{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,13]],"date-time":"2026-03-13T15:26:09Z","timestamp":1773415569792,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":61,"publisher":"ACM","license":[{"start":{"date-parts":[[2024,10,17]],"date-time":"2024-10-17T00:00:00Z","timestamp":1729123200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"National Science Foundation","award":["2144860"],"award-info":[{"award-number":["2144860"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2024,10,17]]},"DOI":"10.1145\/3689492.3689816","type":"proceedings-article","created":{"date-parts":[[2024,10,17]],"date-time":"2024-10-17T09:14:04Z","timestamp":1729156444000},"page":"303-315","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":6,"title":["tl;dr: Chill, y\u2019all: AI Will Not Devour SE"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7891-6885","authenticated-orcid":false,"given":"Eunsuk","family":"Kang","sequence":"first","affiliation":[{"name":"Carnegie Mellon University, Pittsburgh, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1337-4557","authenticated-orcid":false,"given":"Mary","family":"Shaw","sequence":"additional","affiliation":[{"name":"Carnegie Mellon University, Pittsburgh, USA"}]}],"member":"320","published-online":{"date-parts":[[2024,10,17]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Notes on the Synthesis of Form","author":"Alexander Christopher","unstructured":"Christopher Alexander. 1964. Notes on the Synthesis of Form. Harvard University Press."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1257\/jep.29.3.3"},{"key":"e_1_3_2_1_3_1","unstructured":"Emery Berger and Ben Zorn. 2024. SIGPLAN PL Perspectives: AI Software Should be More Like Plain Old Software. https:\/\/blog.sigplan.org\/2024\/04\/23\/ai-software-should-be-more-like-plain-old-software\/"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1145\/3582083"},{"key":"e_1_3_2_1_6_1","unstructured":"James Coplien and Neil Harrison. 2004. Organizational Patterns of Agile Software Development. Pearson. isbn:978-0131467408"},{"key":"e_1_3_2_1_7_1","volume-title":"nl2spec: Interactively Translating Unstructured Natural Language to\u00a0Temporal Logics with\u00a0Large Language Models","author":"Cosler Matthias","unstructured":"Matthias Cosler, Christopher Hahn, Daniel Mendoza, Frederik Schmitt, and Caroline Trippel. 2023. nl2spec: Interactively Translating Unstructured Natural Language to\u00a0Temporal Logics with\u00a0Large Language Models. In Computer Aided Verification CAV. Springer Nature Switzerland, 383\u2013396."},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"crossref","unstructured":"Bill Curtis. 1991\/92. Insights from empirical studies of the software design process. Future Generation Computer Systems 7 (1991\/92) 139\u2013149.","DOI":"10.1016\/0167-739X(92)90002-S"},{"key":"e_1_3_2_1_9_1","volume-title":"The state of the developer shortage","year":"2023","unstructured":"dev.net. 2024. The state of the developer shortage in 2023. https:\/\/www.developers.net\/post\/the-state-of-the-developer-shortage-in-2023 Published April 23, 2024."},{"key":"e_1_3_2_1_10_1","unstructured":"McKinsey Digital. 2023. Unleashing developer productivity with generative AI. https:\/\/www.mckinsey.com\/capabilities\/mckinsey-digital\/our-insights\/unleashing-developer-productivity-with-generative-ai"},{"key":"e_1_3_2_1_11_1","unstructured":"Yunfan Gao Yun Xiong Xinyu Gao Kangxiang Jia Jinliu Pan Yuxi Bi Yi Dai Jiawei Sun Meng Wang and Haofen Wang. 2024. Retrieval-Augmented Generation for Large Language Models: A Survey. arxiv:2312.10997 [cs.CL] https:\/\/arxiv.org\/abs\/2312.10997"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","unstructured":"C. Gardner K. Robinson C. Smith and A. Steiner. 2023. Contextualizing End-User Needs: How to Measure the Trustworthiness of an AI System. Carnegie Mellon University Software Engineering Institute\u2019s Insights (2023). 10.58012\/8b0v-mq84","DOI":"10.58012\/8b0v-mq84"},{"key":"e_1_3_2_1_13_1","unstructured":"Gartner. 