Résumés
Abstract
This paper explores how increased use of generative artificial intelligence (GenAI) impacts workers from historically underrepresented communities in the software development industry in Canada (women, BIPOC, and LGBTQIA+). Drawing on 15 semi-structured qualitative interviews, I argue that existing labour inequalities are exacerbated by GenAI automation. By employing a critical transfeminist intersectional framework to this exploratory study, I centre the accounts of these marginalized workers in the discussion of increased automation in digital labour. This study finds that the overall devaluation of tech labour disrupts efforts at equity, diversity, and inclusion and exacerbates precarity in an increasingly precarious neoliberal job market.
Résumé
Cet article examine l'impact de l'utilisation croissante de l'intelligence artificielle générative (IAg) sur les travailleur·euse·s issu·e·s de communautés historiquement sous-représentées dans le secteur du développement logiciel au Canada (femmes, BIPOC et LGBTQIA+). Sur la base de 15 entretiens qualitatifs semi-structurés, je soutiens que les inégalités existantes en matière d'emploi sont exacerbées par l'automatisation de la GenAI. En appliquant un cadre critique transféministe intersectionnel à cette étude exploratoire, je place les témoignages de ces travailleur·euse·s marginalisé·e·s au centre du débat sur l'automatisation croissante du travail numérique. Cette étude révèle que la dévalorisation générale du travail technologique perturbe les efforts en matière d'équité, de diversité et d'inclusion et exacerbe la précarité sur un marché du travail néolibéral de plus en plus instable.
Parties annexes
Bibliography
- Adair, Cassius. “Licensing Citizenship: Anti-Blackness, Identification Documents, and Transgender Studies.” American Quarterly, vol. 71, no. 2, 2019, pp. 569–94.
- Ahmed, Sara. On Being Included: Racism and Diversity in Institutional Life. Duke UP, 2012. read.dukeupress.edu, read.dukeupress.edu/books/book/2209/On-Being-IncludedRacism-and-Diversity-in.
- Alfrey, Lauren, and France Winddance Twine. “Gender-Fluid Geek Girls: Negotiating Inequality Regimes in the Tech Industry.” Gender & Society, vol. 31, no. 1, Feb. 2017, pp. 28–50. SAGE Journals, doi.org/10.1177/0891243216680590.
- Allmer, Thomas, et al. “Mapping Approaches to User Participation and Digital Labour: A Critical Perspective.” Reconsidering Value and Labour in the Digital Age, Palgrave Macmillan, 2015, pp. 153–71.
- Amorim, Henrique, and Mauricio Reis Grazia. “The Precariousness of Immaterial Labor: Self-Taylorization in the Brazilian Software Industry.” Latin American Perspectives, vol. 49, no. 5, Sept. 2022, pp. 217–33. Crossref, doi.org/10.1177/0094582x20988720.
- Beauchamp, Toby. Going Stealth. Duke UP, 2019, doi.org/10.2307/j.ctv11cw8g8.
- Bender, Emily M., and Alex Hanna. The AI Con: How to Fight Big Tech’s Hype and Create the Future We Want. Harper, 2025.
- Benjamin, Ruha. Race After Technology: Abolitionist Tools for the New Jim Code. Polity Press, 2019.
- Berlant, Lauren. Cruel Optimism. Duke UP, 2011.
- Bialski, Paula. “Computer Says ‘No’ : On the Materiality of Software in Organising Tech Work.” Work Organisation, Labour & Globalisation, vol. 19, no. 1, Mar. 2025, pp. 67–83. www.scienceopen.com, doi.org/10.13169/workorgalaboglob.19.1.0067.
- Bilge, Sirma. “Intersectionality Undone: Saving Intersectionality from Feminist Intersectionality Studies.” Du Bois Review: Social Science Research on Race, vol. 10, no. 2, 2013, pp. 405–24. DOI.org (Crossref), doi.org/10.1017/S1742058X13000283.
- Blum, Ashley, and Sofia Capoot. “Google, Meta, Amazon and Other Tech Companies Have Laid off More than 104,000 Employees in the Last Year.” CNBC, 18 Jan. 2023, www.cnbc.com/2023/01/18/tech-layoffs-microsoft-amazon-meta-others-have-cut-more-than-60000.html.
