[
Allal-Chérif, O., Simón-Moya, V. and Cuenca Ballester, A. C. (2021) ‘Intelligent purchasing: how artificial intelligence can redefine the purchasing function’, Journal of Business Research, 124, pp. 69–76. Available at: https://doi.org/10.1016/j.jbusres.2020.11.050
]Search in Google Scholar
[
Al Sawi, I. and Alaa, A. (2024) ‘Navigating the impact: a study of editors’ and proofreaders’ perceptions of AI tools in editing and proofreading’, Discover Artificial Intelligence, 4, article 23. Available at: https://doi.org/10.1007/s44163-024-00116-5
]Search in Google Scholar
[
Andrade, A.C.C. and Vásquez, M.C.S. (2024) ‘The compatibility between SDGs and the EU regulatory framework of AI’, Journal of Ethics and Legal Technologies, 6(1), pp. 11–144. Available at: https://doi.org/10.14658/pupj-JELT-2024-1-6
]Search in Google Scholar
[
Antman, A. (2024) ‘Copilotit ja tekoäly projektityössä’ [Copilots and artificial intelligence in project work]. Keynote speech at the Projektipäivät congress [Project days], 17 September. Available at: https://oppia.fi/tapahtumat/380/projektipaivat2024 (Accessed: 20 December 2024).
]Search in Google Scholar
[
Bailey, D.S. (2018) ‘Hitting a moving target: using technology to ensure current, accurate, and complete language in federal contracts’, Contract Management, 58(6), pp. 44–50.
]Search in Google Scholar
[
Ballardini, R.M., He, K. and Roos, T. (2019) ‘AI-generated content: authorship and inventorship in the age of artificial intelligence’, in T. Pihlajarinne, J. Vesala and O. Honkkila (eds) Online distribution of content in the EU. Edward Elgar Publishing, pp. 117–135. Available at: https://doi.org/10.4337/9781788119900.00015
]Search in Google Scholar
[
Bartels, A., Exari Icertis, CLM, Cobblestone and Symfact Agiloft (2019) The Forrester Wave™: contract life cycle management for all contracts, Q1 2019.
]Search in Google Scholar
[
Brynjolfsson, E. and McAfee, A. (2014) The second machine age: work, progress, and prosperity in a time of brilliant technologies. W. W. Norton & Company.
]Search in Google Scholar
[
Corrales Compagnucci, M., Fenwick, M. and Haapio, H. (2022) ‘Digital technology, future lawyers and the computable contract designer of tomorrow’, in M. Corrales Compagnucci, H. Haapio and M. Fenwick (eds) Research Handbook on contract design. Edward Elgar Publishing, pp. 421–444. Available at: https://doi.org/10.4337/9781839102288.00035
]Search in Google Scholar
[
Corrales Compagnucci, M., Haapio, H. and Fenwick, M. (eds) (2022) Research handbook on contract design. Edward Elgar Publishing. Available at: https://doi.org/10.4337/9781839102288
]Search in Google Scholar
[
‘Council directive 2003/87/EC establishing a scheme for greenhouse gas emission allowance trading within the Community (EU ETS)’ (2003) Official Journal L 275, pp. 32–46. Available at: https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX%3A32003L0087 (Accessed: 20 December 2024).
]Search in Google Scholar
[
‘Council directive (EU) 2022/2464 on corporate sustainability reporting (CSRD)’ (2022) Official Journal L 322, pp. 15–80. Available at: https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX%3A32022L2464 (Accessed: 20 December 2024).
]Search in Google Scholar
[
‘Council regulation (EU) 2019/2088 on sustainability-related disclosures in the financial services sector (SFDR)’ (2019) Official Journal L 317, pp. 1–16. Available at: https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX:32019R2088 (Accessed: 20 December 2024).
]Search in Google Scholar
[
‘Council regulation (EU) 2020/852 on the establishment of a framework to facilitate sustainable investment (EU taxonomy)’ (2020) Official Journal L 198, pp. 13–43. Available at: https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX:32020R0852 (Accessed: 20 December 2024).
