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  • 2020
  • Working Paper

Design in the Age of Artificial Intelligence

By: Roberto Verganti, Luca Vendraminelli and Marco Iansiti
Artificial Intelligence (AI) is affecting the scenario in which innovation takes place. What are the implications for our understanding of design? Is AI just another digital technology that, akin to many others, will not significantly question what we know about... View Details
Keywords: Artificial Intelligence; Design Thinking; Technological Innovation; Design; Change; Theory; AI and Machine Learning
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Verganti, Roberto, Luca Vendraminelli, and Marco Iansiti. "Design in the Age of Artificial Intelligence." Harvard Business School Working Paper, No. 20-091, February 2020.
  • 13 Jun 2018
  • Working Paper Summaries

Learning to Become a Taste Expert

Keywords: by Kathryn A. Latour and John A. Deighton; Food & Beverage
  • November 2023 (Revised April 2024)
  • Case

Khanmigo: Revolutionizing Learning with GenAI

By: William A. Sahlman, Allison M. Ciechanover and Emily Grandjean
Already a leader in the edtech space since its 2008 launch, Khan Academy was now one of the first edtech organizations to embrace generative artificial intelligence ("genAI"). In March 2023, Khan Academy began beta testing Khanmigo, a genAI “guide” and tutor built with... View Details
Keywords: Technology Adoption; Leading Change; Entrepreneurship; Risk and Uncertainty; Education; AI and Machine Learning; Corporate Social Responsibility and Impact; Education Industry; Technology Industry; United States; San Francisco
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Sahlman, William A., Allison M. Ciechanover, and Emily Grandjean. "Khanmigo: Revolutionizing Learning with GenAI." Harvard Business School Case 824-059, November 2023. (Revised April 2024.)
  • 31 Jul 2013
  • Working Paper Summaries

Learning from Double-Digit Growth Experiences

Keywords: by Eric D. Werker
  • 11 Mar 2014
  • Working Paper Summaries

Return Migration and Geography of Innovation in MNEs: A Natural Experiment of On-the-Job Learning of Knowledge Production by Local Workers Reporting to Return Migrants

Keywords: by Prithwiraj Choudhury; Technology
  • 08 Jul 2015
  • What Do You Think?

Do Americans Work Too Much and Think About Work Too Little?

men have to find ways of coping as well, often by organizing their work differently or, with help from new technologies, deceiving others into thinking they are on the job when they aren't. The assumption is... View Details
Keywords: by James Heskett; Financial Services
  • 21 May 2001
  • Research & Ideas

From Tigers to Kaleidoscopes: Thinking About Future Leadership

(Financial Times/Prentice Hall 2000). Edited by Subir Chowdhury, a consultant and author specializing in quality management, the book pulls together practical and accessible essays by twenty-six leading-edge... View Details
Keywords: by Martha Lagace
  • 2021
  • Working Paper

Entrepreneurial Learning and Strategic Foresight

By: Aticus Peterson and Andy Wu
We study how learning by experience across projects affects an entrepreneur's strategic foresight. In a quantitative study of 314 entrepreneurs across 722 crowdfunded projects supplemented with a program of qualitative interviews, we counterintuitively find that... View Details
Keywords: Experience; Interdependency; Strategic Foresight; Crowdfunding; Timeline; Delay; Forecasting; Entrepreneurship; Learning; Complexity; Forecasting and Prediction; Product Development; Planning
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Peterson, Aticus, and Andy Wu. "Entrepreneurial Learning and Strategic Foresight." Harvard Business School Working Paper, No. 21-123, January 2021. (Revised May 2021.)
  • December 2021
  • Article

Entrepreneurial Learning and Strategic Foresight

By: Aticus Peterson and Andy Wu
We study how learning by experience across projects affects an entrepreneur's strategic foresight. In a quantitative study of 314 entrepreneurs across 722 crowdfunded projects supplemented with a program of qualitative interviews, we counterintuitively find that... View Details
Keywords: Crowdfunding; Experience; Prediction; Timeline; Complexity; Entrepreneurship; Learning; Experience and Expertise; Forecasting and Prediction
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Peterson, Aticus, and Andy Wu. "Entrepreneurial Learning and Strategic Foresight." Art. 1. Strategic Management Journal 42, no. 13 (December 2021): 2357–2388. (Lead article.)
  • 26 Mar 2007
  • Research & Ideas

Learning from Failed Political Leadership

international objectives are in jeopardy today. To the extent that business strategies are based on these same erroneous notions, they are also at great risk. Q: What can a business executive learn about leadership from your research? A:... View Details
Keywords: by Martha Lagace
  • 2020
  • Working Paper

