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  • All HBS Web  (16,357)
    • People  (38)
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  • July 2024
  • Technical Note

What Is AI?

By: Michael Parzen and Jo Ellery
This note discusses definitions of artificial intelligence and covers the broad types of learning used in training AI, as well as explaining in detail how neural networks are built, trained, and used. View Details
Keywords: AI and Machine Learning
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Parzen, Michael, and Jo Ellery. "What Is AI?" Harvard Business School Technical Note 625-010, July 2024.
  • May 2009
  • Case

Tokyo Electron Ltd.

By: Willy C. Shih and Andrew A. King
Tokyo Electron Ltd. operates in a constrained innovation environment, defined by modular boundaries that are long standing in the industry that it serves, the global semiconductor manufacturing industry. While the original motivation for these boundaries was division... View Details
Keywords: Globalized Markets and Industries; Governance Controls; Technological Innovation; Organizational Change and Adaptation; Boundaries; Manufacturing Industry; Semiconductor Industry
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Shih, Willy C., and Andrew A. King. "Tokyo Electron Ltd." Harvard Business School Case 609-096, May 2009.
  • April 2017 (Revised November 2017)
  • Case

BlackRock (D): Organizing for the Future (with video links)

By: Ranjay Gulati, Jan W. Rivkin and Aldo Sesia
By the end of 2015, BlackRock had succeeded beyond any of the early dreams of its founders. The firm remained the world’s largest asset manager, with more than $4.6 trillion under management, and other financial services companies used BlackRock’s Aladdin platform to... View Details
Keywords: Strategy; Competition; Information Technology; Asset Management; Growth and Development Strategy; Financial Services Industry; United States
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Gulati, Ranjay, Jan W. Rivkin, and Aldo Sesia. "BlackRock (D): Organizing for the Future (with video links)." Harvard Business School Multimedia/Video Case 717-487, April 2017. (Revised November 2017.)
  • 17 Jan 2017
  • First Look

First Look at New Research: January 17

across space? Why does the law of gravity apply? How do the costs of transporting goods, tasks, and technologies influence firms’ decisions to separate tasks geographically... View Details
Keywords: Sean Silverthorne
  • April 2019 (Revised March 2020)
  • Case

Handy: The Future of Work? (A)

By: Nien-hê Hsieh and Kieron Stopforth
Witnessing numerous lawsuits alleging that online platform companies misclassified workers as contractors when they were actually employees, Handy’s founders faced a series of decisions. Handy was an online platform business that enabled customers to book appointments... View Details
Keywords: Employment; Working Conditions; Entrepreneurship; Compensation and Benefits; Internet and the Web; Ethics; Fairness; Service Industry; United States
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Hsieh, Nien-hê, and Kieron Stopforth. "Handy: The Future of Work? (A)." Harvard Business School Case 319-103, April 2019. (Revised March 2020.)
  • November 2001 (Revised September 2002)
  • Case

Four Products: Predicting Diffusion

By: John T. Gourville
One of the critical tasks in the marketing of new innovations is predicting demand and rates of diffusion for those products. Focuses on four innovative products from different domains. Although one can speculate on the scope and rate of diffusion for each of these... View Details
Keywords: Forecasting and Prediction; Innovation and Invention; Product Launch; Demand and Consumers; Technology Adoption
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Gourville, John T. "Four Products: Predicting Diffusion." Harvard Business School Case 502-045, November 2001. (Revised September 2002.)
  • May 2011 (Revised July 2012)
  • Exercise

Remicade/Simponi: Confidential Instructions for Johnson & Johnson

By: Guhan Subramanian and Rhea Ghosh
This two-party negotiation exercise features a real-life dispute between Merck and Johnson & Johnson regarding European distribution rights to two highly lucrative drugs. View Details
Keywords: Price; Rights; Agreements and Arrangements; Negotiation Deal; Problems and Challenges; Risk and Uncertainty; Europe
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Subramanian, Guhan, and Rhea Ghosh. "Remicade/Simponi: Confidential Instructions for Johnson & Johnson." Harvard Business School Exercise 911-045, May 2011. (Revised July 2012.)
  • June 2023
  • Article

How New Ideas Diffuse in Science

By: Mengjie Cheng, Daniel Scott Smith, Xiang Ren, Hancheng Cao, Sanne Smith and Daniel A. McFarland
What conditions help new ideas spread? Can knowledge entrepreneurs’ position and develop new ideas in ways that help them take off? Most innovation research focuses on products and their reference. That focus ignores the ideas themselves and the broader ideational... View Details
Keywords: Innovation Adoption; Natural Language Processing; Knowledge; Science; Innovation and Invention; Knowledge Sharing; Analytics and Data Science
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Cheng, Mengjie, Daniel Scott Smith, Xiang Ren, Hancheng Cao, Sanne Smith, and Daniel A. McFarland. "How New Ideas Diffuse in Science." American Sociological Review 88, no. 3 (June 2023): 522–561.
  • March 2025 (Revised April 2025)
  • Case

