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参考文献

本书十章的文献按章分列。全部来源均为公开文献,可自行核对;本书新写的导论、枢纽章导入与推广、合章、结语与附录不引入新的外部文献,其所用的量与关系式均在正文中定义。

第一章 · 两种「不」

· Acemoglu, D. (2025). The simple macroeconomics of AI. Economic Policy, 40(121), 13– 58. https://doi.org/10.1093/epolic/eiae042

· Becker, J., Rush, N., Barnes, B., & Rein, D. (2025). Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity. METR. arXiv:2507.09089. https:// arxiv.org/abs/2507.09089

· METR (2026). We are changing our developer productivity experiment design. https:// metr.org/blog/2026-02-24-uplift-update/

· Lopes, D. M. (2018). Being for Beauty: Aesthetic Agency and Value. Oxford University Press

· Will AI Produce Works of Extraordinary Aesthetic Value? (2026). The Journal of Aesthetics and Art Criticism, advance article. https://doi.org/10.1093/jaac/kpag009

· Dickie, G. (1974). Art and the Aesthetic: An Institutional Analysis. Cornell University Press

· Geertz, C. (1963). Agricultural Involution: The Processes of Ecological Change in Indonesia. University of California Press

· Sims, C. A. (2003). Implications of rational inattention. Journal of Monetary Economics, 50(3), 665–690

· Baumol, W. J., & Bowen, W. G. (1966). Performing Arts: The Economic Dilemma. Twentieth Century Fund

· Spence, M. (1973). Job market signaling. The Quarterly Journal of Economics, 87(3), 355– 374

· Roth, A. E., & Xing, X. (1997). Turnaround time and bottlenecks in market clearing. Journal of Political Economy, 105(2), 284–329

· Coles, P., Cawley, J., Levine, P. B., Niederle, M., Roth, A. E., & Siegfried, J. J. (2010). The job market for new economists: A market design perspective. Journal of Economic Perspectives, 24(4), 187–206

· Goldratt, E. M., & Cox, J. (1984). The Goal: A Process of Ongoing Improvement. North River Press

· Simon, H. A. (1971). Designing organizations for an information-rich world. In M. Greenberger (Ed.), Computers, Communications, and the Public Interest. Johns Hopkins Press. 两种「不」

· Forsgren, N., Humble, J., & Kim, G. (2018). Accelerate: The Science of Lean Software and DevOps. IT Revolution Press

· More Versus Better: Artificial Intelligence, Incentives, and the Emerging Crisis in Peer Review (2026). Organization Science, 37(3), editorial. https://pubsonline.informs.org/doi/ 10.1287/orsc.2026.ed.v37.n3

· Li, X., Song, Z., & Zhang, J. (2025). Accept More, Reject Less: Reducing up to 19% Unnecessary Desk-Rejections over 11 Years of ICLR Data. arXiv:2506.20141. https:// arxiv.org/abs/2506.20141

· Clarke, N. (2025). How "AI" submissions have changed our submissions process. https:// neil-clarke.com/how-ai-submissions-have-changed-our-submissions-process/

· Is Growth Always Good News? 2026 Article Submission Surges (2026). The Scholarly Kitchen. https://scholarlykitchen.sspnet.org/2026/05/13/guest-post-is-growth-always- good-news-2026-article-submission-surges/

· Recruiters are "drinking through a fire hose" of job applications (2025). CNBC. https:// www.cnbc.com/2025/10/29/recruiters-are-drinking-through-a-fire-hose-of-jobapplications-experts-say.html 本文由三个分属不同学科、且互相冲突的理论体系碰撞而成。 全部来源均为站外公开文献,可自行核对。 + Claude · 作者:王德生

第二章 · 被丢掉的那一眼

· Tullock, G. (1980). Efficient Rent Seeking. In J. Buchanan, R. Tollison & G. Tullock (eds.), Toward a Theory of the Rent-Seeking Society. Texas A&M University Press

· Dechenaux, E., Kovenock, D. & Sheremeta, R. (2015). A Survey of Experimental Research on Contests, All-Pay Auctions and Tournaments. Experimental Economics, 18(4), 609– 669

· Dickson, A., MacKenzie, I. A. & Sekeris, P. G. (2022). Rent Dissipation in Simple Tullock Contests. Games, 13(6), 83. https://doi.org/10.3390/g13060083

