Erik J. Larson

Dr.

Erik J. Larson

Born| 1971 (age 54-55)
Education| University of Texas at Austin (PhD)
Occupation| Computer scientist, author
Known for| Artificial intelligence, natural language processing

Notable work

| The Myth of Artificial Intelligence: Why Computers Can’t Think the Way We Do
Website| https://erikjlarson.substack.com/

Erik J. Larson (born 1971) is an American writer, tech entrepreneur, and computer scientist. He is author of The Myth of Artificial Intelligence: Why Computers Can’t Think the Way We Do.[1] His next book Augmented Human Intelligence: Empowering Minds in the Age of AI will be released on October 27, 2026.

He has written for The Atlantic, The Hedgehog Review, the Los Angeles Review of Books, Wired, and professional journals. His other projects include two DARPA-funded startups, the most recent a company that provides influence rankings for colleges and universities using an influence ranking algorithm. Larson also publishes on his Colligo Substack.

Larson is also the author of the fiction novel Benderland.[2] Currently he publishes articles in his online newsletter Colligo.[1]

## Contents

* 1 Education
* 2 Career
* 3 The Myth of Artificial Intelligence
* 4 Post-Myth Publications
* 5 Podcasts, Interviews, and Invited Talks
* 6 Colligo
* 7 References

## Education

Larson graduated from Whitworth University in Spokane, Washington in 1994 as an All America Scholar Athlete.[3] He earned a PhD in philosophy from The University of Texas at Austin in 2009, where his dissertation was a hybrid combining work in computer science, linguistics, and philosophy.[4]

## Career

In the early 2000s, Larson worked for Cycorp, home of the Cyc artificial intelligence project, on a knowledge-based approach to network security.[5] He then researched and published articles on knowledge base technology, ontology, and the Semantic Web for the Digital Media Collaboratory, a research lab founded by American businessman George Kozmetsky affiliated with the Innovation, Creativity, and Capital Institute, at The University of Texas at Austin.[6][7][8][9] He founded his first company, Knexient, in 2009 with funding from DARPA to process open source text documents using his Hierarchical Document Classifier algorithm.[10] Larson later co-founded Influence Networks after developing an algorithm to produce web-based rankings of colleges and universities with funding from DARPA.[11] The algorithm is the foundation for the AcademicInflunce.com InfluenceRanking Engine.[12][13] In 2020 Larson joined Knowledge Based Systems, Inc. in College Station, Texas as a Research Scientist specializing in natural language processing.[14]

Larson has also written articles for The Atlantic,[15][16] Los Angeles Review of Books,[17][18][19] Wired magazine,[20] and The Hedgehog Review,[21] as well as for The Metro Silicon Valley[22] and Inference: International Review of Science.[23]

Larson is a Fellow with The Institute for Advanced Studies in Culture at the University of Virginia[24] and has also been a visiting researcher at The Santa Fe Institute.[25]

## The Myth of Artificial Intelligence

Larson's book, The Myth of Artificial Intelligence: Why Computers Can’t Think the Way We Do[1] (ISBN 9780674983519 ) was published by Harvard University Press on April 6, 2021. In the book, "Larson argues that AI hype is both bad science and bad for science. A culture of invention thrives on exploring unknowns, not overselling existing methods. Inductive AI will continue to improve at narrow tasks, but if we want to make real progress, we will need to start by more fully appreciating the only true intelligence we know—our own."