- Bousquet, Tim. “AI Is Fascism.” Halifax Examiner, 1 Oct. 2025, www.halifaxexaminer.ca/morning-file/ai-is-fascism/.
- Brophy, Enda. “System Error: Labour Precarity and Collective Organizing at Microsoft.” Canadian Journal of Communication, vol. 31, no. 3, Oct. 2006, pp. 619–38. Crossref, doi.org/10.22230/cjc.2006v31n3a1767.
- Broussard, Meredith. Artificial Unintelligence: How Computers Misunderstand the World. MIT Press, 2018, mitpress.mit.edu/9780262537018/artificial-unintelligence/.
- Burrell, Jenna, and Marion Fourcade. “The Society of Algorithms.” Annual Review of Sociology, vol. 47, July 2021, pp. 213–37. www-annualreviews-org.ezproxy.lib.torontomu.ca, doi.org/10.1146/annurev-soc-090820-020800.
- CBC. “The End of Diversity, Equity and Inclusion?” CBC Radio, 29 Jan. 2025. CBC.ca, www.cbc.ca/radio/frontburner/the-end-of-diversity-equity-and-inclusion-1.7444128.
- Chun, Wendy. Discriminating Data: Correlation, Neighborhoods, and the New Politics of Recognition. MIT Press, 2021.
- Collins, Patricia Hill. Black Feminist Thought: Knowledge, Consciousness, and the Politics of Empowerment. Routledge, 2009.
- Corrêa, Laura Guimarães. “Intersectionality: A Challenge for Cultural Studies in the 2020s.” International Journal of Cultural Studies, vol. 23, no. 6, Aug. 2020, Sage UK: London, England, pp. 823–32. journals.sagepub.com, doi.org/10.1177/1367877920944181.
- Costanza-Chock, Sasha. Design Justice: Community-Led Practices to Build the Worlds We Need. MIT Press, 2020.
- Cowan, T. L., and Jas Rault. Heavy Processing. Punctum Books, 2024.
- Crenshaw, Kimberlé. “Mapping the Margins: Intersectionality, Identity Politics, and Violence against Women of Color.” Stanford Law Review, vol. 43, no. 6, July 1991, pp. 1241–99. Crossref, doi.org/10.2307/1229039.
- Devault, Marjorie L. “Talking and Listening from Women’s Standpoint: Feminist Strategies for Interviewing and Analysis.” Social Problems, vol. 37, no. 1, 1990, p. 22, doi.org/10.2307/800797.
- Dmitracova, Olesya. “41% of Companies Worldwide Plan to Reduce Workforces by 2030 Due to AI | CNN Business.” CNN, 8 Jan. 2025, www.cnn.com/2025/01/08/business/ai-job-losses-by-2030-intl.
- Doctorow, Cory. “The ‘Enshittification’ of TikTok.” Wired, 23 Jan. 2023. Tags. www.wired.com, www.wired.com/story/tiktok-platforms-cory-doctorow/.
- Dorschel, Robert. “A New Middle-Class Fraction with a Distinct Subjectivity: Tech Workers and the Transformation of the Entrepreneurial Self.” The Sociological Review, vol. 70, no. 6, Nov. 2022, pp. 1302–20. SAGE Journals, doi.org/10.1177/00258172221103015.
- Dorschel, Robert. “Reconsidering Digital Labour: Bringing Tech Workers into the Debate.” New Technology, Work and Employment, vol. 37, no. 1, 2022, pp. 288–307. Wiley Online Library, doi.org/10.1111/ntwe.12225.
- Dupuis, Stéphanie. “Plus de 60 autres personnes licenciées chez un sous-traitant de WB Games Montréal.” Radio-Canada, Radio-Canada.ca, 16 Apr. 2025, ici.radio-canada.ca/nouvelle/2157131/licenciements-wb-games-montreal.
- Ensmenger, Nathan. “‘Beards, Sandals, and Other Signs of Rugged Individualism’: Masculine Culture within the Computing Professions.” Osiris (Bruges) [United States], vol. 30, no. 1, 2015, pp. 38–65. torontomu.primo.exlibrisgroup.com, doi.org/10.1086/682955.
- Erickson, Kristofer. “AI and Work in the Creative Industries: Digital Continuity or Discontinuity?” Creative Industries Journal, 28 Oct. 2024. Taylor and Francis+NEJM, doi.org/10.1080/17510694.2024.2421135.