· Groys, B. (1992/2014). Über das Neue / On the New. Verso

· Groys, B. (2000). Under Suspicion: A Phenomenology of the Media. Columbia University Press

· Doshi, A. R. & Hauser, O. P. (2024). Generative AI Enhances Individual Creativity but Reduces the Collective Diversity of Novel Content. Science Advances, 10(28), eadn5290. 被丢掉的那一眼

· Goldratt, E. M. & Cox, J. (1984). The Goal: A Process of Ongoing Improvement. North River Press

· Goldratt, E. M. (1990). Theory of Constraints. North River Press

· DORA / Google Cloud (2025). State of AI-assisted Software Development

· Geertz, C. (1963). Agricultural Involution: The Processes of Ecological Change in Indonesia. University of California Press

· Collins, R. (1979/2019). The Credential Society: An Historical Sociology of Education and Stratification. Columbia University Press

· Hirsch, F. (1976). Social Limits to Growth. Harvard University Press

· Frank, R. H. & Cook, P. J. (1995). The Winner-Take-All Society. Free Press

· Van Valen, L. (1973). A New Evolutionary Law. Evolutionary Theory, 1, 1–30

· Jevons, W. S. (1865). The Coal Question. Macmillan

· Simon, H. A. (1971). Designing Organizations for an Information-Rich World. In M. Greenberger (ed.), Computers, Communications, and the Public Interest. Johns Hopkins Press

· Akerlof, G. A. (1970). The Market for "Lemons": Quality Uncertainty and the Market Mechanism. Quarterly Journal of Economics, 84(3), 488–500

· Spence, M. (1973). Job Market Signaling. Quarterly Journal of Economics, 87(3), 355–374

· Merton, R. K. (1940). Bureaucratic Structure and Personality. Social Forces, 18(4), 560– 568

· Pigou, A. C. (1920). The Economics of Welfare. Macmillan

· Coase, R. H. (1960). The Problem of Social Cost. Journal of Law and Economics, 3, 1–44

· Kleinberg, J. & Raghavan, M. (2021). Algorithmic Monoculture and Social Welfare. PNAS, 118(22), e2018340118

· Shumailov, I., Shumaylov, Z., Zhao, Y., Papernot, N., Anderson, R. & Gal, Y. (2024). AI Models Collapse When Trained on Recursively Generated Data. Nature, 631, 755–759

· Levinthal, D. A. & March, J. G. (1993). The Myopia of Learning. Strategic Management Journal, 14(S2), 95–112

· Stelmakh, I., Shah, N. B. & Singh, A. (2021). Prior and Prejudice: The Novice Reviewers' Bias against Resubmissions in Conference Peer Review. Proceedings of the ACM on Human-Computer Interaction, 5(CSCW1)

· Greenhouse (2025). AI in Hiring Report

· Organization Science AI Task Force (2026). More Versus Better: Artificial Intelligence, Incentives, and the Emerging Crisis in Peer Review. Organization Science, 37(3). 被丢掉的那一眼 本文由三个分属不同学科、且互相冲突的理论体系碰撞而成。 全部来源均为站外公开文献,可自行核对。 作者:王德生 + Claude ·

第三章 · 这道关拦下过谁

· Akerlof, G. A. (1970). The Market for "Lemons": Quality Uncertainty and the Market Mechanism. Quarterly Journal of Economics, 84(3), 488–500

· Rein, D. (2025). Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity. METR. arXiv:2507.09089

· Syverson, C. (2021). The Productivity J-Curve: How Intangibles Complement General Purpose Technologies. American Economic Journal: Macroeconomics, 13(1), 333–372

· Campbell, D. T. (1979). Assessing the Impact of Planned Social Change. Evaluation and Program Planning, 2(1), 67–90. 这道关拦下过谁

· Collins, R. (1979). The Credential Society: An Historical Sociology of Education and Stratification. Academic Press. DORA / Google Cloud (2025). State of AI-assisted Software Development. (2024 年版为 Accelerate State of DevOps Report 2024。)

· Geertz, C. (1963). Agricultural Involution: The Processes of Ecological Change in Indonesia. University of California Press

· Goodhart, C. A. E. (1975). Problems of Monetary Management: The U.K. Experience. In Papers in Monetary Economics, Reserve Bank of Australia

· Barton, D. (1992). Core Capabilities and Core Rigidities. Strategic Management Journal, 13(S1), 111–125

