RES.CMS-001 | Spring 2021 | Non-Credit

Media Literacy in the Age of Deepfakes

Sample Syllabus

The following is an expanded course description that builds on the learning module, Media Literacy in the Age of Deepfakes. For the full syllabus, please go to the main learning module website.

Resource Description

The accelerating proliferation of misinformation poses an urgent threat to American democracy. False or misleading news reports can spread faster than COVID-19, while novel “cheapfakes,” “shallowfakes,” and “deepfakes” challenge the very foundation of our information ecosystem. Our seminar aims to shed a clarifying light on the contemporary media landscape, and to equip students to better understand the past and contemporary impact of misinformation. Students will also learn strategies to combat the dangers posed by novel forms of misinformation as well as how emerging technologies can be used to create a more just and inclusive society.

We will begin by first situating misinformation within a longer history of hoaxes, humbug, and “fake news.” We will then explore the more recent forces that have shaped our fraught media ecology, which have resulted in propaganda campaigns, conspiracy theories, and the rise of deliberately deceptive deepfake videos. Lastly, our seminar will focus on media for the public good, including instances of grassroots networked advocacy as well as synthetic projects geared towards satire, investigative documentary, and community history.

A series of questions will animate our discussion throughout the semester. How old is misinformation? What constitutes “truth” and “fact” in our digital age? Are there ethical or legal responsibilities of media platforms and to what extent should government regulate our information environment? What is the role of socially engaged art and journalism in society today? Our interdisciplinary course ultimately aims to cultivate a more discerning public. To this end, we will combine fine-grained close reading with conceptual interpretation, critical studies with creative practice. Scholarly articles, white papers, and news reports from a range of fields will inform our exploration.

Learning Goals

By the conclusion of the module, students will be able to:

  1. Define key concepts such as “misinformation,” “deepfake,” and “civic media.”
  2. Understand different forms of misinformation, the disruptive role they play within our information ecology, and the threat they pose to societies around the world.
  3. Employ interdisciplinary methods to critically analyze misinformation and emerging media. In addition to learning techniques of close analysis, students will become familiar with how digital forensics, verification, and policy are all crucial to combatting misinformation.
  4. Locate, research and properly cite primary and secondary sources from a variety of institutions and online archives.
  5. Recognize the ways that synthetic media can be used for the civic good.

Readings

See the Bibliography as well as an example Reading List for the course.  

Grading

Activities Percentages
Attendance/Participation 20%
Historical Misinformation Case Study 20%
Group Presentation 30%
Media for the Civic Good Essay 30%

Attendance

Because our discussions are so important to our learning about media, attendance at each class meeting is mandatory. Over the course of the semester, you are allowed two unexcused absences. Missing more than 50% of the classes in any three-week period before the drop date will automatically remove you from the course. Six unexcused absences will result in an F for the course.

Participation

This course is collaborative and will work well when everybody comes to class prepared to contribute. Participation itself may take a number of forms; for example, responding to questions posed in class or asking questions about a reading, film, or another student’s comment. While we do not always have to agree with each other, we must always try to be respectful of different opinions.

It’s natural to feel nervous about speaking publicly in any kind of class setting. I’m happy to chat to discuss strategies for participation. Public speaking is a learned skill and we’ll develop this skill throughout the semester.

Historical Misinformation Case Study

Misinformation is hardly new. False and deceitful media has circulated for 1000s of years. Whether it was generated for an advertising ploy or as a form of official state propaganda, misinformation has served a variety of strategic purposes. Your task will be to write a 5 page account of an historical case study of misinformation. The example must be before the year 2000 and could involve any kind of media (film, radio, newspaper, etc.). Your case study could originate from within the halls of a government institution, be manufactured by a corporation or even a private citizen. The following questions will help to guide your research: Who created this work of media and what does it communicate? Why does it make sense to characterize it as misinformation? How did it circulate and engage with people? What were some of the consequences? Newspapers from Proquest’s online holdings as well as other sources we will discuss in class will aid in your research.

Group Presentation: Combatting Misinformation

There are many strategies being proposed and implemented to combat misinformation. Working in groups of three, research one of them in-depth and present on it to the class. Examples could include government regulation, tech platforms investing in content moderation, third-party watchdogs, or grassroots efforts to bolster a credible and independent press. Your 20 minute presentation should include a range of visuals and text. Describe the motivations behind a particular strategy and your assessment of its effectiveness. We will speak in class about examining different sources for your research, including tech journalism, mainstream news periodicals, and articles from scholars and public intellectuals about how to fight the threat and consequences of misinformation.

