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2025
Working Paper

Generative AI Use by Capital Market Information Intermediaries: Evidence from Seeking Alpha

By: Mark Bradshaw, Chenyang Ma, Benjamin Yost and Yuan Zou

We study the use of generative AI for firm-specific financial analysis on the Seeking Alpha platform. We find that, after the initial launch of ChatGPT in November 2022, the share of AI-generated articles rose sharply to 13.4% of all articles, then declined in late... View Details

Keywords: Generative Ai; Seeking Alpha; Equity Research; Large Language Models; Gpt; AI and Machine Learning; Information Publishing; Financial Markets

July 1995 (Revised September 1995)
Background Note

Technology for Teams

By: Lynda M. Applegate and Geoffrey Bock

The importance of groups in organizations has long been recognized but, until recently, groups were always "tacked onto" organizations that were designed around individuals. It was not just the logic of classical organizational theory that perpetuated this focus on the... View Details

Keywords: Information Technology; Groups and Teams

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October 1986 (Revised August 2015)
Case

Advanced Medical Technology Corporation

By: Thomas R. Piper and Steven Rogers

A loan officer must decide whether to lend $8 million to a rapidly growing high technology company. The company has had a series of relationships with three other banks. Reports from loan officers at these banks are mixed and raise questions as to the ease with which a... View Details

Keywords: Decision Making; Commercial Banking; Financing and Loans; Financial Condition; Technology Industry

October 1990 (Revised July 1991)
Case

Zenith: Marketing Research for High Definition Television (HDTV)

Managers at Zenith must decide what marketing research, if any, needs to be done now in order to assess market potential and consumer preference for a technological innovation, high definition television (HDTV) that is yet to be introduced. The case describes various... View Details

Keywords: Technological Innovation; Research; Marketing; Television Entertainment; Electronics Industry

August 2012 (Revised August 2013)
Background Note

Competency-Destroying Technology Transitions: Why the Transition to Digital Is Particularly Challenging

Some technology transitions are exceedingly difficult for incumbent firms to execute. The bankruptcy filing by the Eastman Kodak Company highlighted the difficulty companies faced when their core business transitioned from an analog to a digital world. Kodak's business... View Details

October 1988 (Revised May 1989)
Case

General Electric: Consumer Electronics Group

By: David J. Collis and Nancy Donohue

Highlights the General Electric takeover of RCA and the consolidation of the two companies' consumer electronic groups. Starting first with a history of the television industry in the United States, Europe, and Japan, and then a brief discussion of the main competitors... View Details

Keywords: Competition; Markets; Business Strategy; Consumer Products Industry; Electronics Industry

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September 2013
Case

Advanced Leadership Pathways: General Gale Pollock and Services for the Vision Impaired

By: Rosabeth Moss Kanter, Juliane Calingo Schwetz and Patricia Bissett Higgins

In July 2012, retired United States Army Major General Gale Pollock created Elevivo, a venture that worked on developing a comprehensive disease management software system to support the growing number of visually impaired individuals by providing them with tailored... View Details

Keywords: United States; Health Care; Health Care Education; Insurance Companies; Disease Management; Technology; Military; Leadership Skills; Health; Health Care and Treatment; Education; Insurance; Information Technology; Entrepreneurship; Leadership; Information Technology Industry; Information Technology Industry; United States

2025
Working Paper

Too Much, Too Soon? Early Funding, Technological Unconventionality, and Innovation Capabilities

By: Harsh Ketkar and Maria Roche

The availability of financial resources significantly shapes firm innovation outcomes, especially for early-stage, innovation-focused technology firms. However, prior research has provided conflicting findings about this relationship: On the one hand, resource... View Details

Keywords: Startups; Technology Strategy; Novelty; Unconventionality; Resource Constraints; Early Stage Firms; Business Startups; Technological Innovation; Entrepreneurial Finance

June 2016
Case

The Wealthfront Generation

By: Luis Viceira and Allison Ciechanover

Keywords: Automated Investment Advisor; Millennials; Fintech; Customers; Asset Management; Internet and the Web; Age; Investment; Business Startups; California

March 2004 (Revised June 2010)
Case

Akamai Technologies

By: Benjamin Edelman, Thomas R. Eisenmann and Eric J. Van den Steen

As the leading content delivery network, Akamai helps Internet companies deliver Web site content to end users with fewer delays and lower costs. Describes the strategic management challenges facing Akamai in early 2004. The company is poised to offer its next... View Details