- Eubanks, Virginia. Automating Inequality: How High-Tech Tools Profile, Police, and Punish the Poor. St. Martin’s Press, 2018, us.macmillan.com/books/9781250074317/automatinginequality.
- Fuchs, Christian, and Marisol Sandoval. “Digital Workers of the World Unite! A Framework for Critically Theorising and Analysing Digital Labour.” tripleC: Communication, Capitalism & Critique, vol. 12, no. 2, 2014, pp. 486–563, doi.org/10.31269/triplec.v12i2.549.
- Fuchs, Christian, and Sebastian Sevignani. “What Is Digital Labour? What Is Digital Work? What’s Their Difference? And Why Do These Questions Matter for Understanding Social Media?” tripleC: Communication, Capitalism & Critique, vol. 11, no. 2, 2013, pp. 237–93, doi.org/10.31269/triplec.v11i2.461.
- Fuster Morell, Mayo. “The Gender of the Platform Economy.” Internet Policy Review, vol. 11, no. 1, 2022. torontomu.primo.exlibrisgroup.com, doi.org/10.14763/2022.1.1620.
- Gómez, Natalia Rivero. “Why Is Québec Losing Its Visual Effects?” The Rover, 6 Sept. 2024, therover.ca/why-is-quebec-losing-its-visual-effects/.
- Government of Canada, Statistics Canada. Visible Minority of Person. 17 Sept. 2021, www23.statcan.gc.ca/imdb/p3Var.pl?Function=DEC&Id=45152.
- Gray, Mary L., and Siddharth Suri. Ghost Work: How to Stop Silicon Valley from Building a New Global Underclass. Houghton Mifflin Harcourt, 2019.
- Guynn, Jessica. “Tech Industry’s Diversity Efforts Haven’t Lived up to Promises. A New Report Explains Why.” USA Today.Com [Arlington], 2018, www.usatoday.com/story/tech/2018/02/28/diversity-freada-kapor-klein-kapor-center-report-leaky-pipeline/378295002/.
- Haimson, Oliver L., et al. “AI Attitudes Among Marginalized Populations in the U.S.: Nonbinary, Transgender, and Disabled Individuals Report More Negative AI Attitudes.” Proceedings of the 2025 ACM Conference on Fairness, Accountability, and Transparency [New York, NY], 2025, world, pp. 1224–37, doi.org/10.1145/3715275.3732081.
- Haraway, Donna. “Situated Knowledges: The Science Question in Feminism and the Privilege of Partial Perspective.” Feminist Studies, vol. 14, no. 3, 1988, p. 575. Crossref, doi.org/10.2307/3178066.
- Harding, Sandra. “Rethinking Standpoint Epistemology: What Is ‘Strong Objectivity?’” The Centennial Review, vol. 36, no. 3, 1992, pp. 437–70.
- Harvey, Alison. “Becoming Gamesworkers: Diversity, Higher Education, and the Future of the Game Industry.” Television & New Media [Los Angeles, CA], vol. 20, no. 8, 2019, pp. 756–66. torontomu.primo.exlibrisgroup.com, doi.org/10.1177/1527476419851080.
- Harvey, Alison, and Stephanie Fisher. “‘Everyone Can Make Games!’: The Post-Feminist Context of Women in Digital Game Production.” Feminist Media Studies [Abingdon], vol. 15, no. 4, 2015, pp. 576–92. torontomu.primo.exlibrisgroup.com, doi.org/10.1080/14680777.2014.958867.
- Harvey, Alison et al. “Best Practice or Buzzword? The Opportunities and Challenges of Mentorship for EDI in Creative Technology.” Diversity & Inclusion Research, vol. 2, no. 2, 2025, pp. 1–9. Wiley Online Library, doi.org/10.1002/dvr2.70017.
- Harvey, David. A Brief History of Neoliberalism. Oxford UP, 2005, academic.oup.com/book/40603.
- Hicks, Mar. “De-Brogramming the History of Computing [Think Piece].” IEEE Annals of the History of Computing [Los Alamitos, CA], vol. 35, no. 1, 2013, pp. 88–88. torontomu.primo.exlibrisgroup.com, doi.org/10.1109/MAHC.2013.3.
