Labor perspective of digital piecework and/or modern computing:

• Work without the workers (Peter Jones)
• Behind the screen (Sarah T. Roberts)
• Ghost work (Mary Gray, Siddharth Suri)
• Encoding race, encoding class (Sareeta Amrute)
• What you are getting wrong about Appalachia (Elizabeth Catte)

Critiques of modern data-intensive systems:

• Race after technology (Ruha Benjamin)
• Algorithms of oppression (Safiya Noble)
• Automating inequality (Virginia Eubanks)
• Weapons of math destruction (Cathy O’Neil)
• Everybody lies (Seth Stephens-Davidowitz)
• Invisible women (Caroline Criado Pérez)
• Data feminism (Catherine D’Ignazio, Lauren Klein)
• Technically wrong (Sara Wachter-Boettcher)
• Resisting AI (Dan McQuillan)
• Too smart: how digital capitalism is extracting data, controlling our lives (Jathan Sadowski)

On surveillance and military technology

• Your face belongs to us (Kashmir Hill)
• This is how they tell me the world ends (Nicole Perlroth)

Environmental impact of data-intensive systems:

• Atlas of AI (Kate Crawford) [chapter 1]
• The politics of bitcoin (David Golumbia)

Technical inspections of data and missing data:

• Redacted (Lilly Irani, Jesse Marx)
• Artificial unintelligence (Meredith Broussard)
• All data are local (Yanni Loukissas)

Techno-solutionism approaches to bias and their critiques:

• The ethical algorithm (Michael Kearns, Aaron Roth)
• The promise of access (Daniel Greene)
• The internet police (Nate Anderson)

Historical (or situated) discussions of computing ethos:

• From counterculture to cyberculture (Fred Turner)
• Your computer is on fire (Mar Hicks, Thomas S. Mullaney, Benjamin Peters, Kavita Philip)
• Silicon values (Jillian York)
• Uncanny valley (Anna Wiener)
• You are not expected to understand this (Torie Bosch, ed.)
• Kill it with fire (Marianne Bellotti)
• Hacker, hoaxer, whistleblower, spy: the many face of anonymous (Gabriella Coleman)
• The charisma machine (Morgan G. Ames)

Complexity of data terminology, use, and preservation:

• Native American DNA (Kim Tallbear)
• Data is never raw (Lisa Gitelman, ed.)
• Cloud ethics (Louise Amoore)
• Stasiland (Anna Funder)

Data literacy, communicating data, and data ownership:

• W. E. B. Du Bois’s Data Portraits: Visualizing Black America
• How charts lie (Albert Cairo)

Data interaction monologues:

• Blockchain chicken farm (Xiaowei Wang)
• Living in data (Jer Thorp)
• Everyday adventures with unruly data (Melanie Feinberg)