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- February 2022 (Revised March 2022)
- Case
National Electric Vehicles Sweden (NEVS): Materializing a Vision
By: Shane Greenstein and Elena Corsi
In 2021, the car manufacturer National Electric Vehicle Sweden (NEVS) faced the challenge of securing funding from its investor to launch an innovative mobility solution based on fleets of shared autonomous driving (AD) cars. The system was complex as it required the...
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- January 2022 (Revised March 2022)
- Teaching Note
General Motors and Autonomous Vehicle Regulation
By: Hong Luo
Teaching Note for HBS Case No. 718-496.
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- January 2022
- Teaching Note
Mobileye 2021: Robotaxi and/or Consumer AV?
By: David B. Yoffie
The Mobileye 2021 case is a strategy case developed for the Strategy & Technology course, which is a second year elective at Harvard Business School. The primary purpose of the case is to teach the framework, “Look Forward, Reason Back,” which is described in David...
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- September 2021
- Case
Tesla Motors in 2021: Competition Revs Up
By: Eric J. Van den Steen, Ramon Casadesus-Masanell and Karen Elterman
Over its 17 years in existence, Tesla had redefined people’s view of electric cars, and in 2020, the company saw its stock rise by more than 700% to became the most valuable carmaker in the world. In December 2020, Tesla celebrated its fifth consecutive quarter of...
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Keywords:
Barrier To Entry;
Competitive Advantage;
Innovation;
Tesla;
Automotive Industry;
Sustainable Competitive Advantage;
Values;
Vision;
Learning By Doing;
Economies Of Scale;
Electric Vehicle;
Scenario Planning;
Batteries;
Competitive Strategy;
Product Positioning;
Profit;
Competition;
Industry Growth;
Auto Industry
- June 2021
- Case
Mobileye 2021: Robotaxi and/or Consumer AV?
By: David B. Yoffie, Danielle Golan and Nicole Tempest Keller
In March 2021, Amnon Shashua, co-founder and CEO of Israel-based Mobileye, was preparing to meet with Intel’s new CEO, Pat Gelsinger, to review plans for the future. Mobileye had been acquired by California-based Intel in 2017, but still operated independently....
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- March 16, 2021
- Article
From Driverless Dilemmas to More Practical Commonsense Tests for Automated Vehicles
By: Julian De Freitas, Andrea Censi, Bryant Walker Smith, Luigi Di Lillo, Sam E. Anthony and Emilio Frazzoli
For the first time in history, automated vehicles (AVs) are being deployed in populated environments. This unprecedented transformation of our everyday lives demands a significant undertaking: endowing
complex autonomous systems with ethically acceptable behavior. We...
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- March 2021
- Article
Deliberately Prejudiced Self-driving Vehicles Elicit the Most Outrage
By: Julian De Freitas and Mina Cikara
Should self-driving vehicles be prejudiced, e.g., deliberately harm the elderly over young children? When people make such forced-choices on the vehicle’s behalf, they exhibit systematic preferences (e.g., favor young children), yet when their options are unconstrained...
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- January 2021 (Revised May 2021)
- Case
Aptiv PLC Board of Directors (A)
By: Lynn S. Paine and Will Hurwitz
Aptiv’s board must decide whether a joint venture with an auto maker is the right next step in the company’s efforts to develop and commercialize a production-ready autonomous driving system. While many commentators believed that Aptiv’s self-driving technologies had...
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Keywords:
Automotive Industry;
Bankruptcy Reorganization;
Board Of Directors;
Board Committees;
Board Decisions;
Board Dynamics;
Corporate Boards;
Innovation And Strategy;
Legal Aspects Of Business;
Spin Off;
Strategic Alliances;
Strategic Change;
Strategic Evolution;
Supplier Relationships;
Technological Change;
Corporate Governance;
Governing and Advisory Boards;
Innovation Strategy;
Going Public;
Joint Ventures;
Leadership;
Restructuring;
Technological Innovation;
Transformation;
Auto Industry;
Europe;
United States
- Article
Doubting Driverless Dilemmas
By: Julian De Freitas, Sam E. Anthony, Andrea Censi and George A. Alvarez
The alarm has been raised on so-called driverless dilemmas, in which autonomous vehicles will need to make high-stakes ethical decisions on the road. We argue that these arguments are too contrived to be of practical use, are an inappropriate method for making...