]Search in Google Scholar
[
Cummins, J. and Clack, C.D. (2022) ‘Transforming commercial contracts through computable contracting’, Journal of Strategic Contracting and Negotiation, 6(1), pp. 3–25. Available at: https://doi.org/10.1177/20555636211072560
]Search in Google Scholar
[
Engler, A. (2023) ‘The EU and U.S. diverge on AI regulation: a transatlantic comparison and steps to alignment’, Brookings Institution. Available at: https://www.brookings.edu/articles/the-eu-and-us-diverge-on-ai-regulation-a-transatlantic-comparison-and-steps-to-alignment/ (Accessed: 20 December 2024).
]Search in Google Scholar
[
Erel, I., Stern, L.H., Tan, C. and Weisbach, M.S. (2020) ‘Selecting directors using machine learning’. Available at: https://cpb-us-w2.wpmucdn.com/u.osu.edu/dist/8/7843/files/2020/09/Selecting-Directors-Using-ML-20200831.pdf (Accessed: 7 January 2021).
]Search in Google Scholar
[
European Commission (2023) Europe’s digital decade: digital targets for 2030, 30 March. Available at: https://commission.europa.eu/strategy-and-policy/priorities-2019-2024/europe-fit-digital-age/europes-digital-decade-digital-targets-2030_en (Accessed: 20 December 2024).
]Search in Google Scholar
[
European Commission (2024) ‘Commission establishes AI Office to strengthen EU leadership in safe and trustworthy artificial intelligence’, 29 May. Available at: https://ec.europa.eu/commission/presscorner/detail/en/ip_24_2982 (Accessed: 20 December 2024).
]Search in Google Scholar
[
EY Law and Harvard Law School Center on Legal Profession (2021) ‘Legal departments face rising tide of challenges in their transformation efforts’, 8 April. Available at: https://www.ey.com/en_ao/news/2021/03/legal-departments-face-rising-tide-of-challenges-in-their-transformation-efforts-ey-law-and-harvard-law-school-center-on-the-legal-profession-survey-finds (Accessed: 20 December 2024).
]Search in Google Scholar
[
FCAI (2024a) ‘AI in society’. Finnish Center for Artificial Intelligence research program 7 (R7), 1 September. Available at: https://fcai.fi/ai-in-society (Accessed: 20 December 2024).
]Search in Google Scholar
[
FCAI (2024b) ‘AI and sustainability’. Finnish Center for Artificial Intelligence research program Highlight F (HF), 1 September. Available at: https://fcai.fi/ai-for-sustainability (Accessed: 20 December 2024).
]Search in Google Scholar
[
Finnegan, M. (2021) User-centered design: a key to contract simplification. PhD thesis. University of Vaasa.
]Search in Google Scholar
[
Ford, M. (2015) Rise of the robots: technology and the threat of a jobless future. Basic Books.
]Search in Google Scholar
[
Forrester Wave (2024) ‘Top 10 emerging technologies of 2024 revealed’. Available at: https://www.forrester.com/technology/emerging-technology-2024/ (Accessed: 20 December 2024).
]Search in Google Scholar
[
Frey, C.B. and Osborne, M.A. (2016) ‘The future of employment: how susceptible are jobs to computerization?’ Technological Forecasting and Social Change, 114, pp. 254–280. Available at: https://doi.org/10.1016/j.techfore.2016.02.019
]Search in Google Scholar
[
Gartner (2023) ‘Gartner Magic Quadrant for Contract Life Cycle Management’, 18 October, by analysts K. Sommers, L. Phelan and K. McDonald. Available at: https://www.gartner.com/en/documents/4852531 (Accessed: 20 December 2024).
]Search in Google Scholar
[
Gartner (2024) ‘Contract lifecycle management reviews and ratings’, 30 March. Available at: https://www.gartner.com/reviews/market/contract-life-cycle-management (Accessed: 20 December 2024).
