This version: December 5, 2019 [check
this site for updates]
Prerequisites: Completion of a course in psychology,
communication, human-computer interaction, or a related
discipline, or consent of the instructor. Note: The course
materials and blog will be publicly available, but class
sessions are open only to students enrolled in the course.
Course Overview and Required Textbooks:
This advanced small seminar explores the
impact of digital technology, or what are known as information
and communication technologies (ICT), on social and political
life, as well as the possibilities in store for our future.
The course is taught as a reading seminar: We read books, and
we discuss them both online and in class. For the bulk of the
course, we will all read three recent and important books on
digital technology, society, and democracy. Over Week 10 and
Finals Week, each student will lead a discussion about one of
several other books concerning digital technology, society,
and democracy.
The course will be organized around the following books (which
will be shelved under this course in the textbooks department at
the Stanford Bookstore):
After an overview and
introductions in Week 1, the whole class will read Wolf's book in
Week 2, Benjamin's book in Week 3, Vaidhyanathan's book over Weeks
4 and 5, Malone's book over Weeks 6 and 7, and Russell's book over
Weeks 8 and 9. At the end of the quarter (Week 10 and Finals
Week), students will do presentations about other works they have
read related to the themes of the course, and we will have a brief
summation at the end.
The written component of the course will take place
online, with weekly 250-300 word comments on the assigned
readings, which
must be posted
on the course blog by 6pm on the day of each class after Week 1, so that
everyone has time to read each comment
before class starts. Discussions of the three focal books over Weeks 2 through 9 will primarily be based
on randomly choosing
students
to read and defend
their comments, with discussions led by
student presenters leaders in Week 10 and Finals Week. A schedule of class
sessions is given below.
Requirements:
Each student is
required to (a) attend and participate regularly, (b) do the
assigned reading and post at least one carefully written comment
(300 words maximum) on the course blog per week, by 6 pm on the day of class,
and (c) select and present a book (or possibly a set of
articles) in class, provide sample reading for the class at
least one week ahead of their presentation, and leave time for
questions and brief discussion (or article set) during the final
sessions of the course. In lieu of a final exam, we will be
using a designated exam period during Finals Week for student
presentations.
I expect doing each
week's reading to take about 5 hours on average, and writing a
comment to take an additional hour. Readings will vary a bit in
difficulty, and I expect weekly reading times to differ across
the books somewhat. Students' reading speeds vary, and you
should gauge how much time it is taking you early on in order to
set aside enough time in your schedule to do the reading and
post your comment by 6pm on class days.
Accommodations
for
special circumstances, such as extensions on deadlines, make-up
work, and absences, must be requested by an appropriate office
at Stanford.
Disability. Students who may need an academic
accommodation based on the impact of a disability must initiate
the request with the Office of Accessible Education (OAE).
Professional staff will evaluate the request with required
documentation, recommend reasonable accommodations, and prepare
an Accommodation Letter for faculty dated in the current quarter
in which the request is being made. Students should contact the
OAE as soon as possible since timely notice is needed to
coordinate accommodations. The OAE is located at 563
Salvatierra Walk (phone: 723-1066, URL: http://oae.stanford.edu).
Life events. Life events that interfere with your ability
to participate in the class or to complete work, such as an
illness episode, a death in the family, or other special
circumstance, should be brought to the attention of the Undergraduate
Advising
and Research office through an Academic Advising Director
or other advisor, or to the Residence
Deans. Personnel in these offices can notify faculty if
you are absent from Stanford due to a life event, or have
another special circumstance of which your instructors should be
aware.