WallStreetBets: Democratizing Retail Investing

By: Joseph Pacelli and Alexis Lefort
In summer 2024, Jaime Rogozinski anticipated the launch of a day-trading eSports event, a vision he had nurtured for years. Rogozinski, the founder of the influential subreddit WallStreetBets (WSB), created the forum in 2012 as a space for retail traders to explore... View Details
Keywords: Investment; Emerging Markets; Market Participation; Financial Strategy; Lawsuits and Litigation; Social and Collaborative Networks; Financial Markets; Financial Services Industry; United States
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Pacelli, Joseph, and Alexis Lefort. "WallStreetBets: Democratizing Retail Investing." Harvard Business School Case 125-002, March 2025. (Revised April 2025.)
  • February 1991
  • Case

Burlington Northern: The ARES Decision (B)

By: Julie H. Hertenstein and Robert S. Kaplan
The ARES team formally proposes that Burlington Northern implement the ARES system. The project meets resistance. In light of financial restructuring and high level of debt, executives wonder whether the company can afford ARES. Weak links during the ARES development... View Details
Keywords: Accounting Audits; Restructuring; Cost vs Benefits; Decision Choices and Conditions; Borrowing and Debt; Capital Budgeting; Projects; Technology Adoption; Service Industry
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Hertenstein, Julie H., and Robert S. Kaplan. "Burlington Northern: The ARES Decision (B)." Harvard Business School Case 191-123, February 1991.
  • April 2020
  • Teaching Note

Tailor Brands: Artificial Intelligence-Driven Branding

By: Jill Avery
Using proprietary artificial intelligence technology, startup Tailor Brands set out to democratize branding by allowing small businesses to create their brand identities by automatically generating logos in just minutes at minimal cost with no branding or design skills... View Details
Keywords: Marketing; Brands and Branding; Marketing Strategy; Technology Industry; Technology Industry; United States; North America
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Avery, Jill. "Tailor Brands: Artificial Intelligence-Driven Branding." Harvard Business School Teaching Note 520-103, April 2020.
  • Article

Health App Policy: International Comparison of Nine Countries' Approaches

By: Anna Essén, Ariel Dora Stern, Christoffer Bjerre Haase, Josip Car, Felix Greaves, Dragana Paparova, Steven Vandeput, Rik Wehrens and David W. Bates
An abundant and growing supply of digital health applications (apps) exists in the commercial tech-sector, which can be bewildering for clinicians, patients, and payers. A growing challenge for the health care system is therefore to facilitate the identification of... View Details
Keywords: Digital Health; Apps; Health Care and Treatment; Internet and the Web; Policy; Global Range; Applications and Software
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Essén, Anna, Ariel Dora Stern, Christoffer Bjerre Haase, Josip Car, Felix Greaves, Dragana Paparova, Steven Vandeput, Rik Wehrens, and David W. Bates. "Health App Policy: International Comparison of Nine Countries' Approaches." npj Digital Medicine 5, no. 31 (2022).
  • November 2010 (Revised February 2011)
  • Case

Hollywood in India: Protecting Intellectual Property (A)

By: Lakshmi Iyer and Namrata Arora
In January 2010, Fox Star Studios is preparing to release the Bollywood film My Name is Khan in Indian and international markets. What strategies should the company adopt to protect their intellectual property? How much should the company invest in anti-piracy... View Details
Keywords: Crime and Corruption; Copyright; Lawsuits and Litigation; Emerging Markets; Business Strategy; Motion Pictures and Video Industry; India
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Iyer, Lakshmi, and Namrata Arora. "Hollywood in India: Protecting Intellectual Property (A)." Harvard Business School Case 711-017, November 2010. (Revised February 2011.)
  • 06 May 2019
  • Research & Ideas

Consumers Blame Business for Global Health Problems. Can Business Become the Solution?

to appeal to young would-be smokers. But corporate distrust runs so deep for some consumers that constructive dialogue is virtually impossible; consider vaccination skeptics who criticize Big Pharma’s influence, despite considerable research that upholds vaccines’... View Details
Keywords: by Danielle Kost; Health
  • February 2014
  • Article

Responses to Entry in Multi-Sided Markets: The Impact of Craigslist on Local Newspapers