In his endorsement of The Myth of Artificial Intelligence, venture capitalist Peter Thiel wrote "If you want to know about AI, read this book...it shows how a supposedly futuristic reverence for Artificial Intelligence retards progress when it denigrates our most irreplaceable resource for any future progress: our own human intelligence.”[26] The book also received endorsements from writer John Horgan[27] and CEO of the Allen Institute for Artificial Intelligence Oren Etzioni. It has been reviewed for The Critic,[28] Engadget,[29] Fast Company,[30] The Financial Times,[31] Inside Story,[32] The New Atlantis,[33] The New York Review of Books,[34] Prometheus: Critical Studies in Innovation,[35] R&A Enterprise Architecture,[36] Tech Monitor,[37] TechTalks,[38] The Times Literary Supplement,[39] Towards Data Science, The Village Voice,[40] The Wall Street Journal,[41] and The Wire India.[42]

Although the book remained largely unknown after its 2016 self-publication, in late 2025 Larson began publicly describing Benderland[2] as the conceptual prequel to The Myth of Artificial Intelligence, noting on his Substack that the latter was originally drafted under the working title Machineland.[43]

## Post-Myth Publications

Larson wrote "Back to the Fifties: Reassessing Technological and Political Progress," published in the American Affairs Journal.[44] His article "Who’s Smarter: AI or a 5-Year-Old?" appeared in Nautius,[45] "Why Human Intelligence Thrives Where Machines Fail"[46] in Metro Silicon Valley, and "Why Smart Cities are a Dumb Idea"[47] in UnHerd. Larson also reviewed the book Mindless: The Human Condition in the Age of Artificial Intelligence[18] by Robert Skidelsky as well as The AI Con: How to Fight Big Tech’s Hype and Create the Future We Want[19] by Emily M. Bender and Alex Hannafor the Los Angeles Review of Books. With Andrew Trousdale, Larson authored the article "Scrolling Alone" for Johnathan Haidt's After Babel Substack.[48]

## Podcasts, Interviews, and Invited Talks

Larson has also performed several media interviews and made conference appearances in relation to The Myth of Artificial Intelligence, such as on the Lawfare[49] and Current Affairs[50] podcasts, and COSM 2021.[51] Larson has been an invited speaker for numerous events, including meetings of the Dakota Humanities Council[52] and the American Swiss Foundation.[53]

He has appeared in other media to discuss a range of technological and social issues. Larson spoke about his "Back to the Fifties" article on the Keen On show.[54] He also participated in the El Podcast,[55] John Horgan's podcast at the Stevens Institute of Technology,[56] the UNICAMP podcast for the Instituto de Computação,[57] the Academic Influence podcast,[58] and John Swope podcast.[59] Larson also hosted his own Myths and Problems podcast.[60]

## Colligo

In August 2023, Larson launched the newsletter Colligo to "show the problems with our data-driven world and show or assemble a richer humanistic picture."[61] On the site, Larson revealed he "was awarded a two-year grant by the Thiel Foundation to work on a second book."[25]

In January 2025, Larson announced that he had received a contract from MIT Press for his next book, co-authored with VC investor Chee-We Ng, Augmented Human Intelligence: Empowering Minds in the Age of AI.[62] This title will be released on October 27, 2026.