Schedule:
Week
1 (September 24) -- Overview and Introductions
Week
2 (October 1) - Reader Come Home: The Reading
Brain in a Digital World
Week
3 (October 8) -- Race After
Technology: Abolitionist Tools for the New Jim Code
Week
4 (October 15) -- Anti-Social
Media: How Facebook Disconnects Us and Undermines
Democracy Introduction and
chapters 1 through 4
Week
5 (October 22) - Anti-Social Media: How
Facebook Disconnects Us and Undermines Democracy
chapters 5 through 7 and Conclusion
Week
6 (October 29) -- Superminds:
The
Surprising Power of People and Computers Thinking
Together Preface, Introduction, and chapters 1
through 11
Week
7 (November 5) -- Superminds:
The
Surprising Power of People and Computers Thinking
Together chapters 12 through 21
Week
8 (November 12) -- Human Compatible: Artificial
Intelligence and the Problem of Control
Preface and chapters 1-5
Week 9
(November 19) -- Human Compatible: Artificial
Intelligence and the Problem of Control
chapters 6 through 10 [featuring an in-class discussion with
the author]
Week
10 (December 3) -- Student Presentations I
Finals
Week (Monday, December 9, 7-10PM) -- Student
Presentations II
Grading
The course grade
will be based on the following breakdown:
- 15% for
attendance and participation
- 45% for online
comments
- 40% for your
presentation and discussion leading
I will post feedback
and comment scores to you each week on the course's Canvas site
(login required for access to individual data), on a scale from 0
to 5. In computing your final score for online comments, I will
drop your lowest score. I will send feedback and scores for your
presentation when grades are submitted at the end of the quarter.
For more information on grading criteria, see the comment guidelines which
will be posted during the first week.
Suggested Books for Student-Led Presentations at the end of
the Quarter (organized by topic):
NOTE: The following
lists are not exhaustive. They represent an extensive sample of
work in relevant areas, with emphasis on books published since the
most recent incarnation of this course in 2017. If you want to
present a book that is not listed here, contact the instructor.
Publishing dates in the list below may be based on either the
first edition or a later edition. Books preceded by asterisks (*)
were finalists for inclusion in the common reading list. Many
books without asterisks may also be outstanding choices. This list
generally excludes "how-to" books aimed at individuals or
businesses, unless they are written from an academic perspective
and/or have a focus on society beyond the "self-help" aspect.
Excluded books could still be appropriate choices, however:
contact the instructor if you have questions.
See also previous versions of this course and its
predecessor (Symbsys 209):
for earlier suggestions.
- Ajay Agrawal, Joshua Gans, and
Avi Goldfarb, Prediction Machines: The Simple Economics of
Artificial Intelligence (2018)
- Jim Al-Khalill, What the Future
Looks Like: Scientists Predict the Next Great
Discoveries―and Reveal How Today’s Breakthroughs Are
Already Shaping Our World (2018)
- Payal Arora, The Next Billion
Users: Digital Life Beyond the West (2019)
- * Jeremy Bailenson, Experience on
Demand: What Virtual Reality Is, How It Works, and What It
Can Do (2018)
- Ruha Benjamin (Ed.), Captivating Technology:
Race, Carceral Technoscience, and Liberatory Imagination
in Everyday Life (2019)
- * Yochai Benkler, Robert Faris,
and Hal Roberts, Network Propaganda: Manipulation,
Disinformation, and Radicalization in American Politics
(2018)
- Leslie Berlin, Troublemakers:
Silicon Valley's Coming of Age (2017)
- Andreas Bernard, Theory of the Hashtag (2019)
- James Bridle, New Dark Age:
Technology and the End of the Future (2018)
- * John Brockman (Ed.), Possible
Minds: Twenty-Five Ways of Looking at AI (2019)
- NOTE: This is a compilation, and is recommended
based
on
the contributed chapters. Brockman is a
literary agent who was the convenor of
this volume, but was recently
revealed
to have helped enable Jeffrey Epstein's social
rehabilitation
- Tim Brown, Change by Design,
Revised and Updated: How Design Thinking Transforms
Organizations and Inspires Innovation (2019)
- Meredith Broussard, Artificial
Unintelligence: How Computers Misunderstand the World
(2018)
- John Browne, Make, Think,
Imagine: Engineering the Future of Civilization (2019)
- Taina Bucher, If...Then:
Algorithmic Power and Politics (2018)
- Andres Campero, Genes vs Cultures
vs Consciousness: A Brief Story of Our Computational Minds
(2019)
- John P. Carlin, Dawn of the Code
War: America's Battle Against Russia, China, and the
Rising Global Cyber Threat (2018)
- John Carreyrou, Bad Blood:
Secrets and Lies in a Silicon Valley Startup (2018)
- Michael J. Casey and Paul Vigna, The Truth
Machine: The Blockchain and the Future of Everything
(2018)
- Emily Chang, Brotopia: Breaking
Up the Boys Club of Silicon Valley (2018)
- Chapo Trap House, The Chapo Guide
to Revolution: A Manifesto Against Logic, Facts, and
Reason (2018)
- Richard A. Clarke and Robert K.
