Publications

Read Now

February 2020 (Revised August 2020)
Case

Catalant's Operating System for the Future of Work

By: Christopher Stanton, William R. Kerr, James Palano and Kendall Smith

This case touches on the topics of project-based work, agile methodology, and skill and talent management through Catalant's evolution as a company. Catalant’s journey to becoming a software platform and talent marketplace provides context for students to explore new... View Details

Keywords: Entrepreneurship; Information Technology; Talent and Talent Management; Business Model; Transformation

2023
Article

Which Models Have Perceptually-Aligned Gradients? An Explanation via Off-Manifold Robustness

By: Suraj Srinivas, Sebastian Bordt and Himabindu Lakkaraju

One of the remarkable properties of robust computer vision models is that their input-gradients are often aligned with human perception, referred to in the literature as perceptually-aligned gradients (PAGs). Despite only being trained for classification, PAGs cause... View Details

Keywords: AI and Machine Learning; Mathematical Methods

Read Now

09 Mar 2016
Lessons from the Classroom

In This Classroom, Beer Can Improve Your Grade

other numbers. They turned to HBS’s Information Technology group to implement the model, with versions going back and forth as they calibrated and set hundreds of parameters for the game. About 20 people worked on the project, and... View Details

Keywords: by Roberta Holland; Education; Food & Beverage

February 2021
Tutorial

What is AI?

By: Tsedal Neeley

This video explores the elements that constitute artificial intelligence (AI). From its mathematical basis to current advances in AI, this video introduces students to data, tools, and statistical models that make a computer 'intelligent.' Through an explanation of... View Details

Keywords: Artificial Intelligence; Digital; Technological Innovation; Leadership; AI and Machine Learning; Mathematical Methods

December 2020 (Revised April 2021)
Case

IBM Watson at MD Anderson Cancer Center

By: Shane Greenstein, Mel Martin and Sarkis Agaian

After discovering that their cancer diagnostic tool, designed to leverage the cloud computing power of IBM Watson, needed greater integration into the clinical processes at the MD Anderson Cancer Center, the development team had difficult choices to make. The Oncology... View Details

Keywords: Decision Making; Innovation Strategy; Knowledge Management; Knowledge Use and Leverage; Operations; Failure; Information Technology; Applications and Software; Health Care and Treatment; Product Development; Information Technology Industry; Information Technology Industry; Information Technology Industry; United States; Houston; Texas

November 2016 (Revised July 2019)
Case

Lenovo to Buy IBM PC: Integration Challenges

By: David G. Fubini and Christine Snively

In December 2004, Chinese computer manufacturer Lenovo announced its purchase of IBM’s PC division. At the time, few industry observers were optimistic about the merger of these entities with seemingly opposite company cultures. How should the two entities plan to... View Details

Keywords: Integration; Strategy; Organizational Culture; Computer Industry; Computer Industry; United States; China

November–December 2023
Article

Look the Part? The Role of Profile Pictures in Online Labor Markets

By: Isamar Troncoso and Lan Luo

Profile pictures are a key component of many freelancing platforms, a design choice that can impact hiring and matching outcomes. In this paper, we examine how appearance-based perceptions of a freelancer’s fit for the job (i.e., whether a freelancer "looks the part"... View Details

Keywords: Freelancers; Gig Workers; Demographics; Prejudice and Bias; Selection and Staffing; Jobs and Positions; Analytics and Data Science

Find at Harvard

April 1986 (Revised December 1988)
Case

Massimo Menichetti

Examines different alternatives for the introduction of telemation and computer aided design in a small firm. The issues involve what extent of cooperation is required by different firms so that a telecommunicative interchange between them becomes effective. View Details

Keywords: Communication Technology; Cooperation

June 2020
Teaching Note

Catalant's Operating System for the Future of Work

By: Christopher Stanton, William R. Kerr, James Palano and Kendall Smith

This case touches on the topics of project-based work, agile methodology, and skill and talent management through Catalant's evolution as a company. Catalant’s journey to becoming a software platform and talent marketplace provides context for students to explore new... View Details