## References

1. ↑ 1.0 1.1 Larson, Erik J. (2021). The myth of artificial intelligence: why computers can't think the way we do. Cambridge, Massachusetts London, England: The Belknap Press of Harvard University Press. ISBN 978-0-674-98351-9.
2. ↑ 2.0 2.1 Larson, Erik J. (2016-08-14) (in en). Benderland. Amazon Digital Services LLC - Kdp. ISBN 978-1-5370-4583-2. https://books.google.com/books?id=CtkLvgAACAAJ.
3. ↑ "Alumni Magazine Spring 1994". Whitworth Alumni Magazine. January 1, 1994. https://digitalcommons.whitworth.edu/cgi/viewcontent.cgi?article=1149&context=alumnimagazine.
4. ↑ Larson, Erik John (December 2009). Primary semantic type labeling in monologue discourse using a hierarchical classification approach (Thesis). hdl:2152/ETD-UT-2009-12-636.
5. ↑ "A knowledge-based approach to network security: Applying Cyc in the domain of network risk assessment". Proceedings of the 17th Conference on Innovative Applications of Artificial Intelligence - Volume 3. IAAI'05. July 9, 2005. pp. 1563–1568. ISBN 978-1-57735-236-5. https://dl.acm.org/doi/10.5555/1620092.1620110.
6. ↑ "CEUR-WS.org/Vol-101 – Knowledge Markup and Semantic Annotation (Semannot-2003)". http://ceur-ws.org/Vol-101/.
7. ↑ Larson, Erik; Hughes, Todd (2005). "Relational Recognition for Information Extraction in Free Text Documents". Association for the Advancement of Artificial Intelligence Spring Symposium. https://www.aaai.org/Papers/Symposia/Spring/2005/SS-05-01/SS05-01-027.pdf.
8. ↑ Asher, Nicholas; Denis, P.; Kuhn, Jonas; Larson, Erik; McCready, E.; Palmer, Alexis; Reese, Brian; Wang, Linton. Extracting and Using Discourse Structure to Resolve Anaphoric Dependencies : Combining Logico-Semantic and Statistical Approaches.
9. ↑ Woelk, D.; Larson, Erik; Allen, Wayne; Taank, Sumit (2003). Focused Knowledge Bases for Multi-Disciplinary, Multi-Sector Decision Making.
10. ↑ "KNEXIENT | SBIR.gov". https://www.sbir.gov/sbc/knexient.
11. ↑ "Home". https://influencenetworks.com/.
12. ↑ "The Inspiration for Academic Influence | Interview with Erik Larson | Academic Influence" (in en). 28 April 2021. https://academicinfluence.com/interviews/computer-science/erik-larson-karina.
13. ↑ AcademicInfluence.com. "AcademicInfluence.com Ranks the Top Colleges & Universities in the U.S. for 2021" (in en). https://www.prnewswire.com/news-releases/academicinfluencecom-ranks-the-top-colleges--universities-in-the-us-for-2021-301243314.html.
14. ↑ "List of Knowledge Based Systems, Inc. employees". https://www.signalhire.com/companies/knowledge-based-systems-inc/employees.
15. ↑ Larson, Erik (May 14, 2015). "Questioning the Hype About Artificial Intelligence" (in en). https://www.theatlantic.com/technology/archive/2015/05/the-humanists-paradox/391622/.
16. ↑ Larson, Erik (April 26, 2019). "When Making Things Better Only Makes Them Worse" (in en). https://www.theatlantic.com/ideas/archive/2019/04/why-accidents-like-notre-dame-fire-happen/587956/.
17. ↑ Mankin, Keith P.; Simon, Ed; Larson, Erik J.; Fletcher, Angus (September 26, 2021). "What Is Literature For?: A Symposium on Angus Fletcher's "Wonderworks"". https://www.lareviewofbooks.org/article/what-is-literature-for-a-symposium-on-angus-fletchers-wonderworks/.
18. ↑ 18.0 18.1 "Mindless Machines, Mindless Myths". 2025-08-02. https://lareviewofbooks.org/article/mindless-machines-mindless-myths.
19. ↑ 19.0 19.1 "The Return of the Luddites". 2025-10-31. https://lareviewofbooks.org/article/the-return-of-the-luddites.
20. ↑ Fletcher, Angus; Larson, Erik. "Optimizing Machines Is Perilous. Consider 'Creatively Adequate' AI." (in en-US). Wired. ISSN 1059-1028. https://www.wired.com/story/artificial-intelligence-data-future-optimization-antifragility/. Retrieved 2022-02-11.