- Hicks, Mar. “Digital Labor and Trans Histories: Resisting Assigned Gender in the Early Mainframe Era.” Humans at Work in the Digital Age, Routledge, 2019, pp. 32–54.
- Hicks, Mar. “Hacking the Cis-Tem: Transgender Citizens and the Early Digital State.” IEEE Annals of the History of Computing, vol. 41, no. 1, 2019, pp. 20–33. torontomu.primo.exlibrisgroup.com, doi.org/10.1109/MAHC.2019.2897667.
- hooks, bell. Feminist Theory: From Margin to Center. South End Press, 1984.
- Huws, Ursula. Labor in the Global Digital Economy: The Cybertariat Comes of Age. NYU Press, 2014. JSTOR, www.jstor.org/stable/j.ctt1287j8b.
- Jarrett, Kylie. Digital Labor. Polity Press, 2022. DIGITAL MEDIA AND SOCIETY SERIES. catalogue.library.torontomu.ca Library Catalog.
- Jarrett, Kylie. Feminism, Labour and Digital Media: The Digital Housewife. Routledge, 2017, www.routledge.com/Feminism-Labour-and-Digital-Media-The-Digital-Housewife/Jarrett/p/book/9781138575660.
- John, June Park, and Martin Carnoy. “The Case of Computer Science Education, Employment, Gender, and Race/Ethnicity in Silicon Valley, 1980–2015.” Journal of Education and Work, vol. 32, no. 5, July 2019, pp. 421–35. Taylor and Francis+NEJM, doi.org/10.1080/13639080.2019.1679728.
- Johnson, Austin H. “Transnormativity: A New Concept and Its Validation through Documentary Film About Transgender Men.” Sociological Inquiry, vol. 86, no. 4, 2016, pp. 465–91. Wiley Online Library, doi.org/10.1111/soin.12127.
- Klappholz, Solomon. “A Sign of Things to Come in Software Development? Mark Zuckerberg Says AI Will Be Doing the Work of Mid-Level Engineers This Year – and He’s Not the Only Big Tech Exec Predicting the End of the Profession.” ITPro, 20 Jan. 2025, www.itpro.com/software/development/a-sign-of-things-to-come-in-software-development-mark-zuckerberg-says-ai-will-be-doing-the-work-of-mid-level-engineers-this-year-and-hes-not-the-only-big-tech-exec-predicting-the-end-of-the-profession.
- Lockhart, Angus, and Viet Vu. Canada’s Got Tech Talent | Chapter 2. With Nina Rafeek Dow et al., Toronto Metropolitan University, 20 June 2024, dais.ca/reports/canadas-got-tech-talent-chapter-2/.
- Maffie, Michael David, and Hector Hurtado. “The Enshittification of Work: Platform Decay and Labour Conditions in the Gig Economy.” British Journal of Industrial Relations, Early View, 2025. Wiley Online Library, doi.org/10.1111/bjir.70004.
- Marx, Karl. Capital Volume 1: A Critique of Political Economy. Penguin Classics, 1992.
- Matsuda, Mari J. “Beside My Sister, Facing the Enemy: Legal Theory out of Coalition.” Stanford Law Review, vol. 43, no. 6, 1991, pp. 1183–92. JSTOR, doi.org/10.2307/1229035.
- McCall, Leslie. “The Complexity of Intersectionality.” Signs: Journal of Women in Culture and Society, vol. 30, no. 3, Mar. 2005, pp. 1771–800. Crossref, doi.org/10.1086/426800.
- McCosker, Anthony, and Esther Milne. “Coding Labour.” Cultural Studies Review, vol. 20, no. 1, 2014, pp. 4–29.
- Mejeur, Cody, et al. “Feminist and Furious: Diversity Work(Ers) Against Game Studies of Empire.” Games and Culture [Los Angeles, CA], vol. 16, no. 3, 2021, pp. 342–56. torontomu.primo.exlibrisgroup.com, doi.org/10.1177/1555412020963833.
- Miltner, Kate M. “Everything Old Is New Again: A Comparison of Midcentury American EDP Schools and Contemporary Coding Bootcamps.” Information & Culture, vol. 57, no. 3, Nov. 2022, pp. 255–82. utexaspressjournals.org (Atypon), doi.org/10.7560/IC57302.
- Miriti, Maria N. “The Elephant in the Room: Race and STEM Diversity.” BioScience, vol. 70, no. 3, Mar. 2020, pp. 237–42. Silverchair, doi.org/10.1093/biosci/biz167.