By: Robert Seamans and Feng Zhu
How do firms respond to entry in multi-sided markets? We address this question by studying the impact of Craigslist, a website providing classified-advertising services, on local U.S. newspapers. We exploit temporal and geographical variation in Craigslist's entry to... View Details
Keywords: Digital Platforms; Market Entry and Exit; Internet and the Web; Newspapers; Advertising; Journalism and News Industry; Journalism and News Industry
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Seamans, Robert, and Feng Zhu. "Responses to Entry in Multi-Sided Markets: The Impact of Craigslist on Local Newspapers." Management Science 60, no. 2 (February 2014): 476–493.
  • Article

AI Companions Reduce Loneliness

By: Julian De Freitas, Zeliha Oğuz-Uğuralp, Ahmet K. Uğuralp and Stefano Puntoni
Chatbots are now able to engage in sophisticated conversations with consumers in the domain of relationships, providing a potential coping solution to widescale societal loneliness. Behavioral research provides little insight into whether these applications are... View Details
Keywords: AI and Machine Learning; Well-being; Emotions; Applications and Software
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De Freitas, Julian, Zeliha Oğuz-Uğuralp, Ahmet K. Uğuralp, and Stefano Puntoni. "AI Companions Reduce Loneliness." Journal of Consumer Research (in press).
  • February 1998 (Revised December 1998)
  • Case

Atlantic Energy/Delmarva Power & Light (A)

By: Benjamin C. Esty, Mathew M Millett and Tracy Aronson
Delmarva Power & Light and Atlantic Energy are neighboring electric utilities based in Delaware and New Jersey, respectively. In early 1996, they entered into merger negotiations, but were unable to reach an agreement on price because they could not agree on what... View Details
Keywords: Valuation; Negotiation Offer; Government Legislation; Risk and Uncertainty; Mergers and Acquisitions; Contracts; Utilities Industry; Delaware; New Jersey
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Esty, Benjamin C., Mathew M Millett, and Tracy Aronson. "Atlantic Energy/Delmarva Power & Light (A)." Harvard Business School Case 298-034, February 1998. (Revised December 1998.)
  • February 2020
  • Supplement

Indigo Agriculture: Harnessing Nature

By: Michael W. Toffel and James Barnett
Indigo Agriculture used a digital-enabled research and development (R&D) process to launch its initial product, microbial coatings for agricultural seeds, which increase crop yields while reducing the need for fertilizers. In doing so, the company developed direct... View Details
Keywords: Operations; Supply Chain; Social Enterprise; Product Development; Distribution Channels; Business Strategy; Digital Platforms; Environmental Sustainability; Science-Based Business; Climate Change; Agriculture and Agribusiness Industry; Agriculture and Agribusiness Industry; United States; Massachusetts
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Toffel, Michael W., and James Barnett. "Indigo Agriculture: Harnessing Nature." Harvard Business School PowerPoint Supplement 620-110, February 2020.
  • 2011
  • Article

'Deprival Value' vs. 'Fair Value' Measurement for Contract Liabilities: How to Resolve the 'Revenue Recognition' Conundrum

By: Joanne Horton, Richard H. Macve and George Serafeim
Revenue recognition and measurement principles can conflict with liability recognition and measurement principles. We explore here under different market conditions when the two measurement approaches coincide and when they conflict. We show that where entities expect... View Details
Keywords: Fair Value; Deprival Value; Contract Liabilities; Fair Value Accounting; Measurement and Metrics; Profit; Revenue Recognition; Assets; Performance Evaluation; Contracts
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Horton, Joanne, Richard H. Macve, and George Serafeim. "'Deprival Value' vs. 'Fair Value' Measurement for Contract Liabilities: How to Resolve the 'Revenue Recognition' Conundrum." Accounting and Business Research 41, no. 5 (2011): 491–514.
  • January–February 2023
  • Article

Data-Driven COVID-19 Vaccine Development for Janssen

By: Dimitris Bertsimas, Michael Lingzhi Li, Xinggang Liu, Jennings Xu and Najat Khan
The COVID-19 pandemic has spurred extensive vaccine research worldwide. One crucial part of vaccine development is the phase III clinical trial that assesses the vaccine for safety and efficacy in the prevention of COVID-19. In this work, we enumerate the first... View Details
Keywords: COVID-19; Health Testing and Trials; Forecasting and Prediction; AI and Machine Learning; Research; Pharmaceutical Industry
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Bertsimas, Dimitris, Michael Lingzhi Li, Xinggang Liu, Jennings Xu, and Najat Khan. "Data-Driven COVID-19 Vaccine Development for Janssen." INFORMS Journal on Applied Analytics 53, no. 1 (January–February 2023): 70–84.
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