks about his experience developing the "I voted" stickers on Instagram in 2018 and Meta’s Voter Information Center in 2020.Dave references NDP leader Jagmeet Singh’s use of TikTok in the last election. For more on this, see The Use of TikTok for Political Campaigning in Canada: The Case of Jagmeet Singh.Elizabeth brings up the idea that the candidate that you want to have a beer with may be the candidate you're more likely to vote for, to which Dave recalls the “beer summit” and that neither Trump nor Biden drink.Throughout the discussion, Dave is reminded of the famous quote: “Just because you do not take an interest in politics doesn't mean politics won't take an interest in you."

    Check out www.polcommtech.ca for annotated transcripts of this episode in English and French.

  • This week Elizabeth chats with tech culture reporter and Washington Post columnist, Taylor Lorenz about influencers and the influencer industry. Taylor takes us from Ce-web-reties to influencers to content creators, telling us a bit about the history of folks who monetize their online presence. The two chat about the influencer industry beyond social media influencer marketing, the unique dynamics of political campaigning, smaller scale content creators as opinion leaders, and the ways in which having a perspective in the content you create meshes with expectations for authenticity and objectivity.

    Additional Resources:

    Check out Taylor’s book Extremely Online : The Untold Story of Fame, Influence, and Power on the Internet.Elizabeth introduces a definition of influencer by Brooke Erin Duffy, you might also want to check out Brooke’s book: (Not) Getting Paid to Do What you Love.Elizabeth adds to that definition to talk about political influencers building from an article by Martin Riedl, Josephine Lukito and Samuel Woolley.Taylor mentions White House efforts to rely on influencers during the COVID-19 pandemic and Elizabeth mentions a similar strategy by the Quebec government. If you are interested in the influencer industry The Influencer Industry by Emily Hund and Internet Celebrity by Crystal Abidin are two great books to check out.Find Taylor on TikTok and YouTube.

    Taylor Lorenz’s social media info:

    Instagram (@taylorlorenz)Facebook (Taylor P Lorenz) X (Formerly Twitter) (@TaylorLorenz) Threads (@taylorlorenz)Youtube (@TaylorLorenz)Tiktok (@taylorlorenz)

    Check out www.polcommtech.ca for annotated transcripts of this episode in English and French.

  • Prepare for an intriguing journey in Season 6 of Wonks & War Rooms! Join Elizabeth Dubois as she unravels the dynamics of personal influence in politics, especially as it evolves with new technologies. In this episode Elizabeth talks about her experience working in politics and how it has pushed her to question what counts as personal influence and what roles technology plays in political communication.

    She also gives a peak at what to expect this season.


    New episodes drop Wednesday mornings.


    Additional Resources:

    Elizabeth highlights how new technologies are integrated into campaign strategies.Elizabeth summarizes the two step flow hypothesis, published by Katz and Lazarsfeld in the 1950s. They hypothesized that most people rely on their social circle to help interpret and filter information. For more info, see our previous episode from Season 1: The Two-Step Flow and Opinion Leaders with Nick Switalski Elizabeth highlights key topics within personal influence, such as targeted communications using personal data and news influencers. Elizabeth links the one-step flow of communication to the influence of personalized messages based on data collection.Elizabeth highlights our new relationships with our media environment.Elizabeth gives an overview of persuasion and how it works, through methods such as reciprocation. Next, Elizabeth recalls a period of micro-targeting using massive amounts of personal data, before highlighting the use of social networks for peer-to-peer communications, like relational campaigningFinally, Elizabeth forecasts an uptake in synthetic content in future campaigning.

    Check out www.polcommtech.ca for annotated transcripts of this episode in English and French.

  • Get ready for Season 6 of Wonks & War Rooms! This season, we're looking at personal influence in politics and how it evolves as new technologies are integrated into campaign strategies.

    Host Elizabeth Dubois will talk to journalists, campaigners, content creators, activists and more to discuss everything from opinion leaders to social media influencers to personalization and augmented analytics to generative AI and how all of those things impact the way personal influence plays out in politics.

    As always, episodes will drop Wednesday mornings every week or two. Our first episode of the season is coming to your feed Wednesday, January 20th.

    Also, to expand on last season's discussion about political uses of AI in Canada, we are launching a brand new report. You can sign up for our free virtual launch event on January 31st at noon Eastern Standard Time, where Laura Tribe and I will discuss the report and what it means for upcoming elections and campaigns

    Get caught up on past episodes and find fully annotated transcripts in English and French at https://www.polcommtech.com/.

