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This case is designed to enable students to understand the role of women in artificial intelligence (AI); understand the importance of ethics and diversity in the AI field; discuss the ethical issues of AI; study the implications of unethical AI; examine the dark side of corporate-backed AI research and the difficult relationship between corporate interests and AI ethics research; understand the role played by Gebru in promoting diversity and ethics in AI; and explore how Gebru can attract more women researchers in AI and lead the movement toward inclusive and equitable technology.

The case discusses how Timnit Gebru (She), a prominent AI researcher and former co-lead of the Ethical AI research team at Google, is leading the way in promoting diversity, inclusion and ethics in AI. Gebru, one of the most high-profile black women researchers, is an influential voice in the emerging field of ethical AI, which identifies issues based on bias, fairness, and responsibility. Gebru was fired from Google in December 2020 after the company asked her to retract a research paper she had co-authored about the pitfalls of large language models and embedded racial and gender bias in AI. While Google maintained that Gebru had resigned, she said she had been fired from her job after she had raised issues of discrimination in the workplace and drawn attention to bias in AI. In early December 2021, a year after being ousted from Google, Gebru launched an independent community-driven AI research organization called Distributed Artificial Intelligence Research (DAIR) to develop ethical AI, counter the influence of Big Tech in research and development of AI and increase the presence and inclusion of black researchers in the field of AI. The case discusses Gebru’s journey in creating DAIR, the goals of the organization and some of the challenges she could face along the way. As Gebru seeks to increase diversity in the field of AI and reduce the negative impacts of bias in the training data used in AI models, the challenges before her would be to develop a sustainable revenue model for DAIR, influence AI policies and practices inside Big Tech companies from the outside, inspire and encourage more women to enter the AI field and build a decentralized base of AI expertise.

This case is meant for MBA students.

Teaching Notes are available for educators only.

CCS 11: Strategy

Strategy.

The case is suitable for upper level undergraduate business and MBA students.

FOTILE, one of the fam ily businesses in Zhejiang, Ch ina, has now become the leading brand in the Ch ina kitchen appliance industry and has successfully entered into the global market. It has gone from a traditional family business in the 1980s to a modern enterprise because of the successful transformation from the first generation (Father: Lixiang Mao) to the second generation (Son: Zhongqun Mao) and the blending of a family business with the modern enterprise system. They both have strong beliefs that family businesses have their own advantages, but they have different ways and strategies of running the business. The case describes the process of how the father and his son worked together designing the strategies to successfully grow FOTILE.

The case is a vehicle for exploring strategies to operate a family business, to successfully develop a sustainability model, to manage a growing company through its entrepreneurial stage, and to merge western business culture with Chinese Confucian culture. It should help students to: explore strategies of managing/leading a family business and transferring successfully the business from one generation to the next; understand the importance of marketing, focusing on overall strategy and sustainability; know how to identify market opportunities, exhibit start-up intent, perform start-up planning, mission development, and feasibility analysis, and acquiring initial resources; and appreciate the close link between culture and strategy.

Teaching notes are available for educators only. Please contact your library to gain login details or e-mail support@emeraldinsight.com to request teaching notes.

Suning Group launched Suning.com when its chain stores were developing at the highest speed, realizing the transformation to an Internet retailer. Suning continued to follow the growth strategy of “Technological transformation and Smart Services”, and was renamed Suning Commerce Co. Ltd. It launched a business model of “e-commerce + stores + retail service providers”. Riding on the brand new O2O business model, Suning is thinking and practicing from simple donation to actual implementation, from constructing public welfare network to extending CSR ecosystem in a bid to advance towards deeper and more extensive Internet economy, and to create greater social value.

This case traces through a 20-year history of a Chinese high-tech company, Maipu Communications Technology Company. Throughout the company’s growth, Maipu adjusted its innovation models in order to ensure that they remained compatible with corporate strategies, resources and external environments. However, as the company grew bigger, it was finding it more and more difficult to meet its innovation goals. Its current innovation model is a market-driven platform + distributed innovation. While Maipu has achieved some success under this model, it is faced with a myriad of challenges during the execution of the model. The key questions raised by this case are whether Maipu’s current innovation model is suitable for the company at this stage and how the innovation model should be adjusted to propel new innovation and growth opportunities for Maipu in this increasingly competitive market.

This case was a field research case. The authors paid three visits to Maipu Communications Technology Company, during which the authors conducted in-depth interviews with Mr Zhao, the Head of Maipu’s R&D and Innovation group, and several senior and functional managers of the company. Follow-up communication via telephone and e-mail was conducted to verify the accuracy of the written case.

This case is well suited for courses in the areas of strategic management, innovation management, high-tech management, entrepreneurship, and international business. The target audiences of the case are primarily MBA students, although this case can also be used in upper-level undergraduate business courses.

The theoretical basis for this case includes the following management theories: strategy formulation and strategy implementation, business-level and corporate-level strategies, enterprise life-cycle, corporate strategies at various stages of growth, patterns of innovation and applications, and implementation of innovation strategies.

The case traces the genesis of NASSCOM and presents a decision situation faced by the new president who has to formulate a road map in the light of changed circumstances. NASSCOM has been an exemplary trade association. However, it faces challenges that can jeopardize the future if the industry. While the challenges do not have short term effect on the growing Indian IT-BPO industry, as the active industry ally NASSCOM's new leader has to ensure long term success of IT-BPO industry. The case can be best used to understand the IT industry dynamics through the eyes of an exemplary trade body and also understand how a trade association in emerging economies can play an important role to fill institutional voids.