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  • 2023
  • Article

Post Hoc Explanations of Language Models Can Improve Language Models

By: Satyapriya Krishna, Jiaqi Ma, Dylan Slack, Asma Ghandeharioun, Sameer Singh and Himabindu Lakkaraju
Large Language Models (LLMs) have demonstrated remarkable capabilities in performing complex tasks. Moreover, recent research has shown that incorporating human-annotated rationales (e.g., Chain-of-Thought prompting) during in-context learning can significantly enhance... View Details
Keywords: AI and Machine Learning; Performance Effectiveness
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  • Article

Design and Testing of a Mobile Health Application Rating Tool

By: David Levine, Zo Co, Lisa Newmark, Alissa Groisser, A Jay Holmgren, Jennifer Haas and David Bates
Mobile health applications (“apps”) have rapidly proliferated, yet their ability to improve outcomes for patients remains unclear. A validated tool that addresses apps’ potentially important dimensions has not been available to patients and clinicians. The objective of... View Details
Keywords: Health; Mobile Technology; Design; Analysis
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  • Web

Topics - HBS Working Knowledge

Complexity (3) Conflict Management (4) Conflict and Resolution (13) Conflict of Interests (1) Construction (1) Consumer Behavior (173) Contracts (7) Cooperation (3) Cooperative Ownership (1) Copyright (2) Core Relationships (1) Corporate... View Details
  • January 1987
  • Article

Posterior Implementability in a Two-person Decision Problem

By: Jerry R. Green and Jean-Jacques Laffont
When a decision rule is implemented using a Bayesian incentive compatible mechanism in which the messages are publicly observable, the players' information is augmented by their observation of each others' strategies. In this paper we study the set of Bayesian... View Details
Keywords: Incentives; Commitment; Mechanism Design; Decision Making; Information
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  • August 2019
  • Case

Twiggle: E-Commerce with Semantic Search

By: Shane Greenstein and Danielle Golan
Four years after being founded, in 2014, by former Google executives Amir Konigsberg (CEO) and Adi Avidor (CTO), Twiggle had developed a search enhancement that plugged into an online merchant’s existing framework. The company utilized advanced structuring and... View Details
Keywords: Search Technology; Customer Acquisition; Internet and the Web; Technological Innovation; Commercialization; Growth and Development Strategy; E-commerce; Technology Industry; Israel
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  • 2017
  • Working Paper

Business and Green Knowledge Production in Sweden 1960s–1980s

By: Ann-Kristin Bergquist and Kristina Söderholm
This working paper contributes to the burgeoning historical literature that has transformed our understanding about the relationship between big business and the environmental regulation. Previously, it was believed that corporate managers resisted the extra costs... View Details
Keywords: Environmental Sustainability; Governing Rules, Regulations, and Reforms; Business and Government Relations; Research and Development; History; Sweden
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  • Web

Arthur Rock Center for Entrepreneurship | About

Arthur Rock Center for Entrepreneurship Arthur Rock (MBA 1951) Rock Center was made possible by and named in honor of pioneering venture capitalist Arthur Rock (MBA 1951). The present-day home of the Arthur Rock Center for Entrepreneurship was View Details
  • Web

Aldrich Hall | About

eliminated from the 1920s campus construction for economic reasons, and growing enrollments in the wake of World War II stretched the limits of provisional facilities in Baker and Carpenter Halls. With extensive input from Dean Donald K.... View Details
  • 29 Mar 2022
  • Book

5 Qualities That Help Companies Thrive for Decades—Even Centuries

How do companies survive not just for years, but for decades? For centuries even? During a global pandemic, researchers are studying anew what makes companies resilient, agile, and enduring. After all, Japanese construction firm Kongō... View Details
Keywords: by Sean Silverthorne
  • 09 Jul 2020
  • Research & Ideas

It’s Time to Reset Decision-Making in Your Organization

meeting formats in favor of “collaborative problem-solving sessions.” These are action-oriented, beginning with a list of issues that need to be resolved, focused on constructive conflict, and ending with a decision. “Swarming sessions,”... View Details
Keywords: by Boris Groysberg and Sarah Abbott
  • 2013
  • Working Paper

The Appeal of the Appropriate: Accounting, Risk Management, and the Competition for the Supply of Control Systems

By: Anette Mikes
How do certain risk measurements in organizations come to be seen as more reliable and acceptable than others? Taking a multiple-control perspective, I investigate the aftermath of a control debacle at a financial services company (MultiBank), focusing on its insurance... View Details
Keywords: Management Control Systems; Multiple Control Systems; Interactive Control Systems; Performance Measurement; Risk Measurement; Financialization Of Accounting; Institutional Logics; Banking; Risk Management; Fair Value Accounting; Insurance; Financial Services Industry
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  • Web

Doing Business with China: Early American Trading Houses - A Chronicle of the China Trade

Home Site map Map / Directions Search: General Information HBS Home About Annual Report Campus Commencement Dean Nohria Employment Give News New Construction Academic Programs Doctoral Programs Executive Education MBA Summer Venture in... View Details
  • 20 Dec 2010
  • Research & Ideas

Panama Canal: Troubled History, Astounding Turnaround

shores which nature has decreed to be most vital to our national safety, not to mention our prosperity." Q: You describe the US involvement in the construction and administration of the Panama Canal as a "successful American... View Details
Keywords: by Sarah Jane Gilbert; Transportation
  • 28 Nov 2018
  • HBS Seminar

Jon Jachimowicz, Columbia University

  • 22 Feb 2018
  • Book

The New History of American Capitalism

property come into being and inflect material and ideological life. The study of finance as a concept constructed by law and naturalized by economics is one theme that the new history of American capitalism emphasizes and that exemplifies... View Details
Keywords: Manufacturing
  • 13 Feb 2020
  • Book

Open Your Organization to Honest Conversations

wrong. They just can’t find a way to talk to each other about it. And I think that’s what was going on. We all knew the problems were there, and I think we could not find a way to discuss it with each other in a constructive way.” After... View Details
Keywords: by Dina Gerdeman
  • 03 Oct 2005
  • Research & Ideas

The Truck Driver Who Reinvented Shipping

power of its own wheels. On the contrary, McLean saw several stackable trailers in the hull of the ship. The trailers would need to be constructed of heavy steel so that they could withstand rough seas and protect their contents. They... View Details
Keywords: by Anthony J. Mayo & Nitin Nohria; Manufacturing; Transportation; Aerospace
  • 2023
  • Article

Probabilistically Robust Recourse: Navigating the Trade-offs between Costs and Robustness in Algorithmic Recourse

By: Martin Pawelczyk, Teresa Datta, Johannes van-den-Heuvel, Gjergji Kasneci and Himabindu Lakkaraju
As machine learning models are increasingly being employed to make consequential decisions in real-world settings, it becomes critical to ensure that individuals who are adversely impacted (e.g., loan denied) by the predictions of these models are provided with a means... View Details
Keywords: AI and Machine Learning; Decision Choices and Conditions; Mathematical Methods
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  • Web

Indoor Spaces | About

and a director of the C.D. Spangler Construction Company. Stamps Reading Room The Stamps Reading Room, located in Baker Library | Bloomberg Center, was made possible through the support of the charitable foundation of E. Roe Stamps IV... View Details
  • Web

Speeding Up the Trade: Clippers and Steamships - A Chronicle of the China Trade

Home Site map Map / Directions Search: General Information HBS Home About Annual Report Campus Commencement Dean Nohria Employment Give News New Construction Academic Programs Doctoral Programs Executive Education MBA Summer Venture in... View Details