- Möllers, Norma. “We Have Never Not Been Fascist: Infrastructures of State Violence as Technofascist Laboratories.” Dialogues on Digital Society, Advance online publication, Sept. 2025. SAGE Journals, doi.org/10.1177/29768640251377169.
- Morozov, Evgeny. To Save Everything, Click Here: The Folly of Technological Solutionism. PublicAffairs, 2013.
- Murphy, Alex, et al. “Examining Unequal Gender Distribution in Software Engineering.” Systems, Software and Services Process Improvement, edited by Alastair Walker et al., vol. 1060, Springer International Publishing, 2019, pp. 659–71. Springer Link, doi.org/10.1007/978-3-030-28005-5_51.
- Niebler, Valentin. “What Is a Tech Worker, Really?: On the meanings and meaning-making of a term” Work Organisation, Labour & Globalisation, vol. 19, no. 1, 2025, pp. 14–30.
- Noble, Safiya Umoja. Algorithms of Oppression: How Search Engines Reinforce Racism. NYU Press, 2018.
- Noon, Mike. “Pointless Diversity Training: Unconscious Bias, New Racism and Agency.” Work, Employment and Society, vol. 32, no. 1, Feb. 2018, pp. 198–209. SAGE Journals, doi.org/10.1177/0950017017719841.
- Papadantonakis, Max. Canaries in the Code Mine: Precarity and the Future of Tech Work. Temple UP, 2025. Google Scholar, books.google.ca/books?hl=en&lr=&id=96xWEQAAQBAJ&oi=fnd&pg=PR7&dq=software+development+precarity+&ots=6pzy_evG-o&sig=z56TeP-wuYI5NQcETr_0P8i6leM.
- Perkel, Sarah. “Microsoft CTO Breaks down How He Sees Software Developer Jobs Evolving in the next 5 Years.” Business Insider, 3 Apr. 2025, www.businessinsider.com/microsoft-cto-ai-generated-code-software-developer-job-change-2025-4.
- Pouliot, Chloé. “Le studio Frima met à pied près de 40 employés.” Le Soleil, 1 Apr. 2025, www.lesoleil.com/affaires/affaires-locales/2025/04/01/le-studio-frima-met-a-pied-pres-de-40-employes-5LM2B5ZBNJF5ZEMMJG2S7HQITY/.
- Precarity Lab. Technoprecarious. Goldsmiths Press, 2020.
- “Profits before People? Activist and Business Ethics Expert on Pride Toronto Sponsorship Losses.” Toronto Metropolitan University (TMU), www.torontomu.ca/news-events/news/2025/06/activist-and-business-ethics-expert-on-pride-toronto-sponsorship-losses/. Accessed 23 June 2025. Accessed 23 June 2025.
- Rabosto, Andrés, and Mariano Zukerfeld. “Precarity, Precariousness and Software Workers: Wages, Unions and Subjectivity in the Argentinian Software and Information Services Sector.” Work Organisation, Labour and Globalisation, vol. 11, no. 1, Apr. 2017, pp. 87–102. Crossref, doi.org/10.13169/workorgalaboglob.11.1.0087.
- Rea, Ashley. “Coding Equity: Social Justice and Computer Programming Literacy Education.” IEEE Transactions on Professional Communication, vol. 65, no. 1, 2022, pp. 87–103. torontomu.primo.exlibrisgroup.com, doi.org/10.1109/TPC.2022.3143965.
- Resmini, Marina. “The ‘Leaky Pipeline’”. Chemistry : A European Journal [Germany], vol. 22, no. 11, 2016, pp. 3533–34. torontomu.primo.exlibrisgroup.com, doi.org/10.1002/chem.201600292.
- Roberts, Sarah T. “Your AI Is a Human.” Your Computer Is on Fire, edited by Thomas S. Mullaney et al., The MIT Press, 2021, pp. 51–70.
- Roose, Kevin, and Casey Newton. The A.I. Jobpocalypse, Building at Anthropic with Mike Krieger and Hard Fork Crimes Division. www.nytimes.com/2025/05/30/podcasts/hardfork-ai-jobpocalypse.html. Accessed 10 June 2025.
