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- February 2024
- Case
AGENTS.inc: Pathways to Growth at an AI Startup
By: Frank Nagle, Manuel Hoffmann, Karoline Ströhlein and Susan Pinckney
The case describes the history of AGENTS.inc. Despite being a small startup, with only four employees, that had never had a funding round, the company boasted an impressive client portfolio including multiple Fortune 500 companies. While AGENTS.inc had been an early... View Details
Keywords: Business Growth and Maturation; Business Model; Business Startups; Small Business; Transformation; Customer Focus and Relationships; Decisions; Entrepreneurship; Venture Capital; Financial Strategy; AI and Machine Learning; Digital Platforms; Technological Innovation; Copyright; Management; Growth and Development; Market Timing; Ownership; Risk and Uncertainty; Competition; Open Source Distribution; Entrepreneurial Finance; Computer Industry; Europe; Germany
- January 2024 (Revised June 2024)
- Case
School of Rock: Tuning into Structured Empowerment (A)
By: Tatiana Sandino, Jeffrey Rayport, Samuel Grad and Stacy Straaberg
In summer 2021, School of Rock was a youth-oriented music education company with 291 franchise- and company-owned schools globally. Before CEO Rob Price’s hire in 2017, School of Rock’s nonconformist rock ‘n’ roll culture led to variability in teaching styles,... View Details
Keywords: Business Growth and Maturation; Business Plan; Change Management; Transformation; Communication Strategy; Decisions; Curriculum and Courses; Teaching; Employee Relationship Management; Knowledge Sharing; Leadership Style; Business or Company Management; Growth and Development Strategy; Management Style; Marketing Strategy; Mission and Purpose; Organizational Change and Adaptation; Organizational Culture; Organizational Structure; Franchise Ownership; Performance Expectations; Performance Improvement; Strategic Planning; Attitudes; Conflict Management; Corporate Strategy; Applications and Software; Technology Adoption; Education Industry; Music Industry; Massachusetts; United States
- 2023
- Working Paper
Black-box Training Data Identification in GANs via Detector Networks
By: Lukman Olagoke, Salil Vadhan and Seth Neel
Since their inception Generative Adversarial Networks (GANs) have been popular generative models across images, audio, video, and tabular data. In this paper we study whether given access to a trained GAN, as well as fresh samples from the underlying distribution, if... View Details
- 2023
- Working Paper
In-Context Unlearning: Language Models as Few Shot Unlearners
By: Martin Pawelczyk, Seth Neel and Himabindu Lakkaraju
Machine unlearning, the study of efficiently removing the impact of specific training points on the
trained model, has garnered increased attention of late, driven by the need to comply with privacy
regulations like the Right to be Forgotten. Although unlearning is... View Details
- 2022
- Article
Before Plagiarism: Lawyers and Copynorms in Europe, 1300–1600
By: Robert Fredona and Sophus A. Reinert
This essay uses the concept of 'copynorms', social norms about copying expressive works that can be distinct from legal norms about the same, in order to understand the meaning of intellectual property among Roman law and canon law jurists from the fourteenth through... View Details
- August 3, 2022
- Article
Why NFT Creators Are Going cc0
Strategies for building brands, communities, and content through intellectual property (IP) vary greatly across NFT projects. Some maintain more or less standard IP protections; others give just NFT owners rights to innovate upon the associated intellectual property;... View Details
- October 2021
- Case
(180) Days of Quibi
By: David J. Collis and Terrence Shu
Mobile streaming app Quibi was ready to take the entertainment world by storm at its April 2020 launch. Backed by $1.75 billion, influential investors from Hollywood to Wall Street eagerly anticipated early success for this brainchild of Meg Whitman, former CEO of... View Details
- May 2021
- Case
Inclusive Innovation at Mass General Brigham
By: Katherine Baldiga Coffman and Olivia Hull
Massachusetts General Brigham (MGB) Chief Innovation Officer Christopher Coburn had overseen a period of exciting transformation and growth in healthcare innovation at MGB. In November 2019, the health system was the largest recipient of National Institutes of Health... View Details
Keywords: Inclusion; Innovation; Invention; Gender; Business Startups; Investment Funds; Private Equity; Health Care and Treatment; Innovation Strategy; Technological Innovation; Intellectual Property; Copyright; Patents; Research; Research and Development; Diversification; Technology; Health Industry; Massachusetts; Boston
- August 2018 (Revised April 2023)
- Case
Facebook—Can Ethics Scale in the Digital Age?
