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    • Research  (101)
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  • 14 May 2019
  • Research & Ideas

Ethics Bots and Other Ways to Move Your Code of Business Conduct Beyond Puffery

When health insurer Cigna Corp. appeared in front of a judge for allegedly misleading shareholders on Medicare regulations this spring, plaintiffs thought they had a strong case. After all, Cigna had published its own document titled “Code of Ethics and Principles of... View Details
Keywords: by Michael Blanding
  • 02 Jan 2019
  • What Do You Think?

SUMMING UP: Do We Need an Artificial Intelligence Czar?

iStock How Should We Organize AI Oversight? There is little question about the growing importance of artificial intelligence (AI) and the need for some kind of oversight. But the debate seems to center around whether, and to what extent, government (and its inevitable... View Details
Keywords: by James Heskett; Technology
  • November 2017
  • Case

iRobot: Moving Beyond the Roomba

By: Rajiv Lal and Scott Johnson
The makers of the Roomba, a robotic vacuum cleaner, connected the latest version of their product to the Internet. This new feature opened up a wealth of new opportunities and challenges for the company. View Details
Keywords: Irobot; Smart Home; Connected Home; Roomba; Vacuum; Mapping; Internet Of Things; Connected Products; Organizational Structure; Organizational Design; Information Infrastructure; Applications and Software; Digital Platforms; Mobile and Wireless Technology; Consumer Products Industry; Electronics Industry; Manufacturing Industry; Technology Industry; United States
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Lal, Rajiv, and Scott Johnson. "iRobot: Moving Beyond the Roomba." Harvard Business School Case 518-055, November 2017.
  • January 2025
  • Case

Intuition Robotics: An AI Companion for Older Adults

By: Amit Goldenberg, Elie Ofek and Orna Dan
Intuition Robotics, a startup that makes an AI companion robot to alleviate older adults’ loneliness, debates whether to pursue a B2C model or B2G route. If it opts for the government vertical, it must determine how to negotiate a favorable deal. Two weeks after... View Details
Keywords: Business Model; Business Startups; AI and Machine Learning; Technology Adoption; Product Launch; Market Entry and Exit; Negotiation Offer; Business and Government Relations; Health Industry; Technology Industry; United States; New York (state, US)
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Goldenberg, Amit, Elie Ofek, and Orna Dan. "Intuition Robotics: An AI Companion for Older Adults." Harvard Business School Case 925-018, January 2025.
  • April 2014
  • Article

Botsourcing and Outsourcing: Robot, British, Chinese, and German Workers Are for Thinking—Not Feeling—Jobs

By: Adam Waytz and Michael I. Norton
Technological innovations have produced robots capable of jobs that, until recently, only humans could perform. The present research explores the psychology of "botsourcing"—the replacement of human jobs by robots—while examining how understanding botsourcing can... View Details
Keywords: Information Technology; Job Cuts and Outsourcing; Emotions; Cognition and Thinking
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Waytz, Adam, and Michael I. Norton. "Botsourcing and Outsourcing: Robot, British, Chinese, and German Workers Are for Thinking—Not Feeling—Jobs." Emotion 14, no. 2 (April 2014): 434–444.
  • March 2001
  • Case

FIRST: For Inspiration and Recognition of Science and Technology

By: William A. Sahlman
Describes some strategic and financial issues confronting the founder and executive director of a not-for-profit organization dedicated to improving awareness of and interest in science and technology among elementary and high school students. The organization sponsors... View Details
Keywords: Middle School Education; Finance; Nonprofit Organizations; Cognition and Thinking; Strategy; Technology
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Sahlman, William A. "FIRST: For Inspiration and Recognition of Science and Technology." Harvard Business School Case 801-380, March 2001.
  • March 2025
  • Supplement

Intuition Robotics: An AI Companion for Older Adults (B)

By: Amit Goldenberg, Elie Ofek and Orna Dan
Two years after Intuition Robotics opted to pursue a business-to-government contract with the New York State Office of the Aging, and put direct-to-consumer efforts on the back burner, it was at a crossroads. The partnership had been successful, and the company had... View Details
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Goldenberg, Amit, Elie Ofek, and Orna Dan. "Intuition Robotics: An AI Companion for Older Adults (B)." Harvard Business School Supplement 925-019, March 2025.
  • May 2004
  • Background Note

