Publications

26 Sep 2016
News

Letters from Prison

June 2025
Case

Accounting for OpenAI at Microsoft

By: Jonas Heese, Joseph Pacelli, Nicole Zelazko and Michael Norris

In early 2025, Microsoft was evaluating the impact of its $14 billion investment in OpenAI. As OpenAI’s computing needs expanded, Microsoft positioned Azure as the exclusive provider for training and inference of their large language models. Despite the scale of the... View Details

Keywords: Accounting; Financial Reporting; Revenue Recognition; Corporate Finance; Capital; Investment; Revenue; AI and Machine Learning; Valuation; Governance; Technology Industry; Financial Services Industry; Web Services Industry; Information Technology Industry; United States

October 2024 (Revised June 2025)
Case

Nvidia

By: Andy Wu and Matt Higgins

This case study examines Nvidia's strategic pivot from gaming GPUs to becoming a leader in general-purpose computing and AI. It explores how Nvidia leveraged its GPU architecture to dominate the growing fields of data center acceleration and AI training, outpacing... View Details

Keywords: Strategy; Technological Innovation; AI and Machine Learning; Product Development; Manufacturing Industry; Technology Industry; Electronics Industry; United States; China; Taiwan

July 1991 (Revised September 1995)
Case

Eastman Kodak Co.: Managing Information Systems Through Strategic Alliances

By: Lynda M. Applegate

In January 1988, Colby Chandler, Kodak CEO, created the Corporate Information Systems (CIS) and appointed Katherine Hudson head. She at once became the first head of IT and first woman corporate vice president in the company. Throughout 1989, Hudson inaugurated a... View Details

Keywords: Corporate Strategy; Information Technology; Partners and Partnerships; Organizational Structure; Success; Trends; Information Management; Service Operations; Manufacturing Industry

2009
Case

Midland Energy Resources, Inc.: Cost of Capital: Brief Case No. 4129.

By: Timothy A. Luehrman and Joel L. Heilprin

The senior vice president of project finance for a global oil and gas company must determine the weighted average cost of capital for the company as a whole and each of its divisions as part of the annual capital budgeting process. The case uses comparable companies to... View Details

Keywords: Capital Budgeting; Cost of Capital; Energy Industry

February 2004 (Revised January 2005)
Case

Hewlett-Packard: Culture in Changing Times

By: Michael Beer, Rakesh Khurana and James Weber

HP had been a highly successful and respected company for decades. It was well known for its company culture and management practices--the HP way--which emphasized both profits and people. Changing markets, strong competitors, and the growth of its computer business,... View Details

Keywords: Acquisition; Decision Choices and Conditions; Human Resources; Leading Change; Managerial Roles; Organizational Change and Adaptation; Organizational Culture; Performance Effectiveness; Adoption; Competition

06 Mar 2016
News

From the Net to the Masses

2023
Working Paper

Complexity and Time

By: Benjamin Enke, Thomas Graeber and Ryan Oprea

We provide experimental evidence that core intertemporal choice anomalies -- including extreme short-run impatience, structural estimates of present bias, hyperbolicity and transitivity violations -- are driven by complexity rather than time or risk preferences. First,... View Details

Keywords: Decision Choices and Conditions; Motivation and Incentives

Find at Harvard

14 Aug 2017
Conference Presentation

A Convex Framework for Fair Regression

By: Richard Berk, Hoda Heidari, Shahin Jabbari, Matthew Joseph, Michael J. Kearns, Jamie Morgenstern, Seth Neel and Aaron Roth

We introduce a flexible family of fairness regularizers for (linear and logistic) regression problems. These regularizers all enjoy convexity, permitting fast optimization, and they span the range from notions of group fairness to strong individual fairness. By varying... View Details

Keywords: Regression Models; Machine Learning; Fairness; Framework; Mathematical Methods

Read Now

June 2016 (Revised August 2019)
Case

Numenta: Inventing and (or) Commercializing AI

By: David B. Yoffie, Liz Kind and David Ben Shimol

In March 2016, Donna Dubinsky (co-founder and CEO) and Jeff Hawkins (co-founder) were struggling with a key question: Could Numenta be successful in both creating fundamental technology and building a commercial business? Located in Redwood City, CA, Numenta was... View Details

Keywords: Artificial Intelligence; Machine Intelligence; Machine Learning; Strategy; Business Model; Entrepreneurship; Information; Technological Innovation; Research; Research and Development; Information Technology; Applications and Software; Technology Adoption; Digital Platforms; Commercialization; AI and Machine Learning

May 2003 (Revised October 2003)
Case

BEA Systems, Inc.: Constant Reinvention to Cope with Market Waves

Developed in 1995 as a specialist software vendor, BEA Systems, Inc. had already transformed itself twice from a transaction processing product company to a server application provider. By July 2002, it had become the fastest company in history to reach $1 billion in... View Details

Keywords: Organizational Change and Adaptation; Digital Platforms; Business Growth and Maturation; Management Practices and Processes; Applications and Software; Entrepreneurship; Organizational Culture; Web Services Industry; Information Technology Industry

Find at Harvard

May 2008 (Revised December 2010)
Case

Chi Mei Optoelectronics

By: Willy C. Shih, Chintay Shih, Jyun-Cheng Wang and Ho Howard Yu

Chi Mei is a Taiwanese industrial group that makes a major diversification into the technology intensive TFT-LCD flat panel display industry. Because the diversification is far away from its core competence in petrochemicals, it is an opportunity to examine how the... View Details

Keywords: Globalized Firms and Management; Supply Chain; Corporate Strategy; Diversification; Information Technology; Electronics Industry; Manufacturing Industry; China; South Korea; Taiwan

Richard F. Meyer is Professor of Business Administration at the Harvard Business School. Professor Meyer received his Ph.D. from Harvard University and spent the first ten years of his career in the Management Services Division of Arthur D. Little, Inc., serving as a... View Details

Web

PhD Programs - Doctoral

quantitative marketing borrows from computer science, microeconomics, and statistics to offer guidelines for a firm’s marketing strategies. Experimental work in consumer behavior aims to understand the psychological and social motivations... View Details

November 2015 (Revised May 2016)
Case

Aspiring Minds

By: Karim R. Lakhani, Marco Iansiti and Christine Snively

By 2015, India-based employment assessment and certification provider Aspiring Minds had helped facilitate over 300,000 job matches through its assessment tools. Aspiring Minds' flagship product, the Aspiring Minds Computer Adaptive Test (AMCAT), used machine learning... View Details

Keywords: Information Technology; Strategy; Higher Education; Technological Innovation; Employment; Technology Industry; India; China

February 2004
Case

New HP, The: The Clean Room and Beyond

By: Leslie A. Perlow and Elizabeth Kind

When the $19 billion merger of Silicon Valley legend Hewlett-Packard and Houston-based PC giant Compaq Computer Corp. legally closed on May 3, 2002, both companies had already devoted an immense amount of time preparing for the challenges that lay ahead. Chief among... View Details

Keywords: Horizontal Integration; Management Teams; Management Style; Problems and Challenges; Employees; Organizational Culture; Computer Industry; San Francisco