· March, J. G. (1993). The Myopia of Learning. Strategic Management Journal, 14(S2), 95–112

· Lopes, D. M. (2014). Beyond Art. Oxford University Press

· Lopes, D. M. (2026). AI Art and Artists: What They Are, What They Could Be, What They Should Be. The Journal of Aesthetics and Art Criticism. doi:10.1093/jaac/kpag001

· Novick, M. R. (1968). Statistical Theories of Mental Test Scores. Addison-Wesley

· Merton, R. K. (1940). Bureaucratic Structure and Personality. Social Forces, 18(4), 560–568

· Nguyen, C. T. (2024). Value Capture. Journal of Ethics and Social Philosophy, 27(3). doi:10.26556/ jesp.v27i3.3048

· Selznick, P. (1949). TVA and the Grass Roots. University of California Press

· Simon, H. A. (1971). Designing Organizations for an Information-Rich World. In M. Greenberger (ed.), Computers, Communications, and the Public Interest. Johns Hopkins University Press

· Spence, M. (1973). Job Market Signaling. Quarterly Journal of Economics, 87(3), 355–374. 投稿量与投递量数据:领英二〇二五年投递量同比增长四成五(经《纽约时报》报道并由多家媒体转载);AAAI 2026 初投稿超过三万份,2025 年约一万五千份(见 AI 辅助评审试点报告,arXiv:2604.13940); Organization Science 编辑部对 2022 年 1 月至 2023 年 11 月与 2024 年 1 月至 2025 年 11 月两段投稿量的 对比(见该刊 2026 年编辑部文章,doi:10.1287/orsc.2026.ed.v37.n3)。 本文由三个分属不同学科、且互相冲突的理论体系碰撞而成。 全部来源均为站外公开文献,可自行核对。 + Claude · 作者:王德生

第四章 · 认领物

· Acemoglu, D. The Simple Macroeconomics of AI. NBER Working Paper No. 32487. https:// www.nber.org/system/files/working_papers/w32487/w32487.pdf 2. Some Simple Economics of AGI. arXiv:2602.20946. https://arxiv.org/pdf/2602.20946 3. AI, Productivity, and Labor Markets: A Review of the Empirical Evidence. International Center for Law & Economics. https://laweconcenter.org/ resources/ai-productivity-and-labor-markets-a-review-of-the-empirical-evidence/ 4. Could AI Replace Human Art Experts in Attributing Paintings? Aeon Essays. https://aeon.co/essays/could-aireplace-human-art-experts-in-attributing-paintings 5. Content Authenticities: A Discussion on the Values of Provenance Data for Creatives and Their Audiences. Proceedings of the 2025 Conference on Creativity and Cognition. https://dl.acm.org/doi/10.1145/3698061.3726918 6. C2PA for Creators & Artists: Proving Your Work Is Yours. https://c2pa.ai/for-creators 7. Artificial Intelligence and Art Authentication. Hephaestus Analytical. https://www.hephaestusanalytical.com/blog/artificialintelligence-and-the-detection-of-forgery-in-art-authentication 8. Debt Behind the AI Boom: A Large-Scale Empirical Study of AI-Generated Code in the Wild. arXiv:2603.28592. https://arxiv.org/ html/2603.28592v2 9. How AI Generated Code Compounds Technical Debt. LeadDev. https:// leaddev.com/technical-direction/how-ai-generated-code-accelerates-technical-debt 10. AI Coding Has a Trust Problem: Sonar Data Shows Verification Lagging Far Behind Adoption. TFiR. https:// tfir.io/ai-coding-has-a-trust-problem-sonar-data-shows-verification-lagging-far-behind-adoption/ 11. Verification Debt: The Hidden Quality Cost of AI-Generated Code. https://techintelix.com/ verification-debt/ 12. More Code, Less Reuse: Investigating Code Quality and Reviewer Sentiment towards AI-generated Pull Requests. arXiv:2601.21276. https://arxiv.org/pdf/2601.21276 13

· Spence, M. Job Market Signaling. Quarterly Journal of Economics, 87(3), 1973. 14

· Coase, R. The Nature of the Firm. Economica, 4(16), 1937;

· Williamson, O. Markets and Hierarchies. Free Press, 1975. 15

· Hochschild, A. R. The Managed Heart: Commercialization of Human Feeling. University of California Press, 1983. 16