Knake, The Fifth Domain: Defending Our Country, Our
Companies, and Ourselves in the Age of Cyber Threats
(2019)
- Noam Cohen, The Know-It-Alls: The
Rise of Silicon Valley as a Political Powerhouse and
Social Wrecking Ball (2017)
- Flynn Coleman, A Human Algorithm:
How Artificial Intelligence Is Redefining Who We Are
(2019)
- Tyler Cowen, Stubborn
Attachments: A Vision for a Society of Free, Prosperous,
and Responsible Individuals (2018)
- Paul R. Daugherty and H. James
Wilson, Human + Machine: Reimagining Work in the Age of AI
(2018)
- Paul Davies, The Demon in the
Machine (2018)
- Nelson Dias (Ed.), Hope for
democracy: 30 years of Participatory Budgeting worldwide
(2018)
- Arturo Escobar, Designs for the Pluriverse:
Radical Interdependence, Autonomy, and the Making of
Worlds (2018)
- * Virginia Eubanks, Automating
Inequality: How High-Tech Tools Profile, Police, and
Punish the Poor (2018)
- Claire L. Evans, Broad Band: The
Untold Story of the Women Who Made the Internet (2018)
- Cyrus Farivar, Habeas Data:
Privacy vs. the Rise of Surveillance Tech (2018)
- * Luke Fernandez and Susan J.
Matt, Bored, Lonely, Angry, Stupid: Changing Feelings
about Technology, from the Telegraph to Twitter (2019)
- Adam Fisher, Valley of Genius:
The Uncensored History of Silicon Valley (As Told by the
Hackers, Founders, and Freaks Who Made It Boom) (2018)
- Franklin Foer, World Without
Mind: The Existential Threat of Big Tech (2018)
- * Martin Ford, Architects of
Intelligence: The truth about AI from the people building
it (2018)
- Donna Freitas, The Happiness
Effect: How Social Media is Driving a Generation to Appear
Perfect at Any Cost (2017)
- * Brett Frischmann and Evan
Selinger, Re-Engineering Humanity (2018)
- Blake J. Harris, The History of
the Future: Oculus, Facebook, and the Revolution That
Swept Virtual Reality (2019)
- Antonio García Martinez, Chaos
Monkeys: Obscene Fortune and Random Failure in Silicon
Valley (2018)
- Tarleton Gillespie, Custodians of
the Internet: Platforms, Content Moderation, and the
Hidden Decisions That Shape Social Media (2018)
- Anand Giridharadas, Winners Take
All: The Elite Charade of Changing the World (2018)
- Eric Gordon and Paul Mihailidis
(Eds.) Civic media: Technology, design, practice (2016)
- Ginger Gorman, Troll Hunting: Inside the
World of Online Hate and its Human Fallout (2019)
- David Graeber, Bullshit Jobs: A
Theory (2018)
- * Mary L. Gray and Siddarth Suri,
Ghost Work: How to Stop Silicon Valley from Building a New
Global Underclass (2019)
- Ben Green and Jascha Franklin
Hodge, The Smart Enough City: Putting Technology in Its
Place to Reclaim Our Urban Future (2019)
- Ryan Grim, We've Got People: From Jesse
Jackson to AOC, the End of Big Money and the Rise of a
Movement (2019)
- Olaf Groth and Mark Nitzberg,
Solomon's Code: Humanity in a World of Thinking Machine
(2018)
- Martin Guri, The Revolt of The
Public and the Crisis of Authority in the New Millennium,
2nd Edition (2018)
- Julian Guthrie, Alpha Girls: The Women
Upstarts Who Took On Silicon Valley's Male Culture and
Made the Deals of a Lifetime (2019)
- Jason M. Hananla, Architecture of
