--- title: "Books" description: "The essential reading on the attention machine, surveillance capitalism, and what to do." url: https://attentionmachine.org/en/educate/books/ lang: en updated: 2026-10-22 license: "CC BY-NC-SA 4.0 (https://creativecommons.org/licenses/by-nc-sa/4.0/)" --- # Books Not a comprehensive list. The books that most directly support the argument on this site — starting with the most accessible. [Each one is listed below with its publisher and edition.](https://attentionmachine.org/en/educate/books/#sources) ## Where this site began **Max Fisher — _The Chaos Machine_ (2022)**\ The book that inspired this site. A New York Times reporter[^src-fisher-2022] traces engagement-maximising algorithms from Silicon Valley design decisions to their consequences in the world — Myanmar, Sri Lanka, Brazil, the United States — through internal documents, whistleblowers, and reporting on the ground. It shows, case by case, the same loop this site describes: outrage holds attention, attention is the business, and no one needs to intend the harm for the harm to happen. Journalistic rather than academic, and the single best narrative account of the machine at work. ## Start here **Mary Aiken — _The Cyber Effect_ (2016)**\ A forensic cyberpsychologist[^src-aiken-2016] on how people behave differently online — children and teenagers, relationships, anonymity, compulsive use, crime. Where Fisher[^src-fisher-2022] follows the platforms, Aiken follows the people inside them. Written for parents and general readers. Aiken argues mostly from individual cases and her own observations, less from research. When Gráinne Kirwan, a psychology lecturer specialising in cyberpsychology, reviewed it in 2017[^src-kirwan-2017] for _The Psychologist_, the British Psychological Society's magazine, she found that it draws very little on two decades of research in the field, and that it leans heavily towards the harms of technology while saying little about the benefits psychologists have also found. Read it for the questions it asks, not as a summary of what the research shows. **Jonathan Haidt — _The Anxious Generation_ (2024)**\ The most accessible synthesis of the evidence on social media and youth mental health. Haidt brings together data from multiple countries, multiple studies, and multiple disciplines. Not without controversy[^src-odgers-2024] — the evidence it rests on is contested[^src-orben-2019] — but the most comprehensive account available of what the evidence shows and what to do about it. **Daniel Solove — _Nothing to Hide: The False Tradeoff between Privacy and Security_ (2011)**\ The best treatment of why "I have nothing to hide" is the wrong frame. Privacy is not about secrecy. It is about autonomy — the right to form ideas without surveillance, to have relationships without monitoring, to control your own narrative. **Anna Lembke — _Dopamine Nation_ (2021)**\ A Stanford psychiatrist explains the neuroscience in accessible terms. Why dopamine drives seeking rather than satisfaction. Why variable reward is more compelling than reliable reward. Why the design is the problem, not the user. > **Variable reward (variable-ratio reinforcement)** > > A reward delivered on an unpredictable schedule — sometimes the pull-to-refresh shows something good, usually it does not. Skinner found this pattern produces more persistent behaviour than a predictable reward, which is exactly why slot machines and feeds use it. The uncertainty, not the reward itself, is what keeps you pulling. > > **Sources** > > - Lembke, A. (2021), _Dopamine Nation_, Dutton. > - Ferster, C.B. & Skinner, B.F. (1957), _Schedules of Reinforcement_, Appleton-Century-Crofts. ## Go deeper **Shoshana Zuboff — _The Age of Surveillance Capitalism_ (2019)**\ The definitive academic account of how behavioural data became the raw material of a new economic logic. Dense but comprehensive; Zuboff is a professor emerita at Harvard Business School[^src-zuboff-2019]. Start with the first three chapters if the full book is daunting. **Cass Sunstein — _Republic.com_ (2001)**\ The first major academic treatment of internet echo chambers and their implications for democratic discourse — published five years before Facebook opened to the public[^src-facebook-2006], fifteen years before 2016. Remarkable for its precision about problems that would take another decade to become politically visible. **Eli Pariser — _The Filter Bubble_ (2011)**\ Named the democratic harm of algorithmic personalisation precisely and publicly. The phrase "filter bubble" entered public consciousness here. **Naomi Oreskes & Erik Conway — _Merchants of Doubt_ (2010)**\ The definitive account of how manufactured scientific uncertainty is used to delay regulation — from tobacco to climate change; the same playbook recurs around vaccines. Essential for understanding the What is Truth section. **Sander van der Linden — _Foolproof_ (2023)**\ The popular account of inoculation theory from the Cambridge researcher behind the modern prebunking studies. Why exposing people to manipulation techniques — rather than specific false claims — builds resistance, and how long that resistance lasts. ## For context **Nicholas Carr — _The Shallows_ (2010)**\ What the internet is doing to our brains, specifically to deep reading and sustained attention. Slightly dated in its examples but accurate in its core argument. **Jean Twenge — _iGen_ (2017)**\ The demographic data on how the generation born 1995–2012[^src-twenge-2017] differs from predecessors, with smartphone and social media use as a central variable. The data source Haidt draws on heavily. **Deeper — 'the