· March, J. G. The Myopia of Learning. Strategic Management Journal, 14(S2), 1993;

· Miller, D. The Icarus Paradox. HarperBusiness, 1990;

· Barton, D. Core Capabilities and Core Rigidities. Strategic Management Journal, 13(S1), 1992;

· Geertz, C. Agricultural Involution. University of California Press, 1963. 17. 荷兰伦勃朗研究项 目(Rembrandt Research Project, 1968–2011)及其成果《伦勃朗绘画全集》(A Corpus of Rembrandt Paintings, Vols. I–VI)。 18. United Nations et al. System of National Accounts.(关于生产边界与非 市场生产的处理) 认领物 本文由三个分属不同学科、且互相冲突的理论体系碰撞而成。 全部来源均为站外公开文献,可自行核对。 + Claude · 作者:王德生

第五章 · 认不出来,就得自己交代

· 达龙·阿西莫格鲁、帕斯夸尔·雷斯特雷波:《任务、自动化与美国工资不平等的上升》,《计量经济学》第 90 卷 第 5 期,2022 年。https://doi.org/10.3982/ECTA19815

· 达龙·阿西莫格鲁:《人工智能之害》,美国国家经济研究局工作论文第 29247 号,2021 年。https:// www.nber.org/papers/w29247

· 戴维·奥托、卡罗琳·秦、安娜·萨洛蒙斯、布赖恩·西格米勒:《新的前沿:新工作的起源与内容,1940—2018》, 《经济学季刊》第 139 卷第 3 期,2024 年。https://doi.org/10.1093/qje/qjae008

· 齐格·爱泼斯坦、亚伦·赫兹曼等:《艺术与生成式人工智能的科学》,《科学》第 380 卷第 6650 期,2023 年,第 1110—1111 页。https://doi.org/10.1126/science.adh4451

· 亚伦·赫兹曼:《计算机能创作艺术吗?》,《艺术》第 7 卷第 2 期,2018 年。https://doi.org/10.3390/ arts7020018

· 艾哈迈德·埃尔加马尔等:《创造性对抗网络》,国际计算创造力大会,2017 年。https://arxiv.org/abs/ 1706.07068

· 梅尔文·康威:《委员会如何发明?》,《数据化》,1968 年。https://www.melconway.com/Home/ Committees_Paper.html 艾伦·麦考马克、卡莉斯·鲍德温、约翰·鲁斯纳克:《探索产品架构与组织架构的对偶性》,《研究政策》第 41 卷 第 8 期,2012 年。https://doi.org/10.1016/j.respol.2011.11.005

· 戴维·斯卡利等:《机器学习系统中隐藏的技术债》,神经信息处理系统大会,2015 年。https://papers.nips.cc/ paper_files/paper/2015/hash/86df7dcfd896fcaf2674f757a2463eba-Abstract.html 坦尼娅·雷利:《当胶水》,2019 年。https://noidea.dog/glue 认不出来,就得自己交代 迈克尔·斯彭斯:《求职市场信号》,《经济学季刊》第 87 卷第 3 期,1973 年。https://doi.org/ 10.2307/1882010

· 乔治·阿克洛夫:《柠檬市场:质量的不确定性与市场机制》,《经济学季刊》第 84 卷第 3 期,1970 年。https:// doi.org/10.2307/1879431

· 戈登·图洛克:《高效的寻租》,载《寻租社会的理论》,得克萨斯农工大学出版社,1980 年。

· 克利福德·格尔茨:《农业内卷化:印度尼西亚的生态变迁过程》,加利福尼亚大学出版社,1963 年。

· 赫伯特·西蒙:《为信息丰富的世界设计组织》,载《计算机、通信与公共利益》,约翰斯·霍普金斯大学出版社, 1971 年。https://digitalcollections.library.cmu.edu/node/31491

· 罗伯特·默顿:《官僚结构与人格》,《社会力量》第 18 卷第 4 期,1940 年。https://doi.org/10.2307/2570634

· 丹尼尔·列文塔尔、詹姆斯·马奇:《学习的近视》,《战略管理杂志》第 14 卷增刊,1993 年。https://doi.org/ 10.1002/smj.4250141009