- Saffie-Robertson, Ma. Carolina. “It’s Not You, It’s Me: An Exploration of Mentoring Experiences for Women in STEM.” Sex Roles [New York], vol. 83, nos. 9–10, 2020, pp. 566–79. torontomu.primo.exlibrisgroup.com, doi.org/10.1007/s11199-020-01129-x.
- Salvagni, Julice, et al. “Gendering Platform Co-Operativism: The Rise of Women-Owned Rider Co-Operatives in Brazil and Spain.” Gender and Development [Abingdon], vol. 30, no. 3, 2022, pp. 707–24. torontomu.primo.exlibrisgroup.com, doi.org/10.1080/13552074.2022.2131254.
- Sharma, Lalit. “Assessing the ‘Entrepreneurship as Emancipation’ Perspective among Women in STEM.” Management Decision [London], vol. 60, no. 6, 2022, pp. 1585–605. torontomu.primo.exlibrisgroup.com, doi.org/10.1108/MD-06-2020-0696.
- Shestakofsky, Benjamin. “The Labor of Assetization: Producing ‘Hypergrowth’ inside a Tech Startup.” Socio-Economic Review, vol. 23, no. 1, Jan. 2025, pp. 445–68. Silverchair, doi.org/10.1093/ser/mwae057.
- Standing, Guy. The Precariat: The New Dangerous Class. Trade Paperback Edition, Bloomsbury Publishing Plc, 2011, p. ix. Bloomsbury Revelations. torontomu.primo.exlibrisgroup.com, doi.org/10.5040/9781849664554.
- Stinson, Catherine, and Sofie Vlaad. “A Feeling for the Algorithm: Diversity, Expertise, and Artificial Intelligence.” Big Data & Society, vol. 11, no. 1, Mar. 2024, p. 20539517231224247. SAGE Journals, doi.org/10.1177/20539517231224247.
- TAP Network. Diversity in Tech Dashboard. 2024, tapnetwork.ca/news/canadian-tech-makes-uneven-progress-on-diversity-tap-network-reports.
- Tarnoff, Ben. “The Making of the Tech Worker Movement.” Logic(s) Magazine, 4 May 2020, logicmag.io/the-making-of-the-tech-worker-movement/full-text/.
- Tarnoff, Ben, and Moira Weigel. Voices from the Valley: Tech Workers Talk About What They Do--and How They Do It. FSG Originals, 2020.
- Twine, France Winddance. “Whiteness as a Form of Geek Capital in Silicon Valley.” The Routledge International Handbook of New Critical Race and Whiteness Studies, Routledge, 2023.
- Varma, R., and H. Hahn. “Gender and the Pipeline Metaphor in Computing.” European Journal of Engineering Education [Abingdon], vol. 33, no. 1, 2008, pp. 3–11. torontomu.primo.exlibrisgroup.com, doi.org/10.1080/03043790701745936.
- Vitores, Anna, and Adriana Gil-Juárez. “The Trouble with ‘Women in Computing’: A Critical Examination of the Deployment of Research on the Gender Gap in Computer Science.” Journal of Gender Studies [Abingdon], vol. 25, no. 6, 2016, pp. 666–80. torontomu.primo.exlibrisgroup.com, doi.org/10.1080/09589236.2015.1087309.
- Winter, M. “Gender and the Future of Work in the Affective and Agile Economies.” The Handbook for the Future of Work, Routledge, 2024.
- World Economic Forum. The Future of Jobs Report 2025. World Economic Forum, Jan. 2025, p. 290, www.weforum.org/publications/the-future-of-jobs-report-2025/.
- Yanez-Leyton, Cassandra. Is Quebec’s VFX Industry in Danger? New Graduates and Veterans Say There’s No Work. 13 Aug. 2024, www.cbc.ca/news/canada/montreal/quebec-vfx-industry-rise-and-decline-1.7279641.
- Yuval-Davis, Nira. “Intersectionality and Feminist Politics.” European Journal of Women’s Studies, vol. 13, no. 3, Aug. 2006, pp. 193–209. Crossref, doi.org/10.1177/1350506806065752.
- Zeff, Maxwell. “Microsoft CEO Says up to 30% of the Company’s Code Was Written by AI.” TechCrunch, 30 Apr. 2025, techcrunch.com/2025/04/29/microsoft-ceo-says-up-to-30-of-the-companys-code-was-written-by-ai/.