a Technodemocracy: How Technology and Democracy Can
Revolutionize Governments, Empower the 100%, and End the
1% System (2018)
- Yuval Noah Harari, 21
Lessons for the 21st Century (2018)
- Woodrow Hartzog, Privacy’s
Blueprint: The Battle to Control the Design of New
Technologies (2018)
- Jonathan Haskel and Stian
Westlake, Capitalism without Capital: The Rise of the
Intangible Economy (2017)
- Matthew Hindman, The Internet Trap: How the
Digital Economy Builds Monopolies and Undermines
Democracy (2018)
- Tung Hui-Hu, A Prehistory of the
Cloud (2015)
- Sarah E. Igo, The Known Citizen:
A History of Privacy in Modern America (2018)
- Lilly Irani, Chasing Innovation: Making
Entrepreneurial Citizens in Modern India (2019)
- Mike Isaac, Super Pumped: The
Battle for Uber (2019)
- Matthew O. Jackson, The Human
Network: How Your Social Position Determines Your Power,
Beliefs, and Behaviors (2019)
- Calestous Juma, Innovation and
Its Enemies: Why People Resist New Technologies (2016)
- Brittany Kaiser, Targeted: The
Cambridge Analytica Whistleblower's Inside Story of How
Big Data, Trump, and Facebook Broke Democracy and How It
Can Happen Again (2019)
- Ethan Katsch and Omra Rabinovich Einy, Digital
Justice: Technology and the Internet of Disputes
(2017)
- David Kaye, Speech Police: The
Global Struggle to Govern the Internet (2019)
- Andrew Keen, How to Fix the
Future (2018)
- Sarah Kessler, Gigged: The End of
the Job and the Future of Work (2018)
- Bob Kohn, How To Build A Friendly
Robot: A Philosophical Novel (2019)
- Jeff Kosseff, The Twenty-Six
Words That Created the Internet (2019)
- Jeffrey Lane, The Digital Street (2018)
- Jaron Lanier, Ten Arguments for
Deleting Your Social Media Accounts Right Now (2019)
- Jaron Lanier, Dawn of the New
Everything: Encounters with Reality and Virtual Reality
(2018)
- John Patrick Leary, Keywords: The New
Language of Capitalism (2019)
- Kai-Fu Lee, AI Superpowers:
China, Silicon Valley, and the New World Order (2019)
- Yasha Levine, Surveillance
Valley: The Secret Military History of the Internet (2018)
- Steven Levitsky and Daniel
Ziblatt, How Democracies Die (2018)
- Alan Liu, Friending the Past: The
Sense of History in the Digital Age (2018)
- Robert H. Lustig, The Hacking of
the American Mind: The Science Behind the Corporate
Takeover of Our Bodies and Brains (2017)
- Adrian Mackenzie, Machine
Learners: Archaeology of a Data Practice (2017)
- * Gary Marcus and Ernest Davis,
Rebooting AI: Building Artificial Intelligence We Can
Trust (2019)
- Shannon Mattern, Code and Clay,
Data and Dirt: Five Thousand Years of Urban Media (2017)
- Cary McClelland, Silicon City:
San Francisco in the Long Shadow of the Valley (2018)
- Brian McCullough, How the
Internet Happened: From Netscape to the iPhone (2018)
- Gretchen McCulloch, Because Internet:
Understanding the New Rules of Language (2019)
- Lee McIntyre, Post-Truth (2018)
- Roger McNamee, Zucked: Waking Up
to the Facebook Catastrophe (2019)
- Joseph Menn, Cult of the Dead Cow: How the
Original Hacking Supergroup Might Just Save the World
(2019)
- Melanie Mitchell, Artificial
Intelligence: A Guide for Thinking Humans (2019)