56K Modem Battle

By: David B. Yoffie and Deborah Freier
Examines the battle to set the standard for the 56K modem. Set in 1996, this case looks at how computers accessed the Internet via a telephone line, or dial-up connection, and a hardware modem. In 1995, there were 18.6 million total modem unit shipments, with market... View Details
Keywords: Announcements; Revenue; Patents; Product Launch; Network Effects; Standards; Competition; Information Infrastructure; Internet and the Web; Technology Industry; Illinois
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Yoffie, David B., and Deborah Freier. "56K Modem Battle." Harvard Business School Background Note 704-501, May 2004.
  • 11 Jan 2022
  • Cold Call Podcast

Can Entrepreneurs and Governments Team Up to Solve Big Problems?

Keywords: Re: Mitchell B. Weiss; Technology
  • 22 Mar 2016
  • First Look

March 22, 2016

https://cb.hbsp.harvard.edu/cbmp/product/916044-PDF-ENG Harvard Business School Case 816-003 Jibo: A Social Robot for the Home In January 2015, Jibo Inc. had completed a raise of $25.3 million in Series A financing after a successful 2014... View Details
Keywords: Sean Silverthorne
  • 17 Jul 2018
  • First Look

New Research and Ideas, July 17, 2018

Spring 2018 Journal of Cold War Studies The Enemy of My Enemy: The Soviet Union, East Germany, and the Iranian Tudeh Party's Support for Ayatollah Khomeini By: Friedman, Jeremy Abstract—This article examines the strategy of the Iranian Tudeh Party in concert with its... View Details
Keywords: Dina Gerdeman
  • October 2022 (Revised November 2023)
  • Case

Framebridge (A): Reimagining Custom Framing

By: Rembrand Koning and Alicia Dadlani
In December 2018, Susan Tynan, founder and CEO of Framebridge, a four-year-old venture-backed startup that sold online custom framing, formulated plans for the future. Her vision was to revolutionize the $4 billion industry by making custom framing easy, transparent,... View Details
Keywords: Business Startups; Business Strategy; Entrepreneurship; Operations; Consumer Products Industry; United States; District of Columbia; Kentucky
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Koning, Rembrand, and Alicia Dadlani. "Framebridge (A): Reimagining Custom Framing." Harvard Business School Case 723-352, October 2022. (Revised November 2023.)
  • September 2017 (Revised August 2018)
  • Case

The Productivity Decline: Demographics, Robots, or Globalization?

By: Laura Alfaro, Hayley Pallan and Sarah Jeong
In the early 21st century, there was a noticeable trend of declining productivity growth. Despite the persistent decline in productivity growth, a consensus on its explanation had not been reached. Some of the debate focused on the technicalities of productivity... View Details
Keywords: Productivity; Performance Productivity; Measurement and Metrics; Technological Innovation; Economic Slowdown and Stagnation; Globalization; Business and Government Relations
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Alfaro, Laura, Hayley Pallan, and Sarah Jeong. "The Productivity Decline: Demographics, Robots, or Globalization?" Harvard Business School Case 718-013, September 2017. (Revised August 2018.)
  • February 2025 (Revised April 2025)
  • Case

Shake Shack's Playbook for the Digital Era

By: Christopher Stanton, Allison Ciechanover and George Gonzalez
This case examines Shake Shack’s journey from a single New York City hot dog cart to a global fast-casual restaurant chain renowned for both premium quality and a culture of “enlightened hospitality.” As the company expands worldwide, it pilots digital ordering... View Details
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Stanton, Christopher, Allison Ciechanover, and George Gonzalez. "Shake Shack's Playbook for the Digital Era." Harvard Business School Case 825-136, February 2025. (Revised April 2025.)
  • June 2016
  • Supplement

FANUC Corporation: Reassessing the Firm's Governance and Financial Policies Spreadsheet Supplement