    Check out www.polcommtech.ca for annotated transcripts of this episode in English and French.

  • In this final episode, our host Elizabeth reflects on the six episodes of Season 5, which dug into tech, politics, and policy with guests from the Berkman Klein Centre at Harvard and Center for Information Technology and Public Life (CITAP) at UNC-Chapel Hill. She recaps highlights of each episode, looks at what they had in common, and where we need to dig a little deeper.

    Additional resources:

    Here are direct links to this season’s episodes, including show notes and annotated transcripts:

    Episode 1: Knowledge Mobilization for Policy Impact with Petra MolnarEpisode 2: Image Manipulation with Juliana Castro-VarónEpisode 3: Meta Oversight Board with Julie OwonoEpisode 4: Big Tech and Political Campaigns with Becca RinkevichEpisode 5: The Uses of AI in Canadian Politics (Live Event)Episode 6: Antitrust and Big Tech with Matt Perault

    Check out www.polcommtech.ca for annotated transcripts of this episode in English and French.

  • Matt Perault is the director of the Center on Technology Policy at UNC Chapel Hill, and previously worked at Facebook, as the head of the global policy development team. This episode he and Elizabeth get into the weeds on antitrust competition laws, monopolies and big tech. They talk about how monopolies can be both good and bad, the goals of antitrust laws, and the complication of these laws applying across different regions of the world. They also discuss some of the antitrust lawsuits in big tech right now, and the various stakeholders involved.

    Additional resources:

    Off the top, Elizabeth mentions this crash course video about monopolies and anti-competitive markets.Matt uses a few terms related to the antitrust context: interoperability - the ability for users to use different devices or systems interchangeability, for example using the same cable to charge different types of cell phonesnondiscrimination principle - an antitrust principle that obliges companies to be neutral vis-à-vis other competitors and service providers in their industryconsumer welfare standard - a guideline that prohibits actions by companies that negatively impact consumersMatt brings up a number of antitrust cases throughout the episode: FTC suit to block a proposed merger between Meta and Within UnlimitedUK looking into Microsoft bid to buy video game company Activision16 U.S. states and territories filed a suit against Google over ad technology practicesU.S. Justice Department filed a suit on the same issue at the federal levelFTC looking at Amazon for monopolistic business practicesDispute between Apple and Epic Games House Judiciary Committee did a big a investigation of big tech companiesThere are also a few big pieces of antitrust legislation that come up. General Data Protection Regulation (GDPR) — EuropeCompetition Act — Canada Please visit our website for complete show notes with additional links.

    Check out www.polcommtech.ca for annotated transcripts of this episode in English and French.

  • In this special episode Elizabeth is joined by our panel of experts — Samantha Bradshaw, Wendy Chun, Suzie Dunn, Fenwick McKelvey and Wendy H. Wong — for a roundtable discussion on how artificial intelligence is being deployed in Canadian political contexts. The topics range from mis- and disinformation, facial recognition, synthetic media, deep fakes and voice cloning to technical terms like GANs and large language models. We discuss the ways identities can be manipulated through AI, how generative AI creates content that dilutes our trust in images and media, and how AI relies on past data to make decisions about our future. We also look at potential solutions to all these challenges, including how to develop tools and techniques to detect disinformation, and questions around regulating AI while also enabling its use in creative expression.

    This episode is packed with more resources than we can list below, so take a look through the annotated transcript for more links!

    Additional resources:

    The discussion focuses a lot on synthetic media — deep fakes, voice cloning, generative AI — and how AI is used to create fake images, videos or sound bites of politicians, as well as fake historical or political events. Some increasingly popular tools include Midjourney, Dall-E, Stable Diffusion and ChatGPT.Suzie brings up the challenge of regulating these uses of AI. Take a look at her paper Identity Manipulation: Responding to Advances in Artificial Intelligence and Robotics.Samantha talks about tools and techniques to detect AI-enabled dis-information, propaganda and manipulation. Take a look at this guide that she co-authored: Combating Information Manipulation: A Playbook for Elections and Beyond. Wendy C. outlines some of the challenges related to the underlying data on which AI relies and the flawed ways that AI systems make sense of that data. For a deep dive, take a look at her book Discriminating Data: Correlation, Neighborhoods, and the New Politics of Recognition.Wendy W. asked the question: what does the public need to know to decide what kinds of automation or machine learning or AI we're comfortable with as a society? Here’s an op-ed she co-wrote for the Globe and Mail on this. And keep your eye out for her upcoming book: We, the Data: Human Rights in the Digital Age.Fenwick points out that people have promised computers would disrupt politics since the 1960, and part of the work is understanding which challenges are actually new. Check out his book about the history of programs that run in the background of our computers: Internet Daemons - Digital Communications Possessed.