]Search in Google Scholar
[
Göksal, Ş.İ. and Solarte Vásquez, M.C. (2024) ‘The blockchain-based trustworthy artificial intelligence supported by stakeholders-in-the-loop model’, Scientific Papers of the University of Pardubice, Series D: Faculty of Economics and Administration, 32(2), article 2. Available at: https://doi.org/10.46585/sp32022083
]Search in Google Scholar
[
Haapio, H. (2013) Next generation contracts. PhD thesis. University of Vaasa.
]Search in Google Scholar
[
Harari, Y.N. (2018) 21 lessons for the 21st century. Spiegel & Grau.
]Search in Google Scholar
[
Hawking, S. (2016) ‘The best or worst thing to happen to humanity’ [Speech]. Launch of the Leverhulme Centre for the Future of Intelligence, University of Cambridge, 19 October. Available at: https://www.cam.ac.uk/research/news/the-best-or-worst-thing-to-happen-to-humanity-stephen-hawking-launches-centre-for-the-future-of (Accessed: 20 December 2024).
]Search in Google Scholar
[
Hawking, S. (2018) Brief answers to the big questions. John Murray.
]Search in Google Scholar
[
Henschel, R.F. (2022) ‘Contractual processualization: designing proactive contractual processes to support legal, technical and commercial purposes’, in M. Corrales Compagnucci, H. Haapio and M. Fenwick (eds) Research handbook on contract design. Edward Elgar Publishing, pp. 134–157. Available at: https://doi.org/10.4337/9781839102288.00017
]Search in Google Scholar
[
Hirvonen-Ere, S. (2021) Contract management modus operandi in the post-Enron world. PhD thesis. Faculty of Law, University of Helsinki.
]Search in Google Scholar
[
Hirvonen-Ere, S. (2022) ‘Business contract design via contract management operationalized methodology’, in M. Corrales Compagnucci, H. Haapio and M. Fenwick (eds) Research handbook on contract design. Edward Elgar Publishing, pp. 294–313. Available at: https://doi.org/10.4337/9781839102288.00026
]Search in Google Scholar
[
Hirvonen-Ere, S. (2023) ‘Contract lifecycle management as a catalyst for digitalization in the European Union’, in D. Ramiro Troitiño, T. Kerikmäe and O. Hamuľák (eds) Digital development of the European Union: an interdisciplinary perspective. Springer International Publishing, pp. 85–99. Available at: https://doi.org/10.1007/978-3-031-27312-4_6
]Search in Google Scholar
[
Hirvonen-Ere, S. (2024) Environmentally and economically sustainable business via commercial and contract management as a leadership strategy instrument. PhD thesis. Aalto University School of Business.
]Search in Google Scholar
[
Hurmerinta-Haanpää, A. (2021) The many functions of contracts: empirical studies on how companies use contracts in interorganizational exchange relations. PhD thesis. Faculty of Law, University of Turku.
]Search in Google Scholar
[
Ishibashi, Y., Shiva, M. and Rosenbach, F. (2024) ‘Sustainable and smart: exploring the nexus between blockchain and sustainability in inter-organisational collaboration’, Journal of Strategic Contracting and Negotiation, 7(3–4), pp. 149–168. Available at: https://doi.org/10.1177/20555636231225608
]Search in Google Scholar
[
Jokela-Vahteristo, L. (2024) ‘Mili Viita ajatteli jo kaksi vuotta sitten, että työt loppuvat, taistelua hän käy hyvä joka päivä’, Helsingin. Sanomat, 7 October. Available at: https://www.hs.fi/alueet/art-2000010726429.html (Accessed: 20 December 2024).
]Search in Google Scholar
[
Kähler, L. (2013) ‘Contract-management duties as a new regulatory device’, Law and Contemporary Problems, 76(2), pp. 89–103. Available at: https://doi.org/10.2139/ssrn.2285689
]Search in Google Scholar
[
Kavaleff, A. (2006) ‘Successful outsourcing through proactive contracting—Strategy, risk assessment and implementation’, in P. Wahlgren (ed) A proactive approach. Scandinavian studies in law, 49. Stockholm: Stockholm Institute of Scandinavian Law, pp. 49–111. Available at: https://www.scandinavianlaw.se/pdf/49-11.pdf (Accessed: 20 December 2024).