21. ↑ "Twenty Five Years After Imagined Worlds, What World Are We Living In?". 2022-10-25. https://hedgehogreview.com/web-features/thr/posts/twenty-five-years-after-imagined-worlds-what-world-are-we-living-in.
22. ↑ "2012 June 27 | Metro Silicon Valley". https://www.metrosiliconvalley.com/2012/06/27/.
23. ↑ Larson, Erik (July 13, 2015). "Big Neuroscience" (in en). Inference: International Review of Science 1 (3). doi:10.37282/991819.15.16. https://inference-review.com/article/big-neuroscience.
24. ↑ "Erik J. Larson" (in en). http://iasculture.org/events/erik-j-larson.
25. ↑ 25.0 25.1 Larson, Erik J. (2023-08-24). "Welcome to Colligo". https://erikjlarson.substack.com/p/welcome-to-colligo.
26. ↑ "The Myth of Artificial Intelligence". https://www.goodreads.com/book/show/55503081-the-myth-of-artificial-intelligence.
27. ↑ Horgan, John. "Will Artificial Intelligence Ever Live Up to Its Hype?" (in en). https://www.scientificamerican.com/article/will-artificial-intelligence-ever-live-up-to-its-hype/.
28. ↑ "The limits of logic | Kit Wilson" (in en-GB). January 26, 2022. https://thecritic.co.uk/issues/february-2022/the-limits-of-logic/.
29. ↑ "Hitting the Books: Is the hunt for technological supremacy harming our collective humanity?" (in en-US). May 2021. https://www.engadget.com/hitting-the-books-the-myth-of-artificial-intelligence-erik-j-larson-harvard-university-press-153017524.html.
30. ↑ Larson, Erik J. (May 12, 2021). "Silicon Valley has been taken over by 'technological kitsch'" (in en-US). https://www.fastcompany.com/90635442/technological-kitsch.
31. ↑ Thornhill, John (March 25, 2021). "The delusions of techno-futurists who ask: crisis, what crisis?". The Financial Times. https://www.ft.com/content/1c1daa87-c48e-4d19-a574-046eadb5b665.
32. ↑ "Ghosts in the machine" (in en). August 5, 2021. https://insidestory.org.au/ghosts-in-the-machine/.
33. ↑ "Why We Still Don't Have True AI" (in en-US). https://www.thenewatlantis.com/publications/can-machines-have-common-sense.
34. ↑ Halpern, Sue. "The Human Costs of AI" (in en). New York Review of Books. https://www.nybooks.com/articles/2021/10/21/human-costs-artificial-intelligence/.
35. ↑ "Erik J. Larson, The Myth of Artificial Intelligence: Why Computers Can't Think the Way We Do – Prometheus" (in en-GB). http://www.prometheusjournal.co.uk/product/erik-j-larson-the-myth-of-artificial-intelligence-why-computers-cant-think-the-way-we-do/.
36. ↑ Wierda, Gerben (August 21, 2021). "AI is a Myth, says AI-researcher and engineer Erik Larson" (in en). https://ea.rna.nl/2021/08/21/review-of-the-myth-of-artificial-intelligence-a-conversation-with-erik-larson/.
37. ↑ Clarke, Laurie (May 12, 2021). "Forget the hype, we've no idea how to reach human-like AI" (in en-US). https://techmonitor.ai/technology/we-have-no-idea-how-to-reach-human-like-artificial-intelligence.
38. ↑ Dickson, Ben (September 20, 2021). "Abductive inference: The blind spot of artificial intelligence" (in en-US). https://bdtechtalks.com/2021/09/20/myth-of-artificial-intelligence-erik-larson/.
39. ↑ "The Myth of Artificial Intelligence by Erik J. Larson review: What the human mind can do that the man-made one can't" (in en-GB). https://www.the-tls.co.uk/articles/the-myth-of-artificial-intelligence-erik-j-larson-review-christopher-mole/.
40. ↑ Ascend, Amir Bakian / Partner content from (2023-07-05). "How Will AI Affect White Collar Management Jobs?". https://www.villagevoice.com/how-will-ai-affect-white-collar-management-jobs/.