Is Accounting Useful for Forecasting GDP Growth? A Machine Learning Perspective

By: Srikant Datar, Apurv Jain, Charles C.Y. Wang and Siyu Zhang
We provide a comprehensive examination of whether, to what extent, and which accounting variables are useful for improving the predictive accuracy of GDP growth forecasts. We leverage statistical models that accommodate a broad set of (341) variables—outnumbering the... View Details
Keywords: Big Data; Elastic Net; GDP Growth; Machine Learning; Macro Forecasting; Short Fat Data; Accounting; Economic Growth; Forecasting and Prediction; Analytics and Data Science
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Datar, Srikant, Apurv Jain, Charles C.Y. Wang, and Siyu Zhang. "Is Accounting Useful for Forecasting GDP Growth? A Machine Learning Perspective." Harvard Business School Working Paper, No. 21-113, December 2020.
  • 17 Jun 2019
  • Research & Ideas

What Hospitals Must Learn to Compete

the other, but that is not always true. The reasons are partly financial—meaning that by managing your operations well you may be able to eliminate wasteful activity, such as unnecessary hospitalizations. And partly I View Details
Keywords: by Alumni Bulletin Staff; Health
  • October 2009 (Revised October 2010)
  • Case

Cosan: Thinking Outside the Barrel

By: Forest L. Reinhardt, Noel Maurer and Ricardo Reisen de Pinho
The Cosan case introduces students and executive education participants to political economy and business strategy in the biofuels industry. Cosan, based in Brazil, is the largest grower and processor of sugarcane in the world and the largest sugar and ethanol producer... View Details
Keywords: Renewable Energy; Global Strategy; Governing Rules, Regulations, and Reforms; Industry Structures; Business and Government Relations; Business Strategy; Vertical Integration; Agriculture and Agribusiness Industry; Energy Industry; Brazil
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Reinhardt, Forest L., Noel Maurer, and Ricardo Reisen de Pinho. "Cosan: Thinking Outside the Barrel." Harvard Business School Case 710-017, October 2009. (Revised October 2010.)
  • 25 Oct 2017
  • Research & Ideas

Will Machine Learning Make You a Better Manager?

to the point where analysts can “fingerprint” particular authors by the probability of how they use connecting words like “the,” “and,” and “that.” More recently, machine learning has moved into the realm of... View Details
Keywords: by Michael Blanding; Information Technology
  • 28 May 2024
  • In Practice

Job Search Advice for a Tough Market: Think Broadly and Stay Flexible

need to get to breakeven and to deal with unreasonable valuation expectations of the last several years. That being said, my research and research by others has shown that venture capital and startup market slowdowns are opportune times... View Details
Keywords: by Rachel Layne
  • 27 Apr 2020
  • Research & Ideas

How Remote Work Changes What We Think About Onboarding

from virtual onboarding to managing anxiety and stress. Over the next few months, I will try to tackle them one by one in this space. COVID-19 has turned many companies into federations of remote workplaces, but without much guidance on... View Details
Keywords: by Boris Groysberg
  • 24 Sep 2014
  • Op-Ed

Tackling Climate Change Will Cost Less Than We Think

No one knows how much it will cost to keep the risks of significant climate disruption to a reasonable level. One commonly cited estimate puts the cost at roughly 1 percent of world GDP a year, or about $840 billion. This is a large number, but it seems smaller when... View Details
Keywords: by Rebecca Henderson; Energy; Utilities
  • Research Summary

Experiential Learning and Knowledge Mentors

By: Dorothy A. Leonard

Dorothy Leonard’s research on innovation and knowledge transfer has always emphasized learning by doing.  During the past several years, she has been exploring how organizations can foster faster skills learning.  While there are generational differences in... View Details

  • 06 Feb 2020
  • Research & Ideas

What We Learned from Reading Jeff Bezos’ Patents

patent activities at Amazon. To do so, we began by looking at Amazon’s patent history using the Derwent Innovation database for the years 1998-2018, which included more than 11,000 published patents in the United States. We View Details
Keywords: by Tricia Gregg and Boris Groysberg; Retail
  • 12 Sep 2005
  • Research & Ideas

The Broadband Explosion: Thinking About a Truly Interactive World

co-chaired the conference and co-edited the book, with the idea of capturing as much as possible of the excellent thinking that came out during this event. By "broadband explosion" we mean the... View Details
Keywords: by Sara Grant; Technology; Communications; Telecommunications
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