]Search in Google Scholar
[
Kenny, K. (2024) Individual decision-making for social value: understanding behavior in purchasing and supply management. PhD thesis. Aalto University School of Business.
]Search in Google Scholar
[
Kerikmäe, T. (2023) ‘Critical view to the implementation of public AI use cases’. Nordic Conference on Law and Information Technology 2023, 31 October to 1 November, 2023, Lapland University, Rovaniemi, Finland. Available at: https://www.ulapland.fi/EN/Webpages/Nordic-Conference-on-Law-and-Information-Technology-2023/Abstracts#Kerikmae (Accessed: 20 December 2024).
]Search in Google Scholar
[
Kerikmäe, T. and Rull, A. (eds) (2016) The future of law and e-technologies. Springer International Publishing. Available at: https://doi.org/10.1007/978-3-319-26896-5
]Search in Google Scholar
[
Koenig, M.L., Oseid, J.A. and Vorenberg, A. (2018) ‘Ok Google, will artificial intelligence replace human lawyering?’ Marquette Law Review, 102(4), article 1269.
]Search in Google Scholar
[
Koulu, R. (2024) ‘Oikeus ja muotoilu: oikeuden digitalisaatiota etsimässä’ [Law and design: seeking digitalization of law], Suomalainen lakimiesyhdistys, lokakuun jäsentilaisuus [Presentation], 22 October. Available at: https://www.lakimiesyhdistys.fi/tapahtumat/ehdollepanokokous-ja-lokakuunjasentilaisuus-5/ (Accessed: 20 December 2024).
]Search in Google Scholar
[
Kukkonen, K. (2023) Strategically managing the value creation and productivity paradox of artificial intelligence. PhD thesis. University of Turku.
]Search in Google Scholar
[
Li, P., Yang, J., Islam, M.A. and Ren, S. (2023) ‘Making AI less ‘thirsty: uncovering and addressing the secret water footprint of AI models’, ArXiv, article 2304.03271. Available at: https://arxiv.org/abs/2304.03271 (Accessed: 20 December 2024).
]Search in Google Scholar
[
Lipshaw, J.M. (2019) ‘Lawyering somewhere between computation and the will to act: a digital age reflection’, in The Cambridge handbook of lawyering in the digital age. Cambridge University Press, pp. 343–2635. Available at: https://doi.org/10.2139/ssrn.3432635
]Search in Google Scholar
[
Macneil, I.R. (1980) The new social contract: An inquiry into modern contractual relations. Yale University Press. Available at: https://doi.org/10.2307/1288310
]Search in Google Scholar
[
Macneil, I.R. (1983) ‘Values in contract: internal and external’, Northwestern University Law Review, 78(2), pp. 340–418.
]Search in Google Scholar
[
Macneil, I.R. (1999) ‘Relational contract theory: challenges and queries’, Northwestern University Law Review, 94(3), pp. 877–907.
]Search in Google Scholar
[
McGinnis, J.O. and Pearce, R.G. (2014) ‘The great disruption: how machine intelligence will transform the role of lawyers in the delivery of legal services’, Fordham Law Review, 82(6), pp. 3041–3066. Available at: https://ir.lawnet.fordham.edu/flr/vol82/iss6/16/ (Accessed: 20 December 2024).
]Search in Google Scholar
[
NCMA (2024) ‘Feedback request, CMI research survey on contract management and procurement professional perception of certain technologies, including automation and artificial intelligence’ [E-mail questionnaire], 29 March. National Contract Management Association (NCMA), Contract Management Institute (CMI).
]Search in Google Scholar
[
Nourbakhsh, I. R. and Keating, J. (2020) AI and humanity. MIT Press.
]Search in Google Scholar
[
Nuottila, J., Kauppila, O. and Nystén-Haarala, S. (2016) ‘Proactive contracting: emerging changes in attitudes towards project contracts and lawyers’ contribution’, Journal of Strategic Contracting and Negotiation, 2(1–2), pp. 150–165. https://doi.org/10.1177/2055563616669738
]Search in Google Scholar
[
Nuottila, J., Kujala, J. and Nystén-Haarala, S. (2015) ‘Flexible contracting in software project business: what can we learn from agile methods in the software industry’, Lapland Law Review, (2), pp. 29–54. Available at: http://urn.fi/URN:ISBN:978-952-484-799-5 (Accessed: 20 December 2024).