Keywords: Talent and Talent Management; Transformation; Business Startups

Roberto Verganti is in the Technology and Operations Management Unit at Harvard Business School. He teaches Design Theory and Practice for the double degree program MS/MBA conducted jointly by the Harvard Business School and the... View Details

Keywords: computer; computer; computer; computer; computer; computer; computer; computer; computer; computer; computer; computer; computer; computer; computer

21 Aug 2019
Research & Ideas

What Machine Learning Teaches Us about CEO Leadership Style

performance. “Machine learning is able to utilize data that is both large in size, but also in a different form than what would traditionally fit into an Excel spreadsheet,” says Harvard Business School’s Prithwiraj (Raj) Choudhury, the Lumry Family Associate Professor... View Details

Keywords: by Michael Blanding

September 1996
Case

Silicon Graphics, Inc. (B)

By: Marco Iansiti and Alan D. MacCormack

After the release of the "Challenge" computer in 1993, Silicon Graphics executives meet to discuss the follow-up project. Should they pursue an incremental improvement to the Challenge, or opt for a radically new design recently demonstrated at Stanford University? View Details

Keywords: Decisions; Technological Innovation; Management Practices and Processes; Product Development; Hardware; Computer Industry

November 1990 (Revised September 1991)
Case

The Transformation of IBM

By: Andrall E. Pearson and David B. Yoffie

John Akers, IBM's chairman, must confront how to transform a $60 billion, full line, global computer company that is the leader in every market it serves, yet losing share across the board. The case explores senior management's perspective on the process of... View Details

Keywords: Organizational Change and Adaptation; Transformation; Corporate Strategy; Adoption; Management Teams; Information Infrastructure; Information Technology; Multinational Firms and Management; Computer Industry

18 Jun 2001
Research & Ideas

When In-House Research Isn’t Enough

Advanced Management Program and a founding member of Intel. Now executive vice president of that corporation, he is also president of Intel Capital, a corporate venture capital unit investing in companies in this country and companies abroad whose new products and... View Details

Keywords: by Jim Aisner

April 1993 (Revised May 1994)
Case

Prodigy Services Company (A)

By: Lynn S. Paine

Top executives of Prodigy Services Co. must decide how to respond when publicly accused of allowing anti-Semitic messages to be posted on the electronic bulletin boards of the company's interactive computer service. Can they defend free expression while at the same... View Details

Keywords: Ethics; Values and Beliefs; Communication Intention and Meaning; Information Technology; Decision Making; Law; Management Teams; Information Technology Industry

September 2023 (Revised April 2024)
Case

Atomwise: Strategic Opportunities in AI for Pharma

By: Satish Tadikonda

Abraham Heifets and his co-founder, Izhar Wallach, had founded Atomwise to develop i) an AI engine to transform drug discovery by creating better medicines faster, and ii) a machine learning-based discovery engine that combined the power of convolutional neural... View Details

Keywords: Business Model; Business Startups; AI and Machine Learning; Science-Based Business; Technological Innovation; Biotechnology Industry; Pharmaceutical Industry

June 2011 (Revised July 2012)
Case

Reversing the AMD Fusion Launch

By: Elie Ofek and Ryan Johnson

AMD management needs to make a critical decision on the launch sequence of its next-generation technology called Fusion. The Fusion processor concept merges the central and graphics processing units (CPU and GPU) onto one chip-- yielding advantages in performance... View Details

Keywords: Brands and Branding; Marketing Strategy; Product Launch; Performance Effectiveness; Strategic Planning; Competition; Value Creation; Computer Industry; Computer Industry

2009
Working Paper

Informed and Interconnected: A Manifesto for Smarter Cities

By: Rosabeth Moss Kanter and Stanley S. Litow

The need for a fresh approach to U.S. communities is more urgent than ever because of the biggest global economic crisis since the Great Depression. Through examination of the barriers to solving urban problems (and the ways they reinforce each other), this paper... View Details

Keywords: Transformation; Investment; Urban Scope; Leadership; Safety; Civil Society or Community; Technology Networks; United States