· 丹尼·米勒:《伊卡洛斯悖论:卓越的公司如何把成功变成失败》,哈珀商业出版社,1990 年。

· 兰德尔·柯林斯:《文凭社会:教育与分层的历史社会学》,学术出版社,1979 年。

· 詹姆斯·斯科特:《国家的视角:那些试图改善人类状况的项目是如何失败的》,耶鲁大学出版社,1998 年。

· 查尔斯·古德哈特:《英国货币经验中的货币关系》,载英格兰银行论文集,1975 年;唐纳德·坎贝尔:《评估计划 性社会变革的影响》,《评估与项目规划》第 2 卷第 1 期,1979 年。https://doi.org/ 10.1016/0149-7189(79)90048-X 人机分工声明 选题、三个学科的指定与最终定稿由王德生负责。文献检索、冲突定位、框架构建、写作与自检由 Claude 执行。 所有对外来源均给出可直接点开核对的地址;文中不报告任何虚构的经验数据。

· 本文由三个分属不同学科、且互相冲突的理论体系碰撞而成。 全部来源均为站外公开文献,可自行核对。 + Claude · 作者:王德生

第六章 · 第一个读数之前

· Akhtar, M. et al. (2026). When AI Benchmarks Plateau: A Systematic Study of Benchmark Saturation. arXiv:2602.16763

· Auslander, P. (2023). Liveness: Performance in a Mediatized Culture, 3rd edition. Routledge

· Auslander, P. (2012). Digital Liveness: A Historico-Philosophical Perspective. PAJ: A Journal of Performance and Art, 34(3), 3–11

· Bean, A. et al. (2025). 对 445 篇基准论文的系统检查(不确定性估计与统计检验的使用比例)。

· Webb, M. (2020). Are Ideas Getting Harder to Find? American Economic Review, 110(4), 1104–1144. doi:10.1257/aer.20180338

· Liang, P. et al. (2023). Holistic Evaluation of Language Models. Transactions on Machine Learning Research

· Eriksson, M. et al. (2025). Can We Trust AI Benchmarks? European Commission Joint Research Centre

· Feyerabend, P. (1975). Against Method. New Left Books

· Flammini, A. (2015). Defining and Identifying Sleeping Beauties in Science. PNAS, 112(24), 7426–7431

· Kuhn, T. S. (1962). The Structure of Scientific Revolutions. University of Chicago Press

· Barton, D. (1992). Core Capabilities and Core Rigidities. Strategic Management Journal, 13(S1), 111–125

· March, J. G. (1993). The Myopia of Learning. Strategic Management Journal, 14(S2), 95–112

· March, J. G. (1991). Exploration and Exploitation in Organizational Learning. Organization Science, 2(1), 71–87

· Merton, R. K. (1968). The Matthew Effect in Science. Science, 159(3810), 56–63

· Phelan, P. (1993). Unmarked: The Politics of Performance. Routledge

· Salaudeen, O. et al. (2025). 关于基准构建的原则性框架与构念效度。

· Simon, H. A. (1971). Designing Organizations for an Information-Rich World. In M. Greenberger (ed.), Computers, Communications, and the Public Interest. Johns Hopkins University Press. 技术就绪度等级(Technology Readiness Levels):NASA 与欧盟研究框架计划所采用的九级量表。 本文由三个分属不同学科、且互相冲突的理论体系碰撞而成。 全部来源均为站外公开文献,可自行核对。 + Claude · 作者:王德生

第七章 · 一件是几件

· Griliches, Z. (1961). Hedonic Price Indexes for Automobiles: An Econometric Analysis of Quality Change. In The Price Statistics of the Federal Government. NBER

· Advisory Commission to Study the Consumer Price Index (1996). Toward a More Accurate Measure of the Cost of Living (the Boskin Report). U.S. Senate Finance Committee

· Hausman, J. (2003). Sources of Bias and Solutions to Bias in the Consumer Price Index. Journal of Economic Perspectives, 17(1), 23–44

· Diewert, W. E. (1976). Exact and Superlative Index Numbers. Journal of Econometrics, 4(2), 115–145

· Irvin, S. (2005). The Artist's Sanction in Contemporary Art. Journal of Aesthetics and Art Criticism, 63(4), 315–326

· Irvin, S. (2022). Immaterial: Rules in Contemporary Art. Oxford University Press

· Rohrbaugh, G. (2003). Artworks as Historical Individuals. European Journal of Philosophy, 11(2), 177–205

· Goodman, N. (1968). Languages of Art. Bobbs-Merrill

· Reinertsen, D. G. (2009). The Principles of Product Development Flow: Second Generation Lean Product Development. Celeritas

