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  • 2024
  • Conference Paper

Quantifying Uncertainty in Natural Language Explanations of Large Language Models

By: Himabindu Lakkaraju, Sree Harsha Tanneru and Chirag Agarwal
Large Language Models (LLMs) are increasingly used as powerful tools for several high-stakes natural language processing (NLP) applications. Recent prompting works claim to elicit intermediate reasoning steps and key tokens that serve as proxy explanations for LLM... View Details
Keywords: Large Language Model; AI and Machine Learning
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  • 20 Oct 2023
  • News

Highlights from the Fall 2023 Alumni Board Meeting

of upcoming on-campus alumni conferences, including a Generative AI conference in the spring. External Relations is also introducing a new tool for volunteer management, GiveCampus, that will increase... View Details
  • 30 Nov 2021
  • In Practice

What's the Role of Business in Confronting Climate Change?

The 26th annual United Nations Climate Change Conference of the Parties, also known as COP26, ended with a hard-fought pact that called on businesses and governments to meet their climate change goals faster. The event followed an August report by the Intergovernmental... View Details
Keywords: by Lynn Schenk and Dina Gerdeman
  • 22 Oct 2019
  • Research & Ideas

Use Artificial Intelligence to Set Sales Targets That Motivate

handle human tasks—allows companies to use multiple variables to compute the best targets for employees, often in real time. Many companies have started using machine-learning algorithms to construct AI systems. Such algorithms can take... View Details
Keywords: by Michael Blanding
  • 28 Feb 2018
  • Sharpening Your Skills

Master the Team Meeting

monkeybusinessimages No matter how much we hate going to meetings, there’s a generally accepted best practice that teams should meet with their managers on a regular cadence. More often than not, unfortunately, I hear leaders and their... View Details
Keywords: by Julia Austin
  • Web

Faculty & Advisors - MBA

AB, Applied Mathematics, Harvard University Peter is the Founder & Managing Partner of Stellation Capital, an early stage venture capital firm headquartered in Brooklyn. Prior to this, he spent eight years as a Partner at General... View Details
  • Web

Women’s Leadership Summit - Alumni

institutions, and more. Additional themes included artificial intelligence, DEI initiatives, and career journeys. The diverse audience emphasized the universal nature of the challenges and opportunities facing women in business today, while fostering rich discussions... View Details
  • 16 May 2023
  • In Practice

After Silicon Valley Bank's Flameout, What's Next for Entrepreneurs?

process. Today, it’s SVB, tomorrow it may be something else. While they can’t prepare for every possible scenario, founders should at least know what general processes are in place. Don’t wait for the inevitable. Julia Austin is a senior... View Details
Keywords: by Avery Forman; Technology; Financial Services
  • 01 Mar 2024
  • News

Vital Signs

Image by Edmon De Haro Illustration by Edmon De Haro The signs of strain were there long before the pandemic: Health care workers had been managing under tremendous pressures while working long hours in understaffed hospitals. Then COVID unleashed an unprecedented... View Details
Keywords: Jen McFarland Flint; Hospitals; Health, Social Assistance
  • 13 May 2024
  • Research & Ideas

Picture This: Why Online Image Searches Drive Purchases

Professor of Business at HBS, who is a coauthor of the new research. “Companies are finally coming to this realization and adjusting online search tools accordingly.” The market for AI technology in retail—and the promise of a more... View Details
Keywords: by Rachel Layne; Information Technology; Technology; Consumer Products; Retail
  • 25 Jun 2024
  • Research & Ideas

How Transparency Sped Innovation in a $13 Billion Wireless Sector

products. But, in general, I would have to say the more partners, the better.” You Might Also Like: Open Source Software: The $9 Trillion Resource Companies Take for Granted How to Make AI 'Forget' All the Private Data It Shouldn't Have... View Details
Keywords: by Jay Fitzgerald; Technology
  • Web

Globalization - Faculty & Research

that neither strains the dollar nor generates a bifurcated global financial system. Keywords: International Relations ; Currency ; Macroeconomics ; Globalized Economies and Regions ; China ; United States Citation Read Now Related... View Details
  • 2024
  • Article

Learning Under Random Distributional Shifts

By: Kirk Bansak, Elisabeth Paulson and Dominik Rothenhäusler
Algorithmic assignment of refugees and asylum seekers to locations within host countries has gained attention in recent years, with implementations in the U.S. and Switzerland. These approaches use data on past arrivals to generate machine learning models that can... View Details
Keywords: AI and Machine Learning; Refugees; Employment
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  • Web

Sample Student Projects - Institute For Strategy And Competitiveness

Egypt The Textile Cluster in Egypt (2012) The Offshoring Cluster in Egypt (2009) France France's Competitiveness in AI (2017) Toulouse Aerospace Cluster (2013) France Wine Cluster (2013) Germany Baden-Wuerttemberg Automobile Cluster... View Details
  • November 2023
  • Case

Open Source Machine Learning at Google

By: Shane Greenstein, Martin Wattenberg, Fernanda B. Viégas, Daniel Yue and James Barnett
Set in early 2023, the case exposes students to the challenges of managing open source software at Google. The case focuses on the challenges for Alex Spinelli, Vice President of Product Management for Core Machine Learning. He must set priorities for Google’s efforts... View Details
Keywords: Decision Choices and Conditions; Technological Innovation; Open Source Distribution; Strategy; AI and Machine Learning; Applications and Software; Technology Industry; United States
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  • Web

Design Thinking Course | HBS Online

submit certain assignments, or one relating to deadlines or time estimates, you can also express those in a similar fashion. Please note that no preexisting familiarity or experience with generative AI is... View Details
  • 2023
  • Chapter

Marketing Through the Machine’s Eyes: Image Analytics and Interpretability

By: Shunyuan Zhang, Flora Feng and Kannan Srinivasan
he growth of social media and the sharing economy is generating abundant unstructured image and video data. Computer vision techniques can derive rich insights from unstructured data and can inform recommendations for increasing profits and consumer utility—if only the... View Details
Keywords: Transparency; Marketing Research; Algorithmic Bias; AI and Machine Learning; Marketing
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  • 09 Apr 2024
  • Research & Ideas

When Climate Goals, Housing Policy, and Corporate R&D Collide, Social Good Can Emerge

For almost four years, Omar Asensio and his colleagues have been studying the impact of federal energy programs on low-income neighborhoods. The intersection of technology—artificial intelligence, in particular—and public policy has long been an area of focus for... View Details
Keywords: by Glen Justice
  • Web

Newsletters | Baker Library

Newsletters Baker Library curates newsletters on various topics and industries for members of the HBS community. Sign up for our newsletters Industry Highlights Newsletters Diversity, Equity & Inclusion Newsletter Generative View Details
  • 01 Dec 2023
  • News

Rounding the Bend

Illustration by Fernando Cobelo To help people visualize what a circular economy could look like and bring the challenges down to a closet-sized scale, Emily Bolon (MBA/MPA 2007) recommends the following exercise. First, make a mental tally of the number of garments... View Details
Keywords: Jen McFarland Flint; Miscellaneous Store Retailers; Retail Trade; Apparel Manufacturing; Manufacturing