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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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  • January 2018 (Revised March 2019)
  • Case

Autonomous Vehicles: The Rubber Hits the Road...but When?

By: William Kerr, Allison Ciechanover, Jeff Huizinga and James Palano
The rise of autonomous vehicles has enormous implications for business and society. Despite the many headlines and significant investment in the technology by early 2019, it was still unclear when truly autonomous vehicles would be a commercial reality. Students will... View Details
Keywords: Technology Management; Artificial Intelligence; General Management; Robotics; Technological Innovation; Transportation; Disruption; Information Technology; Decision Making; AI and Machine Learning; Auto Industry; Technology Industry
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    Michael Lingzhi Li

    Keywords: health care; insurance industry
    • 26 Apr 2023
    • In Practice

    Is AI Coming for Your Job?

    will be displaced in large numbers. Those job losses will be partially offset by job gains for machine learning specialists and emerging jobs like prompt engineers. But, once companies View Details
    Keywords: by Kristen Senz; Technology
    • Web

    Program Requirements - Doctoral

    Methods II (Economics 2115) Advanced Applied Econometrics (Economics 2144) Industrial Organization (Economics 2610) Statistical Methods for Evaluating Causal Effects (Econ 1127) Advanced Quantitative Methods II (KSG API 210i) Machine... View Details

      Antonio Moreno

      Antonio (Toni) Moreno is the Sicupira Family Associate Professor in the Technology and Operations Management Unit. He teaches courses related to technology and operations management in the MBA, executive, and doctoral programs. Before joining HBS, he was an... View Details

      Keywords: retailing; internet; e-commerce industry
      • 22 May 2020
      • Blog Post

      Reflections on Service - Armed Forces Alumni Association Student Profiles

      Each of these portraits tells a unique story of military service. The HBS students featured represent a small portion of the many veterans who live and learn in our community. They are sons and daughters, brothers and sisters, spouses and... View Details
      • 09 May 2012
      • Research & Ideas

      Clayton Christensen’s “How Will You Measure Your Life?”

      watch the DVDs that they had ordered. As long as the DVDs sat unwatched at customers' homes, Netflix did not have to pay return postage-or send out the next batch of movies that the customer had already paid the monthly fee to get. “As Blockbuster View Details
      • 09 Jan 2024
      • In Practice

      Harnessing AI: What Businesses Need to Know in ChatGPT’s Second Year

      step into 2024, this could be the year a new paradigm for collaborative innovation emerges between human and machine intelligence. Crowdsourcing—a technique using diverse ideas from the masses—is one such area poised for change, research... View Details
      Keywords: by Rachel Layne; Information Technology
      • March 10, 2025
      • Article

      How Gen AI Could Change the Value of Expertise

      By: Joseph Fuller, Matt Sigelman and Michael Fenlon
      In the near future, gen AI is likely to affect some 50 million jobs, automating away elements of some jobs and augmenting workers’ abilities in others. The extent of those changes will compel companies to reshape their organizational structures and rethink their talent... View Details
      Keywords: AI and Machine Learning; Job Cuts and Outsourcing; Organizational Structure; Talent and Talent Management; Personal Development and Career
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        Tatiana Sandino

        Tatiana Sandino is the Arthur Lowes Dickinson Professor of Business Administration in the Accounting and Management Unit, most recently teaching and undertaking the role of course head for the required first-year MBA course Financial Reporting and Control. She has... View Details

        Keywords: retailing; service industry
        • 02 May 2023
        • What Do You Think?

        How Should Artificial Intelligence Be Regulated—if at All?

        (iStockphoto/Rost-9D) Artificial intelligence (AI) is the topic of the moment in circles ranging from science to business to religion. Its potential and implications are driven home when you see robot soccer players improve their game to the point that they behave as a... View Details
        Keywords: by James Heskett; Information Technology; Technology
        • 17 Jun 2014
        • First Look

        First Look: June 17

        out an Industrial Internet, connecting machines and devices, collecting their data and operations, and providing services to clients based on analytics of this data and information. The case considers the implications of such an... View Details
        Keywords: Sean Silverthorne
        • Web

        Creating Emerging Markets

        Knowledge What Machine Learning Teaches Us about CEO Leadership Style Featured Videos Creating Emerging Markets Doing Good By Doing Business - Creating Emerging Markets Overcoming institutional voids to... View Details
        • 21 Mar 2018
        • Research & Ideas

        Why Artificial Intelligence Isn't a Sure Thing to Increase Productivity

        turns out that long before robots replace workers en masse, if ever, workers will be using AI-based tools to do work, as is already seen with radiologists who employ such tools to interpret X-rays and lawyers who turn to View Details
        Keywords: by Michael Blanding; Technology; Information
        • 2025
        • Working Paper

        Is Love Blind? AI-Powered Trading with Emotional Dividends

        By: De-Rong Kong and Daniel Rabetti
        We leverage the non-fungible tokens (NFTs) setting to assess the valuation of emotional dividends (LOVE), a long-standing empirical challenge in private-value markets such as art, antiques, and collectibles. Having created and validated our proxy, we use deep learning... View Details
        Keywords: NFTs; Non-fungible Tokens; AI and Machine Learning; Valuation; Financial Markets
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        • 19 Dec 2023
        • Research & Ideas

        The 10 Most Popular Articles of 2023

        People Get Ahead?Society seems to reward people with particular facial features. Research by Shunyuan Zhang and colleagues uses machine learning to analyze traits that people associate with charisma. The... View Details
        Keywords: by Danielle Kost
        • Web

        Marketing - Faculty & Research

        humanized AI more harshly, and become outraged by programmed preferences—will limit the damage caused by AI failures. Keywords: AI and Machine Learning ; Brands and Branding ; Product Marketing ; Consumer... View Details
        • 2025
        • Book

        The Experimentation Machine: Finding Product–Market Fit in the Age of AI

        By: Jeffrey J. Bussgang
        Leverage AI to be a 10x Founder

        Today’s most successful founders know that the startups that learn the fastest will win. In The Experimentation Machine, I reveal how AI is transforming the way startups find product-market fit and scale.... View Details
        Keywords: AI; Founder; Startup; AI and Machine Learning; Technology Adoption; Business Startups; Entrepreneurship; Market Entry and Exit
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        • Web

        Competing in the Age of AI

        Learn about the AI tools at your disposal, and how to deploy them in your organization. Machine learning isn't the future, it's the here and now. Develop the skills, master the... View Details