Emerging Media for the Civic Good

Just as we have covered how emerging media can be used to manipulate and deceive, we have also examined the civic possibilities of contemporary technology. You will write a 7 pg. paper that analyzes one particular example, devoting special attention to the following: how is a particular technology being used toward a civic outcome? What is the question or challenge that it is addressing? Can you detect qualitative or quantitative impact? Is there a larger public perception or resonance? You might select a film, such as the recent documentary, Welcome To Chechnya (David France, 2020), which uses AI to protect the identity of witnesses; or, you might select the public history project Dimensions in Testimony, which stages conversations between AI-enabled simulations of camp survivors and museumgoers.

Introduction

Week 1: Pandemic-Infodemic: Viral Media and our Epistemic Crisis

Malaka Gharib, “Fake Facts Are Flying About Coronavirus,” NPR, February 21, 2020

AJ Willingham, “How the Pandemic and Politics Gave Us A Golden Age of Conspiracy Theories,” CNN, October 3, 2020

Paula Span, “Getting Wise to Fake News,” New York Times, September 11, 2020

Part I: Historical Forces

Week 2: Humbug, Hoaxes, and “Fake News”

Kevin Young, “Moon Shot: Race, a Hoax, and the Birth of Fake News,” The New Yorker, October 21, 2017

Kevin Young, “The Age of Imposture: The Moon Hoax,” in Bunk: The Rise of Hoaxes, Humbug, Plagiarists, Phonies, Post-Facts, and Fake News (Minneapolis: Grey Wolf, 2017).

Neil Harris, “The American Museum,” “The Operational Aesthetic,” in The Art of P.T. Barnum (Chicago: University of Chicago Press, 1981).

Week 3: Privatizing the Public Sphere

Bob McChesney, “Corporate Media Consolidation,” in Corporate Media and the Threat to Democracy (New York: Seven Stories Press, 1997)

Patricia Aufderheide, “Shaping of the Act,” in Communications Policy and the Public Interest: The Telecommunications Act of 1996 (New York: The Guilford Act, 1999).

John T. Caldwell, “The Crisis of Network Television,” in Televisuality: Style, Crisis, and Authority in American Television (New Brunswick: Rutgers University Press, 1995).

Week 4: The Fox Factor and the Right-Wing Media Ecology

David Brock, et. al., “Attack and Destroy” and “Building a Movement,” in The Fox Effect: How Roger Ailes Turned a Network into a Propaganda Machine (New York: Anchor, 2012).

Nicole Hemmer, “The Leaders,” in Messengers of the Right: Conservative Media and the Transformation of American Politics (Philadelphia: University of Pennsylvania, 2016).

Part II: Poisoning the Stream

Week 5: Social Media and its Discontents

Tarleton Gillespie, “The Myth of the Neutral Platform,” in Custodians of the Internet: Platforms, Content Moderation, and the Hidden Decisions That Shape Social Media (New Haven: Yale University Press, 2018).

Safiya Umoja Noble, “A Society, Searching,” in Algorithms of Oppression: How Search Engines Reinforce Racism (New York: 2018). 

Week 6: Alt-Right Media, Trumpism, and the 2016 Election

Yochai Benkler et. al., “Dynamics of Network Propaganda,” in Network Propaganda: Manipulation, Disinformation, and Radicalization in American Politics (Oxford: Oxford University Press, 2018).

Casey Williams, “Has Trump Stolen Philosophy’s Critical Tools?” NYT, April 17, 2017.

Matt Taibbi, “The End of Facts in the Trump Era,” Rolling Stone, February 8, 2017.

Jeet Heer, “America’s First Postmodern President,” The New Republic, July 8, 2017.

Week 7: Deepfakes – From the Margins to the Mainstream

Samantha Cole, “AI-Assisted Fake Porn is Here and We’re All Fucked,” VICE, December 11, 2017

Joan Donovan and Britt Paris, “Deepfakes and Cheap Fakes: The Manipulation of Audio and Visual Evidence,” Data & Society, September 2019.