· Goldratt, E. M. & Cox, J. (1984). The Goal. North River Press

· Baldwin, C. Y. & Clark, K. B. (2000). Design Rules, Volume 1: The Power of Modularity. MIT Press

· Coase, R. H. (1937). The Nature of the Firm. Economica, 4(16), 386–405

· Williamson, O. E. (1985). The Economic Institutions of Capitalism. Free Press

· Geertz, C. (1963). Agricultural Involution. University of California Press

· Campbell, D. T. (1979). Assessing the Impact of Planned Social Change. Evaluation and Program Planning, 2(1), 67–90

· Levinthal, D. A. & March, J. G. (1993). The Myopia of Learning. Strategic Management Journal, 14(S2), 95–112

· Leonard-Barton, D. (1992). Core Capabilities and Core Rigidities. Strategic Management Journal, 13(S1), 111–125

· Broad, W. J. (1981). The Publishing Game: Getting More for Less. Science, 211(4487), 1137–1139. 一件是几件

· Šupak Smolčić, V. (2013). Salami Publication: Definitions and Examples. Biochemia Medica, 23(3), 237–241

· Shaib, C., Barrow, J., Sun, J., Siu, A. F., Wallace, B. C. & Nenkova, A. (2024). Standardizing the Measurement of Text Diversity: A Tool and a Comparative Analysis of Scores. arXiv: 2403.00553

· Shaib, C., Elazar, Y., Li, J. J. & Wallace, B. C. (2024). Detection and Measurement of Syntactic Templates in Generated Text. arXiv:2407.00211

· Doshi, A. R. & Hauser, O. P. (2024). Generative AI Enhances Individual Creativity but Reduces the Collective Diversity of Novel Content. Science Advances, 10(28), eadn5290

· Martínez, C. (2011). Patent Families: When Do Different Definitions Really Matter? Scientometrics, 86(1), 39–63

· OECD (2009). OECD Patent Statistics Manual. OECD Publishing. 本文由三个分属不同学科、且互相冲突的理论体系碰撞而成。 全部来源均为站外公开文献,可自行核对。 + Claude · 作者:王德生

第八章 · 未分之别

· Rosen, S. (1981). Rank-Order Tournaments as Optimum Labor Contracts. Journal of Political Economy, 89(5), 841–864. https://www.journals.uchicago.edu/doi/10.1086/261010 2. Tournament-Based Performance Evaluation and Systematic Misallocation: Why Forced Ranking Systems Produce Random Outcomes. arXiv:2512.06583. https://arxiv.org/html/2512.06583 3. Hope, Signals, and Silicon: A Game-Theoretic Model of the Pre-Doctoral Academic Labor Market in the Age of AI. arXiv:2511.00068. https://arxiv.org/pdf/2511.00068 4. Artism: AI-Driven Dual-Engine System for Art Generation and Critique. arXiv:2512.15710. https://arxiv.org/pdf/2512.15710 5. Tracing Generative AI in Digital Art: A Longitudinal Study of Chinese Painters' Attitudes, Practices, and Identity Negotiation. arXiv:2511.03117. https://arxiv.org/pdf/2511.03117 6

· Ashby, W. R. (1956). An Introduction to Cybernetics. Chapman & Hall;及

· Ashby, W. R. (1958). Requisite Variety and its Implications for the Control of Complex Systems. Cybernetica, 1(2), 83–99. 7

· Naughton, J. Ross Ashby's Law of Requisite Variety. Edge. https://www.edge.org/response-detail/27150 8. Virtualizing RAN: Science, Strategy, and Architecture of Software-Defined Mobile Networks. arXiv:2506.09878. https://arxiv.org/pdf/2506.09878 9

· Geertz, C. (1963). Agricultural Involution: The Processes of Ecological Change in Indonesia. University of California Press. 10

· March, J. G. (1991). Exploration and Exploitation in Organizational Learning. Organization Science, 2(1), 71–87. 11

· Kuhn, T. S. (1962). The Structure of Scientific Revolutions. University of Chicago Press. 12

· Scott, J. C. (1998). Seeing Like a State: How Certain Schemes to Improve the Human Condition Have Failed. Yale University Press. 13

· Argyris, C., & Schön, D. A. (1978). Organizational Learning: A Theory of Action Perspective. Addison-Wesley. 14

