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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.
  • 2022
  • Blog Post

Leading Successful Digital Transformation

By: Sunil Gupta
Keywords: Digital Strategy; Digital Transformation
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Gupta, Sunil. "Leading Successful Digital Transformation." HBS Executive Education Leadership Insights Blog (2022). https://www.exed.hbs.edu/blog/post/leading-successful-digital-transformation.
  • May 2023
  • Article

Competition in Pricing Algorithms

By: Zach Y. Brown and Alexander J. MacKay
We document new facts about pricing technology using high-frequency data, and we examine the implications for competition. Some online retailers employ technology that allows for more frequent price changes and automated responses to price changes by rivals. Motivated... View Details
Keywords: Pricing Algorithms; Pricing Frequency; Commitment; Online Competition; Price; Information Technology; Competition
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Brown, Zach Y., and Alexander J. MacKay. "Competition in Pricing Algorithms." American Economic Journal: Microeconomics 15, no. 2 (May 2023): 109–156.
  • 26 Apr 2020
  • Other Presentation

Towards Modeling the Variability of Human Attention

By: Kuno Kim, Megumi Sano, Julian De Freitas, Daniel Yamins and Nick Haber
Children exhibit extraordinary exploratory behaviors hypothesized to contribute to the building of models of their world. Harnessing this capacity in artificial systems promises not only more flexible technology but also cognitive models of the developmental processes... View Details
Keywords: Exploratory Learning Behaviors; Modeling; Artificial Intelligence; AI and Machine Learning
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Kim, Kuno, Megumi Sano, Julian De Freitas, Daniel Yamins, and Nick Haber. "Towards Modeling the Variability of Human Attention." In Bridging AI and Cognitive Science (BAICS) Workshop. 8th International Conference on Learning Representations (ICLR), April 26, 2020.
  • Article

Fast Generalized Subset Scan for Anomalous Pattern Detection

By: Edward McFowland III, Skyler Speakman and Daniel B. Neill
We propose Fast Generalized Subset Scan (FGSS), a new method for detecting anomalous patterns in general categorical data sets. We frame the pattern detection problem as a search over subsets of data records and attributes, maximizing a nonparametric scan statistic... View Details
Keywords: Pattern Detection; Anomaly Detection; Knowledge Discovery; Bayesian Networks; Scan Statistics; Analytics and Data Science
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McFowland III, Edward, Skyler Speakman, and Daniel B. Neill. "Fast Generalized Subset Scan for Anomalous Pattern Detection." Art. 12. Journal of Machine Learning Research 14 (2013): 1533–1561.
  • 2019
  • Working Paper

Design Rules, Volume 2: How Technology Shapes Organizations: Chapter 15 The IBM PC

By: Carliss Y. Baldwin
The IBM PC was the first digital computer platform that was open by as a matter of strategy, not necessity. The purpose of this chapter is to understand the IBM PC as a technical system and set of organization choices in light of the theory of how technology shapes... View Details
Keywords: IBM; Personal Computer; Digital Platforms; System; Strategy
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Baldwin, Carliss Y. "Design Rules, Volume 2: How Technology Shapes Organizations: Chapter 15 The IBM PC." Harvard Business School Working Paper, No. 19-074, January 2019.
  • Article

Sales Productivity, Not Just Sales Technology

By: Frank V. Cespedes
This article discusses the reasons behind the rapidly increasing investments in “Sales Enablement” (SE) technology, including the declining costs of that technology, a change in company cost structures, and a consequent shift in the focus of productivity improvements... View Details
Keywords: Sales; Information Technology; Performance Productivity
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Cespedes, Frank V. "Sales Productivity, Not Just Sales Technology." Top Sales Magazine (August 2017), 22–23.
  • August 2015 (Revised May 2017)
  • Case

TSG Hoffenheim: Football in the Age of Analytics

By: Feng Zhu, Karim R. Lakhani, Sascha L. Schmidt and Kerry Herman
In 2015, Dietmar Hopp, owner of Germany's Bundesliga football team TSG Hoffenheim and co-founder of the global enterprise software company SAP, was considering how to ensure long-term sustainability and competitiveness for TSG Hoffenheim. While historically a small... View Details
Keywords: Information Technology; Measurement and Metrics; Sports; Sports Industry
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Zhu, Feng, Karim R. Lakhani, Sascha L. Schmidt, and Kerry Herman. "TSG Hoffenheim: Football in the Age of Analytics." Harvard Business School Case 616-010, August 2015. (Revised May 2017.)
  • September 2009
  • Article

Finance and Politics: A Review Essay Based on Kenneth Dam's Analysis of Legal Traditions in The Law-Growth Nexus

By: Mark J. Roe and Jordan I. Siegel
Strong financial markets are widely thought to propel economic development, with many in finance seeing legal tradition as fundamental to protecting investors sufficiently for finance to flourish. Kenneth Dam finds that the legal tradition view inaccurately portrays... View Details
Keywords: Financial Development; Economic Development; Kenneth Dam; Finance; Government and Politics; Information; Law
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Roe, Mark J., and Jordan I. Siegel. "Finance and Politics: A Review Essay Based on Kenneth Dam's Analysis of Legal Traditions in The Law-Growth Nexus." Journal of Economic Literature 47, no. 3 (September 2009): 781–800. (Strong financial markets are widely thought to propel economic development, with many in finance seeing legal tradition as fundamental to protecting investors sufficiently for finance to flourish. Kenneth Dam finds that the legal tradition view inaccurately portrays how legal systems work, how laws developed historically, and how government power is allocated in the various legal traditions. Yet, after probing the legal origins' literature for inaccuracies, Dam does not deeply develop an alternative hypothesis to explain the world's differences in financial development. Nor does he challenge the origins core data, which could be origins' trump card. Hence, his analysis will not convince many economists, despite that his legal learning suggests conceptual and factual difficulties for the legal origins explanations. Yet, a dense political economy explanation is already out there and the origins-based data has unexplored weaknesses consistent with Dam's contentions. Knowing if the origins view is truly fundamental, flawed, or secondary is vital for financial development policy making because policymakers who believe it will pick policies that imitate what they think to be the core institutions of the preferred legal tradition. But if they have mistaken views, as Dam indicates they might, as to what the legal traditions' institutions really are and which types of laws are effective, or what is really most important to financial development, they will make policy mistakes—potentially serious ones.)
  • January 2004
  • Background Note