Live Science Thursday

Henry Ajder et. al., The State of Deepfakes: Landscape, Threats, Impact, Deeptrace, September 2019

Nina Schick, “R/Deepfakes,” “Deepfakes in the Wild,” in Deepfakes: The Coming Infocalypse (New York: Boston, 2020).

Part III: Civic Media

Week 8: Media Literacies

Alexandra Juhasz, “#100hardtruths-#fakenews

Alexandra Juhasz, “Fake News Poetry Workshops,” “Radical Digital Media Literacy in a Post-Truth Anti-Trump Era,” Radical Teacher 111, 23-29.

Carol Choksy, “Training the Masses in ‘Informational Awareness’” in Proceedings from the Document Academy vol. 4:2.

Sam Gregory, “Prepare, Don’t Panic: Synthetic Media and Deepfakes,” Witness Media Lab.

“Media Literacy’s Civic Problem” and “Designing Civic Media Literacies,” in Civic Media Literacies: Re-Imagining Human Connection in an Age of Digital Abundance (New York: Routledge, 2018).

Week 9: Ethics and Aesthetics of the Archive: In Event of Moon Disaster

Video: In Event of Moon Disaster (IEOMD), MIT/Center for Advanced Virtuality

  • Read dossier of materials on IEOMD website
  • “Behind the Scenes”
  • “Moon Conspiracy Theories”
  • “Why We’ve Made this Deepfake”

Roger D. Launius, “Responding to Apollo: America’s Divergent Reactions to the Moon Landings,” in Limiting Outer Space: Astro Culture After Apollo vol. 2, 2018.

Week 10: Satire as Political Critique

Jonathan Gray, Jeffrey P. Jones, and Ethan Thompson, “The State of Satire, the Satire of State,” in Satire TV: Politics and Comedy in the Post Network Era. (New York: NYU Press, 2009).

Alisa Lebow, “Faking What? Making a Mockery of Documentary,” in F is for Phony: Fake Documentary and Truth’s Undoing (Minneapolis: University of Minnesota Press, 2006). 

Amber Day, “Truthiness and Consequences in Parodic News,” in Satire and Dissent: Interventions in Contemporary Political Debate (Bloomington: Indiana University Press, 2011).

Emily Nussbaum, “How Jokes Won the Election,” The New Yorker, Jan 2017.

Garrett, Bond, and Poulsen, “Too Many People Think Satirical News is Real,” The Conversation, Aug 2019.

Week 11: Networked Journalism as Community Media USC Annenberg

Colin Rhinesmith, “Community Media Infrastructure as Civic Engagement,” in Civic Media: Technology, Design, Practice, ed. by Eric Gordon and Paul Mihailidis (Cambridge: MIT Press, 2016)

Victor Pickard, “American Media Exceptionalism and the Public Option,” “The Media We Need,” in Democracy Without Journalism: Confronting the Misinformation Society (Oxford: Oxford University Press, 2020).

Sasha Costanza-Chock, “Design Practices: Nothing About Us Without Us,” in Design Justice: Community-Led Practices to Build the Worlds We Need (Cambridge: MIT Press, 2020)

Patricia Zimmermann, “Reverse Engineering: Taking Things Apart for the New Global Media Ecology,” in Documentary Across Platforms: Reverse Engineering Media, Place, and Politics (Bloomington: University of Indiana Press, 2019).

Week 12: Synthetic Media as Public History

Dimensions in Testimony, USC

Matthew Fishbane, “Do Holocaust Survivors Dream of Electric Sheep?” Tablet, April 21, 2020

Davina Pardo, “116 Cameras,” Op-Docs, September 19, 2017.

Lauren Styx, “How are Museums Using Artificial Intelligence, and is AI the Future of Museums,” MuseumNext, September 18, 2020.

Week 13: Identity Fashioning and the Politics of Presence

D. Fox Harrell, Phantasmal Media: An Approach to Imagination, Computation, and Expression (Cambridge, MIT Press, 2013).

Ruha Benjamin, “Retooling Solidarity, Reimagining Justice” in Race After Technology: Abolitionist Tools for the New Jim Code (New York: Polity, 2019)

Kamal Sinclair & Jessica Clark, Making a New Reality: A Toolkit for Inclusive Media Futures, Ford Foundation/Immerse/Sundance, August 2020. 

Week 14: Open Ending

We will collectively decide on the topic and readings for this week. Options could include issues of civic media and misinformation related to the pandemic, the climate crisis, racial justice, or political elections.