By: Benjamin C. Esty and Akiko Kanno
In February 2015, Daniel Loeb (a US-based activist investor) announced his firm had a large investment in FANUC Corporation, a leading producer of industrial robots and software for machine tools. Loeb was demanding that the Japanese firm change its financial and... View Details
Keywords: Financial Management; Valuation; Investment Funds; Policy; Corporate Governance; Macroeconomics; Investment Activism; Change Management; Financial Strategy; Cross-Cultural and Cross-Border Issues; Japan; United States
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Esty, Benjamin C., and Akiko Kanno. "FANUC Corporation: Reassessing the Firm's Governance and Financial Policies Spreadsheet Supplement." Harvard Business School Spreadsheet Supplement 216-714, June 2016.
  • 20 Jan 2015
  • First Look

First Look: January 20

Processing up to 8,000 orders per day, the robots help make Quiet Logistics a highly efficient firm and free its workers to complete additional value-added services such as handwritten thank-you notes. The company has also developed... View Details
Keywords: Sean Silverthorne
  • April 1992 (Revised July 1992)
  • Case

U.S. Robotics, Inc.

U.S. Robotics (USR) is a fast-growing $80 million computer communications company with the aggressive growth target of becoming a $500 million company by 1995. It is widely accepted as the technology leader in its market, and relies strongly on its ability to bring... View Details
Keywords: Organizational Change and Adaptation; Expansion; Product Development; Growth and Development Strategy; Computer Industry; Communications Industry; United States
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Upton, David M. "U.S. Robotics, Inc." Harvard Business School Case 692-061, April 1992. (Revised July 1992.)
  • September 2017
  • Teaching Note

The Productivity Decline: Demographics, Robots, or Globalization?

By: Laura Alfaro and Hayley Pallan
In the early 21st century, there was a noticeable trend of declining productivity growth. Despite the persistent decline in productivity growth, a consensus on its explanation had not been reached. Some of the debate focused on the technicalities of productivity... View Details
Keywords: Performance Productivity; Measurement and Metrics; Technological Innovation; Economic Slowdown and Stagnation; Globalization; Business and Government Relations
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Alfaro, Laura, and Hayley Pallan. "The Productivity Decline: Demographics, Robots, or Globalization?" Harvard Business School Teaching Note 718-014, September 2017.
  • June 2016 (Revised May 2017)
  • Case

FANUC Corporation: Reassessing the Firm's Governance and Financial Policies

By: Benjamin C. Esty, Nobuo Sato and Akiko Kanno
In February 2015, Daniel Loeb (a U.S.–based activist investor) announced his firm had a large investment in FANUC Corporation, a leading producer of industrial robots and software for machine tools. Loeb was demanding that the Japanese firm change its financial and... View Details
Keywords: Hedge Funds; Economic Policy; Investments; Government Policy; Deregulation; Financial Management; Valuation; Investment Funds; Policy; Corporate Governance; Macroeconomics; Investment Activism; Change Management; Financial Strategy; Cross-Cultural and Cross-Border Issues; Japan; United States
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Esty, Benjamin C., Nobuo Sato, and Akiko Kanno. "FANUC Corporation: Reassessing the Firm's Governance and Financial Policies." Harvard Business School Case 216-042, June 2016. (Revised May 2017.)
  • Article

Detecting Adversarial Attacks via Subset Scanning of Autoencoder Activations and Reconstruction Error

By: Celia Cintas, Skyler Speakman, Victor Akinwande, William Ogallo, Komminist Weldemariam, Srihari Sridharan and Edward McFowland III
Reliably detecting attacks in a given set of inputs is of high practical relevance because of the vulnerability of neural networks to adversarial examples. These altered inputs create a security risk in applications with real-world consequences, such as self-driving... View Details
Keywords: Autoencoder Networks; Pattern Detection; Subset Scanning; Computer Vision; Statistical Methods And Machine Learning; Machine Learning; Deep Learning; Data Mining; Big Data; Large-scale Systems; Mathematical Methods; Analytics and Data Science
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Cintas, Celia, Skyler Speakman, Victor Akinwande, William Ogallo, Komminist Weldemariam, Srihari Sridharan, and Edward McFowland III. "Detecting Adversarial Attacks via Subset Scanning of Autoencoder Activations and Reconstruction Error." Proceedings of the International Joint Conference on Artificial Intelligence 29th (2020).
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