]Search in Google Scholar
[
Nystén-Haarala, S. (1998) The long term contract: contract law and contracting. PhD thesis. Finnish Lawyers’ Association Helsinki.
]Search in Google Scholar
[
Passera, S. (2017) Beyond the wall of contract text: visualizing contracts to foster understanding and collaboration within and across organizations. PhD thesis. Aalto University.
]Search in Google Scholar
[
Pernot-Leplay, E. (2024) ‘The AI regulation in China, EU, and U.S.: a comparison’, Global AI and Tech Policies. Available at: https://pernot-leplay.com/ai-regulation-china-eu-us-comparison/ (Accessed: 20 December 2024).
]Search in Google Scholar
[
Pohjonen, S. (ed) (2005) Ex ante-Ennakoiva oikeus. Helsinki: Talentum.
]Search in Google Scholar
[
‘Proposal for a directive of the European Parliament and of the Council on corporate sustainability due diligence and amending Directive (EU) 2019/1937 (CSDDD)’ (2022) COM/2022/71 final. Available at: https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX:52022PC0071 (Accessed: 20 December 2024).
]Search in Google Scholar
[
‘Proposal for a regulation of the European Parliament and of the Council laying down harmonised rules on artificial intelligence (Artificial Intelligence Act) and amending certain union legislative acts’ (2021) COM/2021/206 final. Available at: https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX:52021PC0206 (Accessed: 20 December 2024).
]Search in Google Scholar
[
Ramiro Troitiño, D. and Kerikmäe, T. (2021) ‘Europe facing the digital challenge: obstacles and solutions’, IDP. Revista de Internet, Derecho y Política (34), pp. 1–3. Available at: https://doi.org/10.7238/idp.v0i34.393310
]Search in Google Scholar
[
Ramiro Troitiño, D., Kerikmäe, T. and Hamuľák, O. (eds) (2023) Digital development of the European Union: an interdisciplinary perspective. Springer International Publishing. Available at: https://doi.org/10.1007/978-3-031-27312-4
]Search in Google Scholar
[
Rich, B., Weber, L. and Bauman, C.W. (2022) ‘Prevention and promotion approaches to contracting: implications for negotiator focus and contract frames on exchange performance and relationships in the digital age’, in M. Corrales Compagnucci, H. Haapio and M. Fenwick (eds) Research handbook on contract design. Edward Elgar Publishing, pp. 239–257. https://doi.org/10.4337/9781839102288.00023
]Search in Google Scholar
[
Ritola, M. (2024) ‘Teknologinen murros ja menestyvät tiimit’ [Technological development and successful teams]. Keynote speech at the Projektipäivät congress [Project days], 17 September. Available at: https://oppia.fi/tapahtumat/380/projektipaivat2024 (Accessed: 20 December 2024).
]Search in Google Scholar
[
Rossi, A., Chatellier, R., Leucci, S., Ducato, R. and Hary, E. (2022) ‘What if data protection embraced foresight and speculative design?’ in DRS2022: Research Papers: Bilbao, 25 June – 3 July, Bilbao, Spain. Available at: https://doi.org/10.21606/drs.2022.681
]Search in Google Scholar
[
Saloranta, J. and Hurmerinta-Haanpää, A. (2022) ‘Proactive contract theory in the context of corporate sustainability due diligence’, Journal of Strategic Contracting and Negotiation, 6(3–4), pp. 221–236. Available at: https://doi.org/10.1177/20555636231165901
]Search in Google Scholar
[
SoA Policy Team (2024) ‘SoA survey reveals a third of translators and quarter of illustrators losing work to AI’, Society of Authors, 11 April. Available at: http://societyofauthors.org/2024/04/11/soa-survey-reveals-a-third-of-translators-and-quarter-of-illustrators-losing-work-to-ai/ (Accessed: 20 December 2024).