Keywords: Digital Platforms; Partners and Partnerships; Strategy; Internet and the Web; Information Infrastructure

December 2005 (Revised April 2011)
Case

General Electric's 20th Century CEOs

By: Nitin Nohria, Anthony Mayo and Mark Benson

General Electric thrived in every decade of the 20th century. Since its founding in 1892, GE has placed a high value on picking and training the best people. Staff members worked with other scientists in the company's research lab to design and manufacture new and... View Details

Keywords: Business History; Leadership Style; Growth and Development Strategy; Management Style

July 2024
Article

Chatbots and Mental Health: Insights into the Safety of Generative AI

By: Julian De Freitas, Ahmet Kaan Uğuralp, Zeliha Uğuralp and Stefano Puntoni

Chatbots are now able to engage in sophisticated conversations with consumers. Due to the ‘black box’ nature of the algorithms, it is impossible to predict in advance how these conversations will unfold. Behavioral research provides little insight into potential safety... View Details

Keywords: Autonomy; Chatbots; New Technology; Brand Crises; Mental Health; Large Language Model; AI and Machine Learning; Behavior; Well-being; Technological Innovation; Ethics

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January 2002 (Revised October 2005)
Case

General Electric Medical Systems 2002

By: Tarun Khanna and James Weber

Discusses one of General Electric's flagship divisions--the world's leading provider of medical diagnostic imaging equipment. Provides an opportunity to examine a multinational confronting massive technological and demographic changes around the world. Genomics has... View Details

Keywords: Information Technology; Business Model; Change Management; Multinational Firms and Management; Genetics; Customer Value and Value Chain; Age; Medical Devices and Supplies Industry; China; United States

Person Page

Educational Technology

Streamlined Real-Time Slide Generation and Editing

Lets an instructor build slides during class, based on class discussion -- "the chalkboard alternative." Student view offers a clean display with no distracting details (no menus, toolbars, or the... View Details

2025
Working Paper

Trade and Industrial Policy in Supply Chains: Directed Technological Change in Rare Earths

By: Laura Alfaro, Harald Fadinger, Jay Schymik and Gede Virananda

Trade and industrial policies, while primarily intended to support domestic industries, may unintentionally stimulate technological progress abroad. We document this mechanism in the case of rare earth elements (REEs)—critical inputs for manufacturing at the knowledge... View Details

Keywords: Industrial Policy; Global Value Chains; Directed Technological Change; Input-output Linkages; Innovation; Trade; Metals and Minerals; Technological Innovation; Supply Chain; Technology Industry

11 Apr 2012
Research & Ideas

The High Risks of Short-Term Management

allocation. Investors who care about the volatility of their portfolio should factor in their decisions the time horizon of the corporation. That generates a need for more data that help investors separate companies that are... View Details

Keywords: by Sean Silverthorne; Financial Services

TeachingInterests

Strategy and Technology (Elective Curriculum)

By: David B. Yoffie

This course explores the unique aspects of creating effective management and investment strategies for technology-intensive businesses. What strategies can win in markets with strong network effects? How can firms leverage technology to build multi-sided platforms?... View Details

March 2024
Teaching Note

'Storrowed': A Generative AI Exercise

By: Mitchell Weiss

Teaching Note for HBS Exercise No. 824-188. “Storrowed” is an exercise to help participants raise their proficiency with generative AI. It begins by highlighting a problem: trucks getting wedged underneath bridges in Boston, Massachusetts on the city’s Storrow Drive.... View Details

Keywords: AI and Machine Learning; Entrepreneurship; Innovation and Invention; Government Administration; Transportation Industry; Public Administration Industry

October 2003 (Revised February 2004)
Case

Dividend Policy at Linear Technology

By: Malcolm P. Baker and Alison Berkley Wagonfeld

In 1992, Linear Technology, a designer and manufacturer of analog semiconductors, initiated a dividend. The firm increased its dividend by approximately $0.01 per share each year thereafter. In fiscal year 2002, Linear experienced its first significant drop in sales... View Details

Keywords: Financial Strategy; Investment Return; Financial Condition; Taxation; Initial Public Offering; Financial Management; Semiconductor Industry

09 Jan 2017
News

Obama’s Technology Legacy

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