2022. Gartner forecasts worldwide low-code development technologies market to grow 20 https:\/\/www.gartner.com\/en\/newsroom\/press-releases\/2022-12-13-gartner-forecasts-worldwide-low-code-development-technologies-market-to-grow-20-percent-in-2023"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/2593882.2593900"},{"key":"e_1_3_2_1_15_1","volume-title":"The Chernobyl Accident Updating of INSAG-1 : INSAG-7","author":"International Nuclear Safety Advisory Group","year":"2010","unstructured":"International Nuclear Safety Advisory Group. 1992. The Chernobyl Accident Updating of INSAG-1 : INSAG-7. International Atomic Energy Agency. isbn:9789201046925"},{"key":"e_1_3_2_1_16_1","unstructured":"Yanzhu Guo Guokan Shang Michalis Vazirgiannis and Chlo\u00e9 Clavel. 2024. The Curious Decline of Linguistic Diversity: Training Language Models on Synthetic Text. arxiv:2311.09807 [cs.CL] https:\/\/arxiv.org\/abs\/2311.09807"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICSE.2012.6227135"},{"key":"e_1_3_2_1_18_1","unstructured":"Adam Hughes. 2023. ChatGPT Will Replace Programmers Within 10 Years: Predicting The End of Manmade Software. https:\/\/levelup.gitconnected.com\/chatgpt-will-replace-programmers-within-10-years-91e5b3bd3676"},{"key":"e_1_3_2_1_19_1","unstructured":"IBM. [n. d.]. What is low-code? https:\/\/www.ibm.com\/topics\/low-code Accessed 4\/23\/24."},{"key":"e_1_3_2_1_20_1","unstructured":"Github Inc. 2024. Github CoPilot. https:\/\/github.com\/features\/copilot. Accessed 2024-07-27."},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2012.55"},{"key":"e_1_3_2_1_22_1","volume-title":"The World and the Machine. In International Conference on Software Engineering (ICSE).","author":"Jackson Michael","year":"1995","unstructured":"Michael Jackson. 1995. The World and the Machine. In International Conference on Software Engineering (ICSE)."},{"key":"e_1_3_2_1_23_1","unstructured":"Christian Kaestner. 2020. The World and the Machine and Responsible Machine Learning. https:\/\/ckaestne.medium.com\/the-world-and-the-machine-and-responsible-machine-learning-1ae72353c5ae."},{"key":"e_1_3_2_1_24_1","volume-title":"Feature Interactions on Steroids: On the Composition of ML Models. arXiv","author":"K\u00e4stner Christian","year":"2021","unstructured":"Christian K\u00e4stner, Eunsuk Kang, and Sven Apel. 2021. Feature Interactions on Steroids: On the Composition of ML Models. arXiv (2021). arxiv:2105.06449v1 [cs.SE]"},{"key":"e_1_3_2_1_25_1","unstructured":"Grace Kay. 2023. Software engineers are panicking about being replaced by AI. https:\/\/www.businessinsider.com\/software-engineers-tech-panicking-golden-age-over-chatgpt-ai-blind-2023-4"},{"key":"e_1_3_2_1_26_1","volume-title":"Computer Science Curricula","author":"Kumar Amruth N.","year":"2023","unstructured":"Amruth N. Kumar, Rajendra K. Raj, Sherif G. Aly, Monica D. Anderson, Brett A. Becker, Richard L. Blumenthal, Eric Eaton, Susan L. Epstein, Michael Goldweber, Pankaj Jalote, Douglas Lea, Michael Oudshoorn, Marcelo Pias, Susan Reiser, Christian Servin, Rahul Simha, Titus Winters, and Qiao Xiang. 2024. Computer Science Curricula 2023. Association for Computing Machinery, New York, NY, USA. isbn:9798400710339"},{"key":"e_1_3_2_1_27_1","volume-title":"Engineering a safer world: Systems thinking applied to safety","author":"Leveson Nancy G.","unstructured":"Nancy G. Leveson. 2011. Engineering a safer world: Systems thinking applied to safety. MIT Press Cambridge."},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-29786-1_7"},{"key":"e_1_3_2_1_29_1","volume-title":"Handbook of Software Reliability Engineering","author":"Lyu Michael R.","unstructured":"Michael R. Lyu. 1996. Handbook of Software Reliability Engineering. IEEE Press and McGraw Hill. isbn:978-0070394001 http:\/\/www.cse.cuhk.edu.hk\/~lyu\/book\/reliability\/index.html"},{"key":"e_1_3_2_1_30_1","volume-title":"Engineering our wicked problems. NAE Perspectives (Mar","author":"Madhavan Guru","year":"2024","unstructured":"Guru Madhavan. 2024. Engineering our wicked problems. NAE Perspectives (Mar 2024). https:\/\/www.nationalacademies.org\/news\/2024\/03\/engineering-our-wicked-problems"},{"key":"e_1_3_2_1_31_1","unstructured":"Main Commission Aircraft Accident Investigation Warsaw. 