- Vincent Mosco, The Smart City in
a Digital World (2019)
- P.E. Moskowitz, The Case Against Free Speech:
The First Amendment, Fascism, and the Future of Dissent
(2019)
- Annalee Newitz, Autonomous: A
Novel (2017)
- * Cal Newport, Digital
Minimalism: Choosing a Focused Life in a Noisy World
(2019)
- * Safiya Noble, Algorithms of
Oppression: How Search Engines Reinforce Racism (2018)
- Safiya Umoja Noble and Brendesha
M. Tynes (Eds.), The Intersectional Internet: Race, Sex,
Class, and Culture Online (Digital Formations) New edition
Edition (2016)
- Beth Simone Noveck, Smart Citizens,
Smarter
State:
The Technologies
of Expertise
and the Future
of Governing
(2015)
- Emily Nussbaum, I Like to Watch:
Arguing My Way Through the TV Revolution (2019)
- * Cailin O'Connor and James Owen
Weatherall, The Misinformation Age: How False Beliefs
Spread (2018)
- Jenny Odell, How to Do Nothing:
Resisting the Attention Economy (2019)
- Margaret O'Mara, The Code:
Silicon Valley and the Remaking of America (2019)
- Juan Pablo Pardo-Guerra, Automating Finance:
Infrastructures, Engineers, and the Making of Electronic
Markets (2019)
- Judea Pearl and Dana Mackenzie,
The Book of Why: The New Science of Cause and Effect
(2018)
- Caroline Criado Perez, Invisible Women: Data
Bias in a World Designed for Men (2019)
- Nick Polson and James Scott, AIQ:
How People and Machines Are Smarter Together (2018)
- Eric A. Posner and E. Glen Weyl,
Radical Markets: Uprooting Capitalism and Democracy for a
Just Society (2018)
- Jeremias Prassi, Humans as a
Service: The Promise and Perils of Work in the Gig Economy
(2018)
- Lorien Pratt, Link: How Decision
Intelligence Connects Data, Actions, and Outcomes for a
Better World (2019)
- Joy Lisi Rankin, A People’s
History of Computing in the United States (2018)
- Martin Rees, On the Future:
Prospects for Humanity (2018)
- Byron Reese, The Fourth Age:
Smart Robots, Conscious Computers, and the Future of
Humanity (2018)
- Roopika Risam, New Digital
Worlds: Postcolonial Digital Humanities in Theory, Praxis,
and Pedagogy (2018)
- * Sarah T. Roberts, Behind the
Screen: Content Moderation in the Shadows of Social Media
(2019)
- Alex Rosenblatt, Uberland: How
Algorithms Are Rewriting the Rules of Work (2018)
- Jennifer Rothman, The Right of
Publicity: Privacy Reimagined for a Public World (2018)
- Peter Rubin, Future Presence: How
Virtual Reality Is Changing Human Connection, Intimacy,
and the Limits of Ordinary Life (2018)
- * Douglas Rushkoff, Team Human
(2019)
- David E. Sanger, The Perfect
Weapon: War, Sabotage, and Fear in the Cyber Age (2018)
- Paul Scharre, Army of None:
Autonomous Weapons and the Future of War (2018)
- Bruce Schneier, Click Here to
Kill Everybody: Security and Survival in a Hyper-connected
World (2018)
- Jen Schradie, The Revolution That Wasn’t: How
Digital Activism Favors Conservatives (2019)
- Klaus Schwab, The Fourth
Industrial Revolution (2017)
- Kris Shaffer, Data versus
Democracy: How Big Data Algorithms Shape Opinions and
Alter the Course of History (2019)
- P.W. Singer, The Perfect Weapon:
War, Sabotage, and Fear in the Cyber Age (2018)
- P.W. Singer and Emerson T.