filter bubble' was named here, and complicated later** Pariser's _The Filter Bubble_ (2011) and Sunstein's _Republic.com_ (2001) named a real worry: that personalisation seals each of us in a self-reinforcing information world. The term stuck. But the empirical picture turned out to be more nuanced. Bakshy, Messing and Adamic (2015)[^src-bakshy-2015], studying 10.1 million US Facebook users in _Science_, found that individuals' own choices about what to click limited their exposure to opposing views _more_ than the ranking algorithm did — a finding worth weighing, with the caveat that it was conducted by Facebook's own researchers on Facebook's own data. The honest reading: echo chambers and selective exposure are real, but they are driven by human choice as much as by algorithms, and the strong "the algorithm traps you" version of the thesis is contested. We list these books because they framed the question well — not because every claim in them survived the next decade of evidence. That is the self-correction the What is Truth section describes, applied to this site's own reading list. **Sources** - Bakshy, E., Messing, S. & Adamic, L. (2015), [_Exposure to ideologically diverse news and opinion on Facebook_](https://doi.org/10.1126/science.aaa1160), Science 348(6239). ## Sources [^src-fisher-2022]: Fisher, M. (2022), [_The Chaos Machine: The Inside Story of How Social Media Rewired Our Minds and Our World_](https://www.hachettebookgroup.com/titles/max-fisher/the-chaos-machine/9780316703321/), Little, Brown and Company, ISBN 9780316703321 — the publisher's page, which also carries the author's New York Times biography. [^src-aiken-2016]: Aiken, M. (2016), [_The Cyber Effect: A Pioneering Cyberpsychologist Explains How Human Behavior Changes Online_](https://www.penguinrandomhouse.com/books/248195/the-cyber-effect-by-mary-aiken-phd/), Spiegel & Grau (John Murray in the UK), ISBN 9780812997859 — the publisher's page, which lists the later paperback under a new subtitle and calls her a forensic cyberpsychologist. [^src-kirwan-2017]: Kirwan, G. (12 January 2017), [_A battle cry echoing from media portals_](https://www.bps.org.uk/psychologist/battle-cry-echoing-media-portals), The Psychologist (British Psychological Society) — a cyberpsychology lecturer's review of the book, which finds "very limited inclusion of the findings of over two decades of scholarly studies in cyberpsychology" and that the book "tends strongly towards the description of negative aspects of technology and online life". [^src-haidt-2024]: Haidt, J. (2024), _The Anxious Generation_, Penguin Press, ISBN 9780593655030. [^src-orben-2019]: Orben, A. & Przybylski, A.K. (2019), [_The association between adolescent well-being and digital technology use_](https://www.nature.com/articles/s41562-018-0506-1), Nature Human Behaviour 3 — the analysis that found the association small ("at most 0.4% of the variation"). [^src-odgers-2024]: Odgers, C.L. (2024), [_The great rewiring: is social media really behind an epidemic of teenage mental illness?_](https://doi.org/10.1038/d41586-024-00902-2), Nature 628 — the main critical review of Haidt's book. [^src-solove-2011]: Solove, D.J. (2011), [_Nothing to Hide: The False Tradeoff between Privacy and Security_](https://yalebooks.yale.edu/book/9780300172331/nothing-to-hide/), Yale University Press, ISBN 9780300172331 (paperback, 2013). [^src-lembke-2021]: Lembke, A. (2021), _Dopamine Nation_, Dutton, ISBN 9781524746728. [^src-zuboff-2019]: Zuboff, S. (2019), [_The Age of Surveillance Capitalism_](https://www.hachettebookgroup.com/titles/shoshana-zuboff/the-age-of-surveillance-capitalism/9781610395694/), PublicAffairs, ISBN 9781610395694 — the publisher's page, which gives her Harvard Business School chair as emeritus. [^src-sunstein-2001]: Sunstein, C.R. (2001), _Republic.com_, Princeton University Press, ISBN 9780691095899 (paperback, 2002). [^src-facebook-2006]: Facebook (26 September 2006), [_Facebook Expansion Enables More People to Connect with Friends in a Trusted Environment_](https://about.fb.com/news/2006/09/facebook-expansion-enables-more-people-to-connect-with-friends-in-a-trusted-environment/) — the company's announcement of opening to anyone with a valid email address, five years after _Republic.com_. [^src-pariser-2011]: Pariser, E. (2011), _The Filter Bubble_, Penguin Press, ISBN 9781594203008. [^src-oreskes-2010]: Oreskes, N. & Conway, E.M. (2010), _Merchants of Doubt_, Bloomsbury Press, ISBN 9781596916104. [^src-van-der-linden-2023]: van der Linden, S. (2023), [_Foolproof: Why Misinformation Infects Our Minds and How to Build Immunity_](https://wwnorton.com/books/9780393881448), W. W. Norton (4th Estate in the UK), ISBN 9780393881448. [^src-carr-2010]: Carr, N. (2010), [_The Shallows: What the Internet Is Doing to Our Brains_](https://wwnorton.com/books/9780393357820), W. W. Norton, ISBN 9780393357820 (2020 edition). [^src-twenge-2017]: Twenge, J.M. (2017), [_iGen_](https://www.simonandschuster.com/books/iGen/Jean-M-Twenge/9781501151989), Atria Books, ISBN 9781501151989 — the book's own definition of the cohort born 1995–2012. [^src-bakshy-2015]: Bakshy, E., Messing, S. & Adamic, L. (2015), [_Exposure to ideologically diverse news and opinion on Facebook_](https://doi.org/10.1126/science.aaa1160), Science 348(6239) — the study in the Deeper box; 10.1 million US users, conducted by Facebook's own researchers. [Watch & Listen →](https://attentionmachine.org/en/educate/watch-listen/) --- Some content on this site was created with the assistance of AI tools and may contain errors. [How we use AI →](https://attentionmachine.org/en/about/how-we-use-ai/)