41. ↑ Shaywitz, David A. (May 21, 2021). "Big Brains: New Books on Artificial Intelligence" (in en-US). The Wall Street Journal. https://www.wsj.com/articles/big-brains-new-books-on-artificial-intelligence-11621607063.
42. ↑ Kulkarni, Viraj (June 1, 2021). "In Erik Larson's New Book, a Cogent Case Against the Inevitability of True AI" (in en-GB). https://science.thewire.in/the-sciences/in-erik-larsons-new-book-a-cogent-case-against-the-inevitability-of-true-ai/.
43. ↑ Larson, Erik J. (2023-09-12). "BENDERLAND". https://erikjlarson.substack.com/p/benderland.
44. ↑ Larson, Erik J. (2023-08-20). "Back to the Fifties: Reassessing Technological and Political Progress" (in en-US). https://americanaffairsjournal.org/2023/08/back-to-the-fifties-reassessing-technological-and-political-progress/.
45. ↑ Larson, Erik J. (2024-08-15). "Who's Smarter: AI or a 5-Year-Old?" (in en-US). https://nautil.us/whos-smarter-ai-or-a-5-year-old-776799/?_sp=996b3a6e-7129-48af-83f9-1a9d7d945761.1723764159486.
46. ↑ "Why Human Intelligence Thrives Where Machines Fail" (in en-US). 2025-01-15. https://www.metrosiliconvalley.com/why-human-intelligence-thrives-where-machines-fail/.
47. ↑ Larson, Erik J. (2025-05-12). "Why smart cities are a dumb idea" (in en-US). https://unherd.com/us/2025/05/why-smart-cities-are-a-dumb-idea/.
48. ↑ Trousdale, Andrew. "Scrolling Alone" (in en). https://www.afterbabel.com/p/scrolling-alone.
49. ↑ "The Lawfare Podcast: The Myth of Artificial Intelligence" (in en). March 31, 2021. https://www.lawfaremedia.org/article/lawfare-podcast-myth-artificial-intelligence.
50. ↑ "Why You Don't Need To Worry About "Superintelligent AI" Destroying The World (But Artificial Intelligence Is Still Scary)". September 30, 2022. https://www.patreon.com/posts/why-you-dont-to-72712668.
51. ↑ (in en) The Myth of Artificial Intelligence with Erik Larson at COSM 2021, 13 April 2022, https://www.youtube.com/watch?v=LN1_1mvYjp8, retrieved 2023-03-19
52. ↑ South Dakota Humanities Council (2023-01-20). Artificial Intelligence: How Smart Is It Really - Erik J Larson. Retrieved 2025-01-17 - via YouTube.
53. ↑ American Swiss Foundation (2023-10-27). Exploring the Myth of Artificial Intelligence with Computer Scientist Erik J. Larson. Retrieved 2025-01-17 - via YouTube.
54. ↑ Keen, Andrew (October 8, 2023). "The Myth of Progress: Erik J. Larson on Silicon Valley's failure to change anything of any significance since the Fifties". https://www.listennotes.com/podcasts/keen-on/the-myth-of-progress-erik-j-qmipj5dVcQ9/.
55. ↑ El Podcast (2024-03-06). AI Myths - Explained by AI Scientist || El Podcast EP67. Retrieved 2025-01-17 - via YouTube.
56. ↑ The School of Humanities, Arts and Social Sciences (2023-10-23). CHATGPT and the End of AI. Retrieved 2025-01-17 - via YouTube.
57. ↑ Instituto de Computação - UNICAMP (2022-05-20). Erik J. Larson - The Myth of Artificial Intelligence; Why machines can't thinkthe way we do. Retrieved 2025-01-17 - via YouTube.
58. ↑ Academic Influence (2021-04-15). Erik Larson on what the future holds for artificial intelligence. Retrieved 2025-01-17 - via YouTube.
59. ↑ John Swope (2024-10-10). Parsing AI Fact from Fiction in Education: An Interview with Erik J. Larson. Retrieved 2025-01-17 - via YouTube.
60. ↑ "Myths and Problems" (in en). https://open.spotify.com/show/05ZBSXIadbWdtG927FXEuu.
61. ↑ Larson, Erik J. (2023-09-05). "Colligo | Erik J Larson | Substack" (in en). https://erikjlarson.substack.com/.
62. ↑ Substack (2025-01-27). "Erik J Larson on Substack" (in en). https://substack.com/@erikjlarson/note/c-89116058.

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