· Weaver, W. (1949). The Mathematical Theory of Communication. University of Illinois Press.(量化与信道容量,本文第十二节其六所对照的 形式层邻居) 未分之别 本文由三个分属不同学科、且互相冲突的理论体系碰撞而成。 全部来源均为站外公开文献,可自行核对。 + Claude · 作者:王德生

第九章 · 那一段谁走的

· Bastani, H., Bastani, O., Sungu, A., Ge, H., Kabakcı, Ö., & Mariman, R. Generative AI Without Guardrails Can Harm Learning: Evidence from High School Mathematics. Proceedings of the National Academy of Sciences, 122(26), e2422633122, 2025.(2025 年 8 月更正见同刊 122(34), e2518204122)https://doi.org/10.1073/pnas.2422633122

· Brynjolfsson, E., Chandar, B., & Chen, R. Canaries in the Coal Mine? Six Facts about the Recent Employment Effects of Artificial Intelligence. Stanford Digital Economy Lab Working Paper, 那一段谁走的 August 2025(November 2025 与 February 2026 两次更新). https://digitaleconomy.stanford.edu/ publication/canaries-in-the-coal-mine-six-facts-about-the-recent-employment-effects-of-artificialintelligence/

· Biesta, G. Good Education in an Age of Measurement: Ethics, Politics, Democracy. Paradigm Publishers, 2010

· Biesta, G. World-Centred Education: A View for the Present. Routledge, 2022

· Generative AI and the Irreducible Role of Teachers as Callers into Subjectness: A Placebo–Nocebo– Treatment Framework. Studies in Philosophy and Education, 2026. https://doi.org/10.1007/ s11217-026-10051-w

· Biesta's World-Centred Education: Subjectification Revisited? Journal of Philosophy of Education, 59(2), 274–289, 2025. https://doi.org/10.1093/jopedu/qhae057

· Bainbridge, L. Ironies of Automation. Automatica, 19(6), 775–779, 1983

· Bjork, R. A. Memory and Metamemory Considerations in the Training of Human Beings. In J. Metcalfe & A. Shimamura (eds.), Metacognition: Knowing about Knowing. MIT Press, 1994

· Kalyuga, S., Ayres, P., Chandler, P., & Sweller, J. The Expertise Reversal Effect. Educational Psychologist, 38(1), 23–31, 2003

· Braverman, H. Labor and Monopoly Capital: The Degradation of Work in the Twentieth Century. Monthly Review Press, 1974

· Leonard-Barton, D. Core Capabilities and Core Rigidities. Strategic Management Journal, 13(S1), 111–125, 1992

· Levinthal, D. A., & March, J. G. The Myopia of Learning. Strategic Management Journal, 14(S2), 95–112, 1993

· Miller, D. The Icarus Paradox. HarperBusiness, 1990

· Geertz, C. Agricultural Involution: The Processes of Ecological Change in Indonesia. University of California Press, 1963

· Collins, R. The Credential Society: An Historical Sociology of Education and Stratification. Academic Press, 1979

· Spence, M. Job Market Signaling. Quarterly Journal of Economics, 87(3), 355–374, 1973

· Hirsch, F. Social Limits to Growth. Harvard University Press, 1977

· Akerlof, G. A. The Market for "Lemons". Quarterly Journal of Economics, 84(3), 488–500, 1970

· Simon, H. A. Designing Organizations for an Information-Rich World. In M. Greenberger (ed.), Computers, Communications, and the Public Interest. Johns Hopkins Press, 1971

· Lave, J., & Wenger, E. Situated Learning: Legitimate Peripheral Participation. Cambridge University Press, 1991. 那一段谁走的

· Sculley, D., et al. Hidden Technical Debt in Machine Learning Systems. NeurIPS, 2015

· Potential Risks of Generative Artificial Intelligence Integration into K-12 Education: A Scoping Review. Computers and Education: Artificial Intelligence, 2026. https://doi.org/10.1016/j.caeai. 2026.100526

· Iscenko, Z., & Millet, C. Looking for the Ladder: Is AI Impacting Entry-Level Jobs? Economic Innovation Group, January 2026. https://eig.org/wp-content/uploads/2026/01/TAWP-IscenkoMillet.pdf

· Humlum, A., & Vestergaard, E. The Unequal Adoption of ChatGPT Exacerbates Existing Inequalities among Workers. PNAS, 2025