By: George A. Riedel and Carin-Isabel Knoop
Since its founding in 2004, Facebook has built a phenomenally successful business at global scale to become the fifth most valuable public company in the world. The revelation of Cambridge Analytica events in March 2018, where 78 million users' information was leaked... View Details
- July 2018
- Case
Financing Anghami's Growth
By: Ramana Nanda and Eren Kuzucu
In December 2012, less than two years into the founding of their music-streaming platform Anghami, cofounders Elie Habib and Eddy Maroun found themselves evaluating an unorthodox term sheet. Habib and Maroun needed to make a decision vis-à-vis the proposal put forth by... View Details
Keywords: Growth; Startups; Copyright; Business Startups; Business Model; Music Entertainment; Decisions; Technological Innovation; Venture Capital; Internet and the Web; Growth and Development Strategy; Financial Strategy; Product Marketing; Product Launch; Product Development; Expansion; Digital Platforms; Agreements and Arrangements; Valuation; Decision Making; Middle East; Lebanon
- January 2018 (Revised February 2023)
- Teaching Note
The Future of Patent Examination at the USPTO
This teaching note pairs with the case entitled: “The Future of Patent Examination at the USPTO” (case no. 617-027). View Details
- July 2017
- Article
Intellectual Property Rights Protection, Ownership, and Innovation: Evidence from China
By: Lily Fang, Josh Lerner and Chaopeng Wu
Using a difference-in-difference approach, we study how intellectual property right (IPR) protection affects innovation in China in the years around the privatizations of state-owned enterprises (SOEs). Innovation increases after SOE privatizations, and this increase... View Details
Keywords: Patents; Privatization; State Ownership; Trademarks; Copyright; Innovation and Invention; China
- April 2017
- Case
The Future of Patent Examination at the USPTO
By: Prithwiraj Choudhury, Tarun Khanna and Sarah Mehta
The U.S. Patent and Trademark Office (USPTO) is the federal government agency responsible for evaluating and granting patents and trademarks. In 2015, the USPTO employed approximately 8,000 patent examiners who granted nearly 300,000 patents to inventors. As of April... View Details
Keywords: Machine Learning; Telework; Collaborating With Unions; Human Resources; Recruitment; Retention; Intellectual Property; Copyright; Patents; Trademarks; Knowledge Sharing; Technology Adoption; Organizational Change and Adaptation; Performance Productivity; Performance Improvement; District of Columbia
- December 2016
- Article
The Effect of File Sharing on Record Sales, Revisited
By: Felix Oberholzer-Gee and Koleman Strumpf
Even as we approach the twentieth anniversary of widespread file sharing, its impact on the sale of copyrighted material remains in dispute. We contributed to this debate with an early study, “The Effect of File Sharing on Record Sales: An Empirical Analysis,” that was... View Details
- 2016
- Working Paper
Intellectual Property Rights Protection, Ownership, and Innovation: Evidence from China
By: Lily Fang, Josh Lerner and Chaopeng Wu
Using a difference-in-difference approach, we study how intellectual property right (IPR) protection affects innovation in China in the years around the privatizations of state-owned enterprises (SOEs). Innovation increases after SOE privatizations, and this increase... View Details
- 2015
- Working Paper
Lost in the Clouds: The Impact of Changing Property Rights on Investment in Cloud Computing Ventures
By: Josh Lerner and Greg Rafert
Our analysis seeks to understand the impact of changing allocations of property rights on investment in new firms. We focus on the Cartoon Network, et al. v. Cablevision decision in the U.S., which narrowed the protection enjoyed by content creators (e.g., movie... View Details
- May 2014 (Revised June 2014)
- Case
Intellectual Property Strategy at North Technology Group—Sailing Downwind
By: Felix Oberholzer-Gee and William W. Fisher III
North Sails is the world's leading sailmaker. The company commands a global market share of more than 50% and is largely responsible for the rapid technological progress in the sailmaking industry over the past 30 years. CEO Tom Whidden needs to consider how to best... View Details
- February 2014 (Revised August 2014)
- Case
3D Systems
By: Karim R. Lakhani and David Lane
In late 2013, Rajeev Kulkarni needed to decide how best to facilitate the emergence of a broad base of users and content to promote the sale of 3D Systems' consumer-focused 3D printers. As yet, neither the company nor users had identified an indispensable application... View Details
- February 2013
- Article
Digitization, Innovation, and Copyright: What Is the Agenda?
By: Shane Greenstein, Josh Lerner and Scott Stern
This essay discusses the need for research on the consequences of digitization, as well as the impact of alternative policies governing the creation and use of digital information. This agenda focuses on the development of research to investigate the economics of... View Details