Publications

November 2024 (Revised January 2025)
Case

MiDAS: Automating Unemployment Benefits

By: Shikhar Ghosh and Shweta Bagai

In 2015, the state of Michigan considered whether to nominate its Michigan Integrated Data Automated System (MiDAS) for a prestigious state technology award. Launched in 2013 amid severe budget pressures, the $47 million automated fraud detection system was designed to... View Details

01 Mar 2023
News

Clearing the Air

atoms. But what we can do is simple experiments and simulations to predict important properties of molecules, like how much it might cost to synthesize. The other part is using machine learning to connect... View Details

Keywords: April White and Dan Morrell; Illustrations by Richard Borge

Jeremy Yang

Jeremy Yang is an Assistant Professor of Business Administration in the Marketing Unit at Harvard Business School. He teaches Marketing in the MBA required curriculum. He develops data products for... View Details

Keywords: advertising; media; entertainment; information; consumer products

05 Oct 2016
What Do You Think?

Can the US Economy Regain the Growth and Prosperity of the Past?

graduates and former students who are exploring innovations such as battery technology, superconductivity, magnetism, and superintelligent computers. My feelings are buoyed when I read about a “second View Details

Keywords: by James Heskett

16 Oct 2019
Research & Ideas

Read Our Most Popular Stories of the Quarter

great customer service is no longer the responsibility of just one department. Creating the customer-centric organization. (12,182 visits) What Machine Learning Teaches Us about CEO Leadership Style Researchers use machine-learning to... View Details

Keywords: by Sean Silverthorne

2021
Chapter

Building Small Business Utopia: How Artificial Intelligence and Big Data Can Increase Small Business Success

By: Karen G. Mills and Annie Dang

Small business lending has remained unchanged for decades, laden with frictions and barriers that prevent many small businesses from accessing the capital they need to succeed. Financial technology, or “fintech,” promises to change this trajectory. In 2010, new fintech... View Details

Keywords: Big Data; Fintech; Artificial Intelligence; Small Business; Financing and Loans; Capital; Success; AI and Machine Learning; Analytics and Data Science

March 2022
Article

Winner Takes All? Tech Clusters, Population Centers, and the Spatial Transformation of U.S. Invention

By: Brad Chattergoon and William R. Kerr

U.S. invention has become increasingly concentrated around major tech centers since the 1970s, with implications for how much cities across the country share in concomitant local benefits. Is invention becoming a winner-takes-all race? We explore the rising spatial... View Details

Keywords: Clusters; Invention; Agglomeration; Artificial Intelligence; Innovation and Invention; Patents; Applications and Software; Industry Clusters; AI and Machine Learning

Find at Harvard

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July 2024
Case

Knowledge-Enabled Financial Advice: Digital Transformation at Edward Jones

By: Lauren Cohen, Richard Ryffel, Grace Headinger and Sophia Pan

Edward Jones, a wealth management advisory firm that prided itself on its interpersonal connections and face-to-face interactions, was eager to augment their services with AI capabilities. Built on 1-to-1 close-knit relationships, the firm had more than 15,000 offices... View Details

February 1999 (Revised March 2004)
Case

QI-TECH: A Chinese Technology Company for Sale

QI-TECH, is a Chinese manufacturer of precision coordinate measurement machines. A foreign investor who holds 50% of QI-TECH must negotiate a sale with its Chinese partner and a potential buyer (a large Western measurement machine company). For this purpose the foreign... View Details

Keywords: Machinery and Machining; Negotiation; Valuation; Joint Ventures; Financing and Loans; Manufacturing Industry; China

October 1999
Case

Intel Labs (B): A New Business Model for Commercializing Research in Photolithography

Intel deployed a creative business model to commercialize its EUV technology in photolithography. This model assigned intellectual property and machine priority in an industry consortium. View Details

Keywords: Commercialization; Operations; Research and Development

2023
Article

Towards Bridging the Gaps between the Right to Explanation and the Right to Be Forgotten

By: Himabindu Lakkaraju, Satyapriya Krishna and Jiaqi Ma

The Right to Explanation and the Right to be Forgotten are two important principles outlined to regulate algorithmic decision making and data usage in real-world applications. While the right to explanation allows individuals to request an actionable explanation for an... View Details

Keywords: Analytics and Data Science; AI and Machine Learning; Decision Making; Governing Rules, Regulations, and Reforms

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Web

Chinese Competition and Emerging Technologies - A Chronicle of the China Trade

40 In addition to adopting modern managerial and financial systems, the Chinese compradors played a significant role in the early industrialization of the country by investing their wealth in modern business enterprises, including... View Details

May 1991 (Revised April 2008)
Case

The Japanese Facsimile Industry in 1990

Japanese firms dominate the facsimile machine industry, accounting for more than 90% of worldwide sales. This case explores the reasons for this dominance. View Details

Keywords: Globalized Markets and Industries; Industry Structures; Business and Government Relations; Competition; Telecommunications Industry; Japan

October 2023
Teaching Note

Timnit Gebru: 'SILENCED No More' on AI Bias and The Harms of Large Language Models

By: Tsedal Neeley and Tim Englehart

Teaching Note for HBS Case No. 422-085. Dr. Timnit Gebru—a leading artificial intelligence (AI) computer scientist and co-lead of Google’s Ethical AI team—was messaging with one of her colleagues when she saw the words: “Did you resign?? Megan sent an email saying that... View Details

Keywords: Ethics; Employment; Corporate Social Responsibility and Impact; Technological Innovation; AI and Machine Learning; Diversity; Prejudice and Bias; Technology Industry

December 2018 (Revised March 2021)
Background Note

Modern Automation (A): Artificial Intelligence

By: William R. Kerr and James Palano

This primer is meant to be a field guide to the late 2010s' surge in business use of "Artificial Intelligence" (AI), or enterprise software based in machine learning. First, it provides an overview of the key trends—digitization, connectivity, the continuation of... View Details

Keywords: Artificial Intelligence; Digitization; Connectivity; Computing; Future Of Work; Automation; AI and Machine Learning

01 Dec 1998
News

Year 2000 Computer Problem and You: Disaster for Some, Lessons for All

buy a new computer, you don't throw away your old software. You may have a new machine that's running your software faster and faster, but the software was still written a while ago. Do you remember whether... View Details

01 Oct 1998
News

Andresen Becomes First European and First Exec. Ed. Graduate to Endow HBS Professorship

plants in Germany, Holland, and South Africa, "all with very little bank debt," according to Andresen. Its work force expanded from 70 to over 600, and the company enjoyed the highest productivity rate among... View Details

February 2016 (Revised July 2017)
Case

An Australian Ballot for California?

By: David Moss, Marc Campasano and Dean Grodzins

In early 1891, California lawmakers were considering a plan to reform the state's elections through the introduction of an “Australian” ballot. Under this new system, candidates from all qualifying parties would appear on official ballots, which would be printed by... View Details

Keywords: Voting; Ethics; Political Elections; Laws and Statutes; Change; California