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Keywords:
Moral Judgment;
Autonomous Vehicles;
Driverless Policy;
Transportation;
Ethics;
Judgments;
Policy
- November 2019
- Case
DeepMap: Charting the Road Ahead for Autonomous Vehicles
By: Shane Greenstein and Nicole Tempest Keller
Founded in 2016, DeepMap developed high definition (HD) mapping software and localization services for Level 4+ autonomous vehicles. Traditional navigational maps were accurate to a few meters, which was sufficient for drivers but not for machine-driven vehicles that...
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- July 2019
- Case
Autonomous Vehicles: Smooth or Bumpy Ride Ahead?
By: Elie Ofek and Akhil Waghmare
In early 2019, transportation was set to undergo a major transformation with the advent of autonomous vehicles (AVs), also referred to as driverless cars, which were nearing completion from an R&D and testing phase. Yet many questions remained open regarding exactly...
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- June 6, 2019
- Article
Tesla's Advantage? 'It's the Software, Stupid.'
By: Lou Shipley
Without question, entrepreneur, innovator and engineer Elon Musk is a controversial figure, but there is no disputing that his first-to-market Tesla electric vehicles are not only revolutionizing the high-end driving experience, but also disrupting the automobile...
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Keywords:
Tesla;
Elon Musk;
Autonomous Vehicle;
Transportation;
Software;
Technology;
Disruption;
Auto Industry
- December 2018
- Teaching Note
Autonomous Vehicles: The Rubber Hits the Road…but When?
By: William Kerr and James Palano
The autonomous vehicles have enormous implications for business and society. But, despite the headline-laden attention paid to the technology, there remain more questions than answers. Students will learn about the complex industry and have explicit discussions about...
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- October 2018 (Revised September 2020)
- Case
Testing Autonomy in Pittsburgh
By: Mitchell Weiss and Brittany Urick
Pittsburgh’s mayor had been among the first to welcome self-driving vehicles but was now one of many needing to react after a pedestrian fatality involving an autonomous Uber in Arizona. He had originally preferred to roll out “the red carpet” instead of the “red...
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Keywords:
Public Entrepreneurship;
Government Innovation;
Government Experimentation;
Autonomous Vehicles;
Mayor;
Mayor Peduto;
Cities;
Mobility;
Automation;
Uber;
Argo Ai;
Aurora Innovation;
Aptiv;
Entrepreneurship;
Public Sector;
Innovation and Invention;
Transportation;
City;
Safety;
Business and Government Relations;
Transportation Industry;
Auto Industry;
United States;
Pennsylvania;
Pittsburgh
- Article
The Electrified Future Is Shared: Mobility Services and Electrification's Pace, Shape
By: Jurgen Weiss
The article examines the potential impacts of new mobility services such as ride sharing and ride hailing on the speed and depth of electrification of personal transportation. The article explores how a shift of transportation towards shared mobility services might...
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- February 2018 (Revised December 2019)
- Case
General Motors and Autonomous Vehicle Regulation
By: Hong Luo, Esther Yan and Taro Tan
- January 2018 (Revised March 2019)
- Case
Autonomous Vehicles: The Rubber Hits the Road...but When?
By: William Kerr, Allison Ciechanover, Jeff Huizinga and James Palano
The rise of autonomous vehicles has enormous implications for business and society. Despite the many headlines and significant investment in the technology by early 2019, it was still unclear when truly autonomous vehicles would be a commercial reality. Students will...
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- July 2017 (Revised March 2019)
- Technical Note
The Future of Mobility: Economic, Environmental, and Social Implications
By: George Serafeim and David Freiberg
This technical note explores how advancements in technology are fundamentally transforming how consumers interact with mobility. Transformation is being driven by three independent trends: the emergence of affordable electric vehicles, the development of autonomous...
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Keywords:
Oil ＆ Gas;
Automobile Manufacturing;
Technological And Scientific Innovation;
Mobility;
Inequality;
Electric Vehicles;
Ride-sharing;
Ambidexterity;
Transformation;
Disruption;
Change;
Technological Innovation;
Transportation;
Equality and Inequality;
Auto Industry;
Technology Industry;
Transportation Industry;
Distribution Industry
- Article
The Electrification Accelerator: Understanding the Implications of Autonomous Vehicles for Electric Utilities
By: Jurgen Weiss, Ryan Hledik, Roger Lueken, Tony Lee and Will Gorman
The intersection of autonomous vehicles, ride sharing and transportation electrification could have significant implications for electric utilities. This paper analyses how the development of shared autonomous electric vehicles may make electrified transportation more...
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