Publications

2023
Article

MoPe: Model Perturbation-based Privacy Attacks on Language Models

By: Marvin Li, Jason Wang, Jeffrey Wang and Seth Neel

Recent work has shown that Large Language Models (LLMs) can unintentionally leak sensitive information present in their training data. In this paper, we present Model Perturbations (MoPe), a new method to identify with high confidence if a given text is in the training... View Details

Keywords: Large Language Model; AI and Machine Learning; Cybersecurity

May 2004 (Revised December 2004)
Case

Slingshot Technology, Inc. (B)

By: Lynda M. Applegate and Elizabeth Collins

Slingshot Technology Inc. (STI) is a privately held software start-up founded in 1995 focused on identifying emerging spaces in the IT services industry and partnering with vendors selling promising but unproven technologies in those spaces. The vendors used STI to... View Details

Keywords: Organizational Change and Adaptation; Private Ownership; Opportunities; Partners and Partnerships; Information Technology; Entrepreneurship; Applications and Software; Intellectual Property; Business Startups; Information Technology Industry

2012
Chapter

The Confederacy of Heterogeneous Software Organizations and Heterogeneous Developers: Field Experimental Evidence on Sorting and Worker Effort

By: Kevin J. Boudreau and Karim R. Lakhani

Software development occurs in a patchwork or "confederacy" of different types of institutions (universities, small start-ups, multinational enterprises, government agencies, etc.) utilizing varied work approaches. Here we speculate on one possible explanation for this... View Details

Keywords: Innovation and Invention; Applications and Software; Product Development; Organizations; Employees; Behavior; Competition; Cooperation; Creativity; Information Technology Industry

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2021
Working Paper

Technology Differentiation and Firm Performance

By: Sam Arts, Bruno Cassiman and Jianan Hou

Prior work has extensively studied how investing in R&D and building a technology portfolio relate to superior firm performance. However, the value of a firm’s technology portfolio should also be driven by the degree to which it is more unique and technologically... View Details

Keywords: Technology Portfolio; Differentiation; Competitiveness; Organizations; Technology; Performance; United States

SSRN

17 Sep 2018
Research & Ideas

Welcome to Retirement. Who Am I Now?

retirement, Amabile and colleagues found that, for many, the transition begins smoothly enough but then develops into retirees questioning their own identity and puzzling over how to structure their days as their familiar work life fades... View Details

Keywords: by Dina Gerdeman; Entertainment & Recreation

November 2007 (Revised April 2008)
Case

Russian Standard

By: Rohit Deshpande and Seth Schulman

In September 2006, Russian billionaire Roustam Tariko, founder and owner of Russian Standard, needed to develop a strategy for introducing Russia's most popular brand of premium vodka (RSO) to American consumers. In the past year, he had introduced Imperia, the firm's... View Details

Keywords: Brands and Branding; Marketing Strategy; Product Positioning; Food and Beverage Industry; Russia; United States

July 2019 (Revised November 2019)
Case

Osaro: Picking the Best Path

By: William R. Kerr, James Palano and Bastiane Huang

The founder of Osaro saw the potential of deep reinforcement learning to allow robots to be applied to new applications. Osaro targeted warehousing, already a dynamic industry for robotics and automation, for its initial product—a system which would allow robotic arms... View Details

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

2009
Book

Let Me Explain: Eugene G. Fubini's Life in Defense of America

By: David G. Fubini

There is no necessary relationship between fame and power, and great influence is often wielded in willful obscurity. So it was with the irascible, indomitable Eugene Fubini. A physics prodigy who fled Italy when the fascists came to power, his searing intelligence and... View Details

Keywords: Biography; Personal Development and Career; National Security; United States

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18 Sep 2017
Research & Ideas

'Likes' Lead to Nothing—and Other Hard-Learned Lessons of Social Media Marketing

Seventeen years after the dawn of social media marketing, this medium continues to be an intriguing puzzle—a place where brands are investing more time and money, but are still struggling to determine what works well and where the returns... View Details

Keywords: by Dina Gerdeman; Advertising; Technology

Article

Behavioral and Neural Representations en route to Intuitive Action Understanding

By: Leyla Tarhan, Julian De Freitas and Talia Konkle

When we observe another person’s actions, we process many kinds of information—from how their body moves to the intention behind their movements. What kinds of information underlie our intuitive understanding about how similar actions are to each other? To address this... View Details

Keywords: Action Perception; Intuitive Similarity; Multi-arrangement; fMRI; Representational Similarity Analysis; Behavior; Perception

26 Mar 2008
First Look

First Look: March 26, 2008

Working PapersDiffusing Management Practices within the Firm: The Role of Information Provision Authors:Michael J. Lenox and Michael W. Toffel Abstract A key role of corporate managers is to encourage subsidiaries to adopt innovative... View Details

Keywords: Martha Lagace

Research Summary

Overview

By: Roberto Verganti

Roberto’s research focuses on how to create innovations that are meaningful for people, for society, and for their creators. He explores how leaders and organizations generate radically new visions, and make those visions come real. His studies lie at the intersection... View Details

Keywords: Integrated Design; Strategy; Design Thinking; Innovation; Artificial Intelligence; Design; Technology; Leadership; Innovation Strategy

22 May 2018
First Look

New Research and Ideas, May 22, 2018

strong beliefs in the meaning of their work experience better performance. Publisher's link: https://www.hbs.edu/faculty/Pages/item.aspx?num=54523 Negotiating a Better Future: How Interpersonal Skills Facilitate Inter-Generational... View Details

Keywords: Dina Gerdeman

June 2017
Article

The Social Trajectory of a Finance Professor and the Common Sense of Capital

By: Marion Fourcade and Rakesh Khurana

This paper traces the career of Michael Jensen, a Chicago finance PhD turned Harvard Business School professor to reveal the intellectual and social conditions that enabled the emergence and institutionalization of what we call the “neoliberal common sense of capital,”... View Details

Keywords: Executive Pay; The Firm; Michael Jensen; Neo-Liberalism; Shareholder Value; Agency Theory; Corporate Governance; Executive Compensation; Business and Shareholder Relations; Transformation

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26 Jul 2010
Research & Ideas

Yes, You Can Raise Prices in a Downturn

framing price appropriately.” Alternatively, currently popular strategic doctrine has many executives sailing off, like Ahab or Sinbad, in search of "blue oceans"—market spaces where allegedly no one else is fishing. Avoiding... View Details

Keywords: by Sean Silverthorne; Retail; Consumer Products

Winter 2012
Article

Is a Nuclear Deal with Iran Possible?: An Analytical Framework for the Iran Nuclear Negotiations

By: James K. Sebenius and Michael K. Singh

Varied diplomatic approaches by multiple negotiators over several years have failed to conclude a nuclear deal with Iran. Mutual hostility, misperception, and flawed diplomacy may be responsible. Yet, more fundamentally, no mutually acceptable deal may exist. To assess... View Details

Keywords: Nuclear Proliferation; Zone Of Possible Agreement; International Relations; Negotiation; Iran; United States