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- Faculty Publications (19)
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- All HBS Web (60)
- Faculty Publications (19)
- 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...
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Pawelczyk, Martin, Seth Neel, and Himabindu Lakkaraju. "In-Context Unlearning: Language Models as Few Shot Unlearners." Working Paper, October 2023.
- Article
Assessing the Food and Drug Administration's Risk-Based Framework for Software Precertification with Top Health Apps in the United States: Quality Improvement Study
By: Noy Alon, Ariel Dora Stern and John Torous
BACKGROUND: As the development of mobile health apps continues to accelerate, the need to implement a framework that can standardize categorizing these apps to allow for efficient, yet robust regulation grows. However, regulators and researchers are faced with numerous...
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Keywords:
Mobile Health;
Smartphone;
Food And Drug Administration;
Risk-based Framework;
Health Care and Treatment;
Mobile and Wireless Technology;
Applications and Software;
Framework
Alon, Noy, Ariel Dora Stern, and John Torous. "Assessing the Food and Drug Administration's Risk-Based Framework for Software Precertification with Top Health Apps in the United States: Quality Improvement Study." JMIR mHealth and uHealth 8, no. 10 (October 2020).
- Web
Browse All Articles, Research, & Case Studies - HBS Working Knowledge
Podcast Apple’s Dilemma: Balancing Privacy and Safety Responsibilities Re: Nien-he Hsieh & Henry W. McGee In 2015, Apple debuted the iPhone 6S, which employed a default encryption system preventing both Apple and government authorities...
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- Web
Curriculum - MBA
will introduce students to the interplay of philosophical, scientific, and practical considerations that characterize the field of research ethics. Real-life ethical issues such as undue influence and coercion of research participants, concerns about View Details
- 22 Feb 2024
- Research & Ideas
How to Make AI 'Forget' All the Private Data It Shouldn't Have
Europe’s tougher data privacy regulations went into effect in 2018, they have created complications for companies worldwide. Questions around data privacy will likely become...
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- Program
Competing in the Age of Digital Platforms
business Determine a governance policy to prevent misuse or abuse of your platform by businesses, governments, and/or consumers Understand the influence of data privacy laws, antitrust policy, and View Details
- Web
Asia Pacific - Global
challenges facing business and society today. Prashant Pundrik (PLDA 2014), president of the HBS Club of Singapore, closed the program. New Research on the Region January 2024 Case TSMC and CHIPS By: Debora L. Spar and Julia Comeau 2024 Working Paper Antitrust Platform...
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- 24 Apr 2018
- Op-Ed
Op-Ed: What Mark Zuckerberg Can Learn About Crisis Leadership from Starbucks
wasted his opportunity to address data privacy issues; instead, he is inviting government regulators to do it for him. As a result, Facebook’s employees lack direction for using this crisis to rebuild...
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- 31 Jan 2022
- Research & Ideas
Where Can Digital Transformation Take You? Insights from 1,700 Leaders
privacy and security. Social responsibility in the broadest sense, roundtable participants said, has become a competitive “must,” essential for attracting talent and building trust with customers. Six qualities of digitally mature...
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- 01 Sep 2023
- News
Money Does Grow on (Family) Trees
regulated as a medical device, the company turned more of its focus to the family-history consumer. (In 2017, 23andMe received its first authorization from the FDA and pivoted back to emphasizing the health aspects.) In both areas, says...
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- Web
Technology & Innovation - Faculty & Research
Related Kaczynski, Steve, and Scott Duke Kominers. "The Rise of Consumer Crypto." Project Syndicate (February 9, 2024). Beyond the 510(k): The Regulation of Novel Moderate-Risk Medical Devices, Intellectual Property Considerations, and...
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- Web
Terms of Use | HBS Online
Privacy Notice SMS Terms Terms of Use FERPA Community Values & Honor Code Trademark Notice Cookies Updated March 31, 2023 These terms apply to you if you registered or agreed to them on or after March 31, 2023. If you registered prior to...
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- Web
2023 Reunion Presentations - Alumni
very short period of time, and it’s done so largely without any legal or regulatory guardrails. Join us for a case discussion exploring two major challenges facing the company and society: privacy and trust breaches, and a growing sense...
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- 07 May 2020
- Research & Ideas
The One Good Thing Caused by COVID-19: Innovation
mitigation but may also lead to long-lasting changes in consumer and worker behavior. These may, in turn, generate new demand. This has important implications, both opportunities and challenges, for technology users, innovators, as well as View Details
Keywords:
by Hong Luo and Alberto Galasso
- 04 Mar 2019
- What Do You Think?
What’s the Antidote to Surveillance Capitalism?
provided by us willingly.” George Yurieff put it this way: “If you are concerned about your privacy and want to somehow protect yourself to some extent, start paying for services which you want to use stop posting (send directly to your...
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- 22 Aug 2022
- Research & Ideas
Can Amazon Remake Health Care?
Investors and market watchers noted Amazon’s less-than-stellar forays into health care, while privacy advocates raised concerns about Amazon’s access to patient medical data. Still others have voiced hopes Amazon will bring much-needed...
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- 30 Mar 2018
- What Do You Think?
What Should Mark Zuckerberg Do?
giving it more independent leadership, (2) provide more “community training” on the use of user data, (3) “invest in reducing fake articles,” (4) publish a quarterly “report to Congress” regarding “detailed privacy issues/actions”, and...
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- 15 Jul 2019
- Book
Many Executives Are Afraid of Finance. Here's How They Can Gain Confidence
regulations on buybacks as some propose, I’m in favor of boards being much more active in evaluating buybacks, limiting accelerated share buybacks, and changing the accounting treatment of buybacks so that managers are not tempted by...
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Keywords:
by Dina Gerdeman
- Web
2022 Reunion Presentations - Alumni
has built a hugely successful in a very short period of time, and it’s done so largely without any legal or regulatory guardrails. Join us for a case discussion exploring two major challenges facing the company and society: privacy and...
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- 19 Sep 2016
- Research & Ideas
Why Isn't Business Research More Relevant to Business Practitioners?
the Negotiation, Organizations & Markets (NOM) unit. “My intended audience includes managers at companies as well as policymakers and regulators—seeking to inform and, to be sure, persuade these folks.” In the course of his research, Edelman has exposed numerous...
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