1994. A320-211 Warsaw Accident Report. http:\/\/www.rvs.uni-bielefeld.de\/publications\/Incidents\/DOCS\/ComAndRep\/Warsaw\/warsaw-report.html."},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1145\/367177.367199"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jsc.2010.08.018"},{"key":"e_1_3_2_1_34_1","volume-title":"Pat Simpkins: Capturing Tacit Knowledge. https:\/\/appel.nasa.gov\/knowledge-resource\/pat-simpkins-capturing-tacit-knowledge.","author":"NASA.","year":"2017","unstructured":"NASA. 2017. Pat Simpkins: Capturing Tacit Knowledge. https:\/\/appel.nasa.gov\/knowledge-resource\/pat-simpkins-capturing-tacit-knowledge."},{"key":"e_1_3_2_1_35_1","volume-title":"d.]. Trustworthy and Responsible AI: Overview. https:\/\/www.nist.gov\/trustworthy-and-responsible-ai Accessed","author":"National Institute of Standards and Technology. [n.","year":"2024","unstructured":"National Institute of Standards and Technology. [n. d.]. Trustworthy and Responsible AI: Overview. https:\/\/www.nist.gov\/trustworthy-and-responsible-ai Accessed April 25, 2024."},{"key":"e_1_3_2_1_36_1","unstructured":"National Research Council. 2007. Software for Dependable Systems: Sufficient Evidence? National Academies Press. isbn:0309103940"},{"key":"e_1_3_2_1_37_1","volume-title":"Garmisch","author":"Naur Peter","year":"1969","unstructured":"Peter Naur and Brian Randell. 1969. Software Engineering: Report of a conference sponsored by the NATO Science Committee, Garmisch, Germany, 7-11 Oct. 1968, Brussels, Scientific Affairs Division, NATO."},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1145\/1455567.1455606"},{"key":"e_1_3_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.1956.1056797"},{"key":"e_1_3_2_1_40_1","volume-title":"NVIDIA CEO says the future of coding as a career might already be dead in the water with the imminent prevalence of AI. Windows Central (02","author":"Okemwa Kevin","year":"2024","unstructured":"Kevin Okemwa. 2024. NVIDIA CEO says the future of coding as a career might already be dead in the water with the imminent prevalence of AI. Windows Central (02 2024). https:\/\/www.windowscentral.com\/software-apps\/nvidia-ceo-says-the-future-of-coding-as-a-career-might-already-be-dead"},{"key":"e_1_3_2_1_41_1","volume-title":"Weapons of Math Destruction","author":"O\u2019Neil Cathy","unstructured":"Cathy O\u2019Neil. 2016. Weapons of Math Destruction. Crown Books."},{"key":"e_1_3_2_1_42_1","volume-title":"This quote is widely attributed online to Edward Tufte, dated","author":"Pausch Randy","year":"2020","unstructured":"Randy Pausch. 200x. This quote is widely attributed online to Edward Tufte, dated 2020. However, one of the authors heard it from Pausch before 2008."},{"key":"e_1_3_2_1_43_1","doi-asserted-by":"publisher","DOI":"10.1007\/BF01405730"},{"key":"e_1_3_2_1_44_1","volume-title":"Requirements Satisfiability with In-Context Learning. In International Conference on Requirements Engineering (RE).","author":"Santos Sarah","year":"2024","unstructured":"Sarah Santos, Travis Breaux, Thomas Norton, Sara Haghighi, and Sepideh Ghanavati. 2024. Requirements Satisfiability with In-Context Learning. In International Conference on Requirements Engineering (RE)."},{"key":"e_1_3_2_1_45_1","volume-title":"workshop, not in digital library. Online at NON-ARCHIVAL (accessed","author":"Scaffidi Christopher","year":"2007","unstructured":"Christopher Scaffidi and Mary Shaw. 2007. Developing confidence in software through credentials and low-ceremony evidence. Presented at workshop, not in digital library. Online at NON-ARCHIVAL (accessed December 4, 2021)."},{"key":"e_1_3_2_1_46_1","volume-title":"Varian","author":"Shapiro Carl","year":"1999","unstructured":"Carl Shapiro and Hal R. Varian. 