    Check out www.polcommtech.ca for annotated transcripts of this episode in English and French.

  • Get ready for a special live edition of Wonks and War Rooms! From deep fakes to detecting disinformation or harassment to voting predictions and sentiment analysis, AI-enabled technologies are playing an increasing role in democratic election processes. Join us on April 3 at 12 p.m. ET for a roundtable discussion on the use of artificial intelligence in politics. Our host Elizabeth Dubois, and a panel of experts in the fields of politics, public policy, and new technologies will help break down how artificial intelligence is being deployed in Canadian political contexts.

    Find out more and register for this free event.

    Guest panelists:

    Samantha Bradshaw (American University)Wendy Hui Kyong Chun (Simon Fraser University)Suzie Dunn (Dalhousie University)Fenwick McKelvey (Concordia University)Wendy H. Wong (UBC Okanagan)

    Check out www.polcommtech.ca for annotated transcripts of this episode in English and French.

  • Becca Rinkevic is the Director of the Institute for Rebooting Social Media and formerly the Deputy Director of Digital Strategy at the White House under President Joe Biden. This week she and Elizabeth are tackling the role of big tech in election campaigns and political advertising. They talk about the involvement of representatives from social media companies in election advertising campaigns, the changes in these relationships before after the 2016 U.S. presidential election, and what these relationships might look like in the future. They also talk about ways to report disinformation and harassment, guidelines around political advertising on social media, digital identities in the online environment, and the role of digital literacy.

    Additional resources:

    Both Elizabeth and Becca mention Cambridge Analytica, a company that was hired by the Trump campaign in the run up to the 2016 U.S. presidential election, and subsequently found to have misused user data. A 2019 documentary, The Great Hack, was made about the events.

    Becca talks about the technique of social listening, a way of monitoring online information related to your brand to better understand what’s going on in that ecosystem.

    Becca mentions a Rebooting Social Media fellow—Elodie Vialle—who is developing an escalation channel for journalists to report harassment and attacks received on social media platforms. The project is still in the works, but keep your eye on the RSM website for further info.

    Elizabeth throws back to our last episode on the Meta Oversight Board with Julie Owono. Find it here.

    Becca mentions this political ad tracker created by Bully Pulpit Interactive, where she used to work as Director of Political Programs.

    Becca notes that both Facebook and Google have parameters around political advertising on their platforms. Find out more about Facebook policies here and Google policies here.

    Check out www.polcommtech.ca for annotated transcripts of this episode in English and French.

  • Julie Owono is the executive director of Internet Sans Frontières (Internet Without Borders) and a fellow at the Berkman Klein Center at Harvard University. She is also an inaugural member of the Meta Oversight Board, an independent group of experts who review appeals of content moderation decisions on Facebook and Instagram, which is the topic of today’s episode.

    Elizabeth and Julie talk about the background of the board and the appeals process, how cases are chosen, the possibilities and limits of what can be accomplished with content moderation, and the lesson Julie has learned in her time serving on the board. They also discuss what counts as content moderation and who gets to be involved in that process, the paradox of tolerance and where the line is drawn when it comes to limiting people’s freedoms of expression.

    Additional resources:

    Off the top Elizabeth references two previous episodes that set the scene for this episode: Content Moderation with Andrew Straight and Regulating Big Tech with Taylor Owen.You can find the Meta Oversight Board website here, including a description of the appeals process, the decisions made to date, and board member bios.This 2022 article by David Wong and Luciano Floridi takes an academic look at the OB, assessing its strengths and weaknesses, and suggesting improvements.Julie explains some of the principles around how the board chooses which cases to review, and the Case Selection Committee that makes those decisions, which are documented in the Rulebook for Case Review and Policy Guidance.Julie mentions two specific cases: the Kurdistan Workers Party and the Taliban regime in Afghanistan.Elizabeth introduces Karl Popper’s Paradox of Intolerance, introduced in his 1945 book The Open Society and its Enemies. We relied on this 2015 paper by Brett G. Johnson, which applies tolerance theory to extreme speech and social media platforms.Julie mentions the implementation committee, and the tracking being done to capture how the OB’s recommendations are being operationalized. You can find out more in the Oversight Board’s Annual Report, Meta's Quarterly Reports and on the Meta's Transparency Centre page.