Brooking, LikeWar: The Weaponization of Social Media
(2018)
- Brad Smith, Tools and Weapons:
The Promise and the Peril of the Digital Age (2019)
- Edward Snowden, Permanent Record
(2019)
- Chris Stokel-Walker, YouTubers:
How YouTube Shook Up TV and Created a New Generation of
Stars (2019)
- David Sumpter, Outnumbered: From
Facebook and Google to Fake News and Filter-bubbles – The
Algorithms That Control Our Lives (2018)
- Astra Taylor, Democracy May Not
Exist, but We'll Miss It When It's Gone (2019)
- Clive Thompson, Coders: The
Making of a New Tribe and the Remaking of the World (2019)
- Jia Tolentino, Trick Mirror:
Reflections on Self-Delusion (2019)
- Jean M. Twenge, iGen: Why Today's
Super-Connected Kids Are Growing Up Less Rebellious, More
Tolerant, Less Happy—and Completely Unprepared for
Adulthood—and What That Means for the Rest of Us (2017)
- Rizwan Virk, The Simulation
Hypothesis: An MIT Computer Scientist Shows Why AI,
Quantum Physics and Eastern Mystics All Agree We Are In a
Video Game (2019)
- Sara Wachter-Boettcher,
Technically Wrong: Sexist Apps, Biased Algorithms, and
Other Threats of Toxic Tech (2018)
- Joel Waldfogel, Digital
Renaissance: What Data and Economics Tell Us about the
Future of Popular Culture (2018)
- Ari Ezra Waldman, Privacy as
Trust: Information Privacy for an Information Age (2018)
- Richard A. Walker, Pictures of a
Gone City: Tech and the Dark Side of Prosperity in the San
Francisco Bay Area (2018)
- Amy Webb, The Big Nine: How the
Tech Titans and Their Thinking Machines Could Warp
Humanity (2019)
- Amy Webb, The Signals Are
Talking: Why Today's Fringe Is Tomorrow's Mainstream
(2018)
- Kevin Werbach, The Blockchain and the New
Architecture of Trust (2018)
- Darrell M. West, The Future of
Work: Robots, AI, and Automation (2018)
- * Norbert Wiener, The Human Use
of Human Beings (1954)
- Tim Wu, The Curse of Bigness:
Antitrust in the New Gilded Age (2018)
- Christopher Wylie, Mindf*ck: Cambridge
Analytica and the Plot to Break America (2019)
- Eliezer
Yudkowsky, Rationality: From AI to Zombies (2018)
- Philip Zimbardo and Nikita
Coulombe, Man, Interrupted: Why Young Men are Struggling
& What We Can Do About It (2016)
- * Shoshana Zuboff, The Age of
Surveillance Capitalism: The Fight for a Human Future at
the New Frontier of Power (2019)
- Gregory Zuckerman, The Man Who
Solved the Market: How Jim Simons Launched the Quant
Revolution (2019)
Articles of Interest:
- Edmund L.
Andrews, "How
Fake News Spreads Like a Real Virus", Stanford
Engineering, October 9, 2019
- Nellie Bowles, "Why
Is
Silicon Valley So Obsessed With the Virtue of Suffering?",
New York Times, March 26, 2019
- Nellie Bowles, "Silicon
Valley Goes to Therapy", New York Times,
September 20, 2019
- John Gastil and
Todd Davies, "Digital
Democracy: Episode IV--A New Hope, How a Corporation for
Public Software Could Transform Digital Engagement for
Government and Civil Society", Digital Government:
Research and Practice (DGOV), in press, 2019
- Megan Molteni, "AI
Could Reinvent Medicine—Or Become a Patient's Nightmare",
Wired, September 19, 2019
- Tom Simonite, "A
Health Care Algorithm Offered Less Care to Black Patients",
Wired, October 24, 2019
- Rebecca Solnit, "In
its insatiable pursuit of power, Silicon Valley is fuelling
the climate crisis", The Guardian, October 10,
2019
Links to Programs of Interest:
Center for
Internet and Society - Events
Global
Digital
Policy Incubator, a Program of the Center for Democracy,
Development, and the Rule of Law