1999. Information Rules: A Strategic Guide to the Network Economy. Harvard Business Review Press. isbn:978-0875848631"},{"key":"e_1_3_2_1_47_1","doi-asserted-by":"publisher","DOI":"10.1109\/PROC.1980.11811"},{"key":"e_1_3_2_1_48_1","doi-asserted-by":"publisher","DOI":"10.1109\/52.60586"},{"key":"e_1_3_2_1_49_1","doi-asserted-by":"publisher","DOI":"10.1109\/IWSSD.1996.501165"},{"key":"e_1_3_2_1_51_1","volume-title":"Strategies for Achieving Robustness in Coalitions of Systems. In NATO Workshop RTO IST-064","author":"Shaw Mary","year":"2006","unstructured":"Mary Shaw. 2006. Strategies for Achieving Robustness in Coalitions of Systems. In NATO Workshop RTO IST-064, Building Robust Systems with Fallible Construction. https:\/\/www.sto.nato.int\/publications\/STO"},{"key":"e_1_3_2_1_52_1","doi-asserted-by":"publisher","DOI":"10.1145\/3480947"},{"key":"e_1_3_2_1_53_1","doi-asserted-by":"publisher","DOI":"10.1145\/3643660.3643941"},{"key":"e_1_3_2_1_54_1","doi-asserted-by":"publisher","DOI":"10.1109\/MS.2022.3203200"},{"key":"e_1_3_2_1_55_1","unstructured":"Ilia Shumailov Zakhar Shumaylov Yiren Zhao Yarin Gal Nicolas Papernot and Ross Anderson. 2024. The Curse of Recursion: Training on Generated Data Makes Models Forget. arxiv:2305.17493 [cs.LG] https:\/\/arxiv.org\/abs\/2305.17493"},{"key":"e_1_3_2_1_56_1","volume-title":"The Sciences of the Artificial","author":"Simon Herbert A.","year":"1918","unstructured":"Herbert A. Simon. 1996. The Sciences of the Artificial. MIT Press. isbn:13:9780262691918"},{"key":"e_1_3_2_1_57_1","unstructured":"Stack Exchange Inc. 2024. Stackoverflow 2024 Developer Survey. https:\/\/survey.stackoverflow.co\/2024."},{"key":"e_1_3_2_1_58_1","unstructured":"The Register. March 28 2024. AI bots hallucinate software packages and devs download them. https:\/\/www.theregister.com\/2024\/03\/28\/ai_bots_hallucinate_software_packages\/."},{"key":"e_1_3_2_1_59_1","volume-title":"Roshanak Zilouchian Moghaddam, and Neel Sundaresan","author":"Tufano Michele","year":"2024","unstructured":"Michele Tufano, Anisha Agarwal, Jinu Jang, Roshanak Zilouchian Moghaddam, and Neel Sundaresan. 2024. AutoDev: Automated AI-Driven Development. arxiv:2403.08299 [cs.SE] https:\/\/arxiv.org\/abs\/2403.08299"},{"key":"e_1_3_2_1_60_1","volume-title":"William Isaac, Sean Legassick, Geoffrey Irving, and Iason Gabriel.","author":"Weidinger Laura","year":"2021","unstructured":"Laura Weidinger, John Mellor, Maribeth Rauh, Conor Griffin, Jonathan Uesato, Po-Sen Huang, Myra Cheng, Mia Glaese, Borja Balle, Atoosa Kasirzadeh, Zac Kenton, Sasha Brown, Will Hawkins, Tom Stepleton, Courtney Biles, Abeba Birhane, Julia Haas, Laura Rimell, Lisa Anne Hendricks, William Isaac, Sean Legassick, Geoffrey Irving, and Iason Gabriel. 2021. Ethical and social risks of harm from Language Models. arxiv:2112.04359 [cs.CL] https:\/\/arxiv.org\/abs\/2112.04359"},{"key":"e_1_3_2_1_61_1","unstructured":"Roy Weil. 2024. Personal communication."},{"key":"e_1_3_2_1_62_1","doi-asserted-by":"publisher","DOI":"10.1145\/3570220"},{"key":"e_1_3_2_1_63_1","unstructured":"Zhaofeng Wu Linlu Qiu Alexis Ross Ekin Aky\u00fcrek Boyuan Chen Bailin Wang Najoung Kim Jacob Andreas and Yoon Kim. 2024. Reasoning or Reciting? Exploring the Capabilities and Limitations of Language Models Through Counterfactual Tasks. arxiv:2307.02477 [cs.CL] https:\/\/arxiv.org\/abs\/2307.02477"}],"event":{"name":"Onward! '24: 2024 ACM SIGPLAN International Symposium on New Ideas, New Paradigms, and Reflections on Programming and Software","location":"Pasadena CA USA","acronym":"Onward! '24","sponsor":["SIGPLAN SIGPLAN","SIGAda SIGAda"]},"container-title":["Proceedings of the 2024 ACM SIGPLAN International Symposium on New Ideas, New Paradigms, and Reflections on Programming and Software"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3689492.3689816","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3689492.3689816","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T00:05:46Z","timestamp":1750291546000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3689492.3689816"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,10,17]]},"references-count":61,"alternative-id":["10.1145\/3689492.3689816","10.1145\/3689492"],"URL":"https:\/\/doi.org\/10.1145\/3689492.3689816","relation":{},"subject":[],"published":{"date-parts":[[2024,10,17]]},"assertion":[{"value":"2024-10-17","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}