    Check out www.polcommtech.ca for annotated transcripts of this episode in English and French.

  • Juliana Castro-Varón is the founder of the digital open access publisher Cita Press, and a fellow at the Berkman Klein Center at Harvard University. This episode she and Elizabeth discuss the historical examples of image manipulation, how photographic manipulations can mislead the public and the impact of images on our memories. They also talk about ways to spot fakes.

    Additional resources

    Early in the episode Juliana mentions this article about Photoshop in The Verge about the history of this photo editing software.Juli talks about one of the very first known examples of image manipulation - a composite photograph of Abraham Lincoln’s head superimposed on someone else’s body. Here it is.Factcheck: In the episode Juliana incorrectly notes Abraham Lincoln’s year of death — the U.S. president was assassinated in April 1865. This date also precedes Thomas Hick’s photo composition of Lincoln, which is generally agreed to have been done after his death, rather than as part of an election campaign.Juliana tells us about the photographer, William Mumler, who made ghost images using the technique of double exposure. They also talk about his trial - he was arrested for fraud - and acquittal. This other article also takes a broader look at the history of ‘ghost photography.’Both Elizabeth and Juliana mention deep fakes and AI manipulation several times - this is a topic that will take a full episode sometime, but for now here’s a good introduction.Juliana references this article — Changing history: doctored photographs affect memory for past public events (Sacchi, Agnoli & Loftus, 2007) — about the impact of images on our memories, and Elizabeth noted there have been a number of studies in this area. Juliana notes that one of the concerns about AI-generated images is that they draw on currently existing archives of information, which tend to be dominated by western cultures. Here’s an interesting look at what happens because of this.Finally, Elizabeth asks what we can do about image manipulation, and Juli suggests that understanding the technologies and the techniques at play is the most useful strategy. Here’s a few tips and tools that help uncover manipulated images:Image EditedTin Eye Reverse Image SearchThe hidden signs that can reveal a fake photo (BBC, 2017)

    Check out www.polcommtech.ca for annotated transcripts of this episode in English and French.

  • Petra Molnar is a lawyer and anthropologist, and co-director of York University’s Refugee Law Lab. This episode she and Elizabeth talk about how researchers get their expertise into the hands of people who shape the world we live in, like policymakers, politicians and journalists. They talk about what it means to know something, as well as different approaches to sharing knowledge, like co-production and co-learning. They also consider the power imbalances of knowledge and how to make sure that knowledge is being shared equitably, and inclusively.

    Additional resources:

    One of the academic papers we used to prepare for this episode is Paul Cairney and Kathryn Oliver’s (2020). How Should Academics Engage in Policymaking to Achieve Impact? Check it out here.

    Off the top, Elizabeth mentions SSHRC, which provides a bunch of information on knowledge mobilization (or KM) for researchers. Here’s what they say about effective KM.

    Elizabeth also talks about the idea of co-production and Petra further mentions co-learning. This cool graphic from Michelle Lokot’s paper on research in humanitarian settings, shows a number of components that could be part of co-production (FYI there isn’t just one way!)

    Petra mentions participatory action research. Find out more here.

    Elizabeth suggests that part of the work of knowledge mobilization is teaching people about knowledge itself, about how you know if knowledge is valid or if the evidence is reliable. If you want to know more, try this crash course on The Meaning of Knowledge.

    Petra mentions that she takes a “transgressive approach” in her work. Take a look at this short video to find out.

    Petra mentions that part of the work she does is related to the “de-centralization of knowledge.” What does that mean and why does it matter?

    Petra mentions the EU’s current drafting of legislation to regulate AI, and her related work technology and border issues. Here’s more on that.

    Petra mentions that she takes a trauma-informed perspective in her work. Take a look at this guide from Western University on Trauma- And Violence-Informed Research.

    Check out www.polcommtech.ca for annotated transcripts of this episode in English and French.

  • Get ready for Season 5 of Wonks & War Rooms! This season we’ll be diving into tech, politics, and policy. Host Elizabeth Dubois will talk to public policy managers, technologists & campaigners to discuss how technology policy is shaped, how technology is used in political campaigns, and what that means for political communication research and practice.

    As always, episodes will drop on Wednesday mornings each week starting Wednesday, February 8. Mark your calendars!

    Get caught up on past episodes and find fully annotated transcripts in English and French at https://www.polcommtech.com/.

    Check out www.polcommtech.ca for annotated transcripts of this episode in English and French.