· Fan, Y., Tang, L., Le, H., et al. Beware of Metacognitive Laziness: Effects of Generative Artificial Intelligence on Learning Motivation, Processes, and Performance. British Journal of Educational Technology, 56(2), 489–530, 2025. 本文由三个分属不同学科、且互相冲突的理论体系碰撞而成。 全部来源均为站外公开文献,可自行核对。 + Claude · 作者:王德生

第十章 · 没有人在养它

· 桑福德·格罗斯曼、奥利弗·哈特:《所有权的成本与收益:纵向与横向一体化理论》,《政治经济学杂志》第 94 卷第 4 期,1986 年。https://doi.org/10.1086/261404

· 奥利弗·哈特、约翰·摩尔:《产权与企业的性质》,《政治经济学杂志》第 98 卷第 6 期,1990 年。https:// doi.org/10.1086/261729

· 奥利弗·哈特:《企业、合约与财务结构》,牛津大学出版社,1995 年。

· 阿尔弗雷德·盖尔:《艺术与能动性:一种人类学理论》,牛津大学出版社,1998 年。

· 迈克尔·巴克森德尔:《十五世纪意大利的绘画与经验》,牛津大学出版社,1972 年。

· 彼得·瑙尔:《编程即理论建构》,《微处理与微程序设计》第 15 卷第 5 期,1985 年,第 253—261 页。https:// doi.org/10.1016/0165-6074(85)90032-8

· 梅厄·莱曼:《作为演化实体的程序、生命周期与软件演化定律》,《IEEE 会刊》第 68 卷第 9 期,1980 年。 https://doi.org/10.1109/PROC.1980.11805

· 莉桑娜·班布里奇:《自动化的讽刺》,《自动化》第 19 卷第 6 期,1983 年,第 775—779 页。https://doi.org/ 10.1016/0005-1098(83)90046-8

· 让·莱夫、艾蒂安·温格:《情境学习:正当的边缘性参与》,剑桥大学出版社,1991 年。

· 哈里·柯林斯:《默会知识与显性知识》,芝加哥大学出版社,2010 年。

· 卡里姆·比利莫里亚等:《外科培训中工时弹性的全国性整群随机试验》,《新英格兰医学杂志》第 374 卷第 8 期,2016 年,第 713—727 页。https://doi.org/10.1056/NEJMoa1515724

· 桑吉·德赛等:《内科工时弹性试验中的教育结果》,《新英格兰医学杂志》,2018 年。https://doi.org/10.1056/ NEJMoa1800965

· 美国联邦航空局:《安全警示 13002:手动飞行运行》,2013 年 1 月 4 日。https://www.faa.gov/sites/faa.gov/ files/other_visit/aviation_industry/airline_operators/airline_safety/SAFO13002.pdf 美国联邦航空局:《安全警示 17007:手动飞行运行熟练度》,2017 年 5 月。https://www.faa.gov/sites/ faa.gov/files/other_visit/aviation_industry/airline_operators/airline_safety/SAFO17007.pdf 美国交通部监察长办公室:《加强联邦航空局的监督有助于确保飞行员掌握手动飞行技能》,2016 年 1 月。 https://www.oig.dot.gov/sites/default/files/ FAA%20Flight%20Decek%20Automation_Final%20Report%5E1-7-16.pdf 没有人在养它 多萝西·伦纳德-巴顿:《核心能力与核心刚性》,《战略管理杂志》第 13 卷增刊,1992 年。https://doi.org/ 10.1002/smj.4250131009

· 丹尼尔·列文塔尔、詹姆斯·马奇:《学习的近视》,《战略管理杂志》第 14 卷增刊,1993 年。https://doi.org/ 10.1002/smj.4250141009

· 埃莉诺·奥斯特罗姆:《公共事物的治理之道》,剑桥大学出版社,1990 年。 人机分工声明 选题、三个学科的指定与最终定稿由王德生负责。文献检索、冲突定位、框架构建、写作与自检由 Claude 执行。 所有对外来源均给出可直接点开核对的地址;文中不报告任何虚构的经验数据,两处可核查的政策文件(美国 联邦航空局的两份安全警示与交通部监察长办公室的审计报告)已逐项核对。

· 本文由三个分属不同学科、且互相冲突的理论体系碰撞而成。 全部来源均为站外公开文献,可自行核对。 + Claude · 作者:王德生

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