]Search in Google Scholar
[
Solarte-Vásquez, M.C., Järv, N. and Nyman-Metcalf, K. (2016) ‘Usability factors in transactional design and smart contracting’, in T. Kerikmäe and A. Rull (eds) The future of law and eTechnologies. Springer International Publishing, pp. 149–176. Available at: https://doi.org/10.1007/978-3-319-26896-5_8
]Search in Google Scholar
[
Solarte-Vásquez, M.C. and Nyman-Metcalf, K. (2017) ‘Smart contracting: a multidisciplinary and proactive approach for the EU digital single market’, Baltic Journal of European Studies, 7(2), pp. 208–246. Available at: https://doi.org/10.1515/bjes-2017-0017
]Search in Google Scholar
[
Stanford University (2023) ‘Environmental impact of select large language models’, Artificial Intelligence Index report, pp. 120–122. Available at: https://aiindex.stanford.edu/wp-content/uploads/2023/04/HAI_AI-Index-Report_2023.pdf (Accessed: 20 December 2024).
]Search in Google Scholar
[
Storsjö, I., Kaave, P. and Saloranta, J. (2023) ‘Proactive contracting and legal design: enablers of systemic change in purchasing and supply chain management’ [Presentation], IPSERA 2023: 32nd conference of the international purchasing and supply education and research association.
]Search in Google Scholar
[
Sulkowski, A. (2018) ‘Blockchain, business supply chains, sustainability, and law: the future of governance, legal frameworks, and lawyers’, Delaware Journal of Corporate Law, 43(2), pp. 303–345. Available at: https://doi.org/10.2139/ssrn.3205452
]Search in Google Scholar
[
Susskind, R. and Susskind, D. (2015) The future of the professions: how technology will transform the work of human experts. Oxford University Press. Available at: https://doi.org/10.1093/oso/9780198713395.001.0001
]Search in Google Scholar
[
Tornbohm, C., Jump, A., Goodness, E., Velosa, A., Ingelbrecht, N., Pang, C., Hare, J., Woodward, A., Santoro, J., Mehta, V., Faith, T., Batchu, A. and Casey, D. (2023) Emerging tech impact radar: hyperautomation [Gartner Report], 28 March. Available at: https://www.gartner.com/doc/reprints?id=1-2D2IZQE9&ct=230329&st=sb (Accessed: 20 December 2024).
]Search in Google Scholar
[
United Nations General Assembly (2015) Transforming our world: The 2030 Agenda for Sustainable Development. Resolution A/RES/70/1. Available at: https://www.refworld.org/docid/57b6e3e44.html (Accessed: 20 December 2024).
]Search in Google Scholar
[
Vacca, A., Di Sorbo, A., Visaggio, C.A. and Canfora, G. (2021) ‘A systematic literature review of blockchain and smart contract development: techniques, tools, and open challenges’, Journal of Systems and Software, 174, article 110891. Available at: https://doi.org/10.1016/j.jss.2020.110891
]Search in Google Scholar
[
Viggers, K. (2024) ‘OpenAI might raise the price of ChatGPT to $44 by 2029’, TechCrunch, 27 September. Available at: https://techcrunch.com/2024/09/27/openai-might-raise-the-price-of-chatgpt-to-22-by-2025-44-by-2029/ (Accessed: 20 December 2024).
]Search in Google Scholar
[
Vyasi, G. (2024) ‘Contract lifecycle management software market overview’, Market Research Future. Available at: https://www.marketresearchfuture.com/reports/contract-lifecycle-management-software-market-11659 (Accessed: 20 December 2024).
]Search in Google Scholar
[
WorldCC (2024) ‘AI in contracting: from untapped revolution to emerging evolution’. World Commerce and Contracting Research Report, 26 February. Available at: https://www.worldcc.com/resources/content-hub/details/ai-in-contracting-from-untapped-revolution-to-emerging-evolution (Accessed: 20 December 2024).
]Search in Google Scholar
[
Zaki, S. (2024) ‘Pakko uudistua’ [The need to renew], Helsingin Sanomat, 6 April, C10–C11.
]Search in Google Scholar