Beyond the IT Monolith

By: Marco Iansiti and Gregg Rotenberg
Leading companies are employing a radical new approach to IT--an approach that points the way to a new model of software architecture and deployment. These companies' successes seem to indicate that the problems IT critics have correctly identified are not, in fact,... View Details
Keywords: Information Technology; Business Processes; Change
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Iansiti, Marco, and Gregg Rotenberg. "Beyond the IT Monolith." Harvard Business School Background Note 604-070, January 2004.
  • September 1993 (Revised January 2007)
  • Case

British Satellite Broadcasting versus Sky Television

Describes the rivalry between two competitors who have attempted to become the dominant force in the emerging British satellite television industry. Can be used to examine issues of competitive positioning, technology adoption, and scenario analysis. Helps students... View Details
Keywords: Competition; Technology Adoption; Telecommunications Industry; Great Britain
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Ghemawat, Pankaj. "British Satellite Broadcasting versus Sky Television." Harvard Business School Case 794-031, September 1993. (Revised January 2007.)
  • June 2007
  • Article

Implementing New Practices: An Empirical Study of Organizational Learning in Hospital Intensive Care Units

By: A. L. Tucker, I. Nembhard and A. C. Edmondson
Keywords: Practice; Organizations; Learning; Health; Information; Health Industry
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Tucker, A. L., I. Nembhard, and A. C. Edmondson. "Implementing New Practices: An Empirical Study of Organizational Learning in Hospital Intensive Care Units." Management Science 53, no. 6 (June 2007): 894–907.
  • May–June 1995
  • Article

Rehabilitating the Leveraged Buyout: A Look at Clayton, Dubilier and Rice

By: W. C. Kester and T. A. Luehrman
Keywords: Leveraged Buyouts; Information
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Kester, W. C., and T. A. Luehrman. "Rehabilitating the Leveraged Buyout: A Look at Clayton, Dubilier and Rice." Harvard Business Review 73, no. 3 (May–June 1995): 119–130.
  • March 2006
  • Book Review

Review of Capitalism, Social Privilege and Managerial Ideologies, by Ernesto R. Gantman. Hampshire: Ashgate Publishing, 2005.

By: Rakesh Khurana
Keywords: Economic Systems; Society; Management; Information
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Khurana, Rakesh. "Review of Capitalism, Social Privilege and Managerial Ideologies, by Ernesto R. Gantman. Hampshire: Ashgate Publishing, 2005." American Journal of Sociology 111, no. 5 (March 2006): 1608–1611.
  • 2003
  • Book

Women Entrepreneurs, Their Ventures, and The Venture Capital Industry: An Annotated Bibliography.

By: Elizabeth Gatewood, Nancy M. Carter, Candida G. Brush, Patricia G. Greene and Myra M. Hart
Keywords: Entrepreneurship; Gender; Business Ventures; Information
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Gatewood, Elizabeth, Nancy M. Carter, Candida G. Brush, Patricia G. Greene, and Myra M. Hart. Women Entrepreneurs, Their Ventures, and The Venture Capital Industry: An Annotated Bibliography. Stockholm: Entrepreneurship and Small Business Research Institute (ESBRI), 2003.
  • September 1974
  • Article

Repeated Games of Incomplete Information: The Symmetric Case

By: Elon Kohlberg and Shmuel Zamir
Keywords: Games, Gaming, and Gambling; Information
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Kohlberg, Elon, and Shmuel Zamir. "Repeated Games of Incomplete Information: The Symmetric Case." Annals of Statistics 2, no. 5 (September 1974): 1040–1041.
  • 2001
  • Chapter

From the Technology Cycle to the Entrepreneurship Dynamic: Placing Dominant Designs in Social Context

By: J. Murmann and M. Tushman
Keywords: Entrepreneurship; Information Technology; Organizational Design
Citation
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Murmann, J., and M. Tushman. "From the Technology Cycle to the Entrepreneurship Dynamic: Placing Dominant Designs in Social Context." In The Entrepreneurship Dynamic: The Origins of Entrepreneurship and Its Role in Industry Evolution, edited by K. Schoonhoven and E. Romanelli, 178–203. Stanford University Press, 2001.
  • October 1985 (Revised December 1989)
  • Case

CompuServe (B)

By: James L. Heskett
Keywords: Internet and the Web; Web Services Industry
Citation
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Heskett, James L. "CompuServe (B)." Harvard Business School Case 386-095, October 1985. (Revised December 1989.)
  • July 2002
  • Article

Asset Accumulation, Interdependence and Technological Change: Evidence from Pharmaceutical Drug Discovery

By: Stefan Thomke and Walter Kuemmerle
Keywords: Assets; Information Technology; Change; Health
Citation
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Thomke, Stefan, and Walter Kuemmerle. "Asset Accumulation, Interdependence and Technological Change: Evidence from Pharmaceutical Drug Discovery." Strategic Management Journal 23, no. 7 (July 2002): 619–635.
  • 20 May 2021
  • News

New Leadership at Educational Initiatives

Keywords: edtech; leadership; India; Educational Services
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