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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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  • 08 Apr 2014
  • First Look

First Look: April 8

By: Hałaburda, Hanna, and Felix Oberholzer-Gee Abstract—The value of many products and services rises or falls with the number of customers using them; the fewer fax machines in use, the less important it is to have one. These network... View Details
Keywords: Sean Silverthorne
  • 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
  • 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
  • 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 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

    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

      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
      • 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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      • 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
      • 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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      • 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
      • 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
      • 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

      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
      • Web

      Blavatnik Fellowship in Life Science Entrepreneurship - Health Care

      improving healthcare access and outcomes on a broad scale. Before HBS, Somani spent 10 years in the industry, managing software development teams building machine learning platforms at Oracle and Amazon... View Details
      • Web

      Podcast - Business & Environment

      mesh networks detect wildfires at their inception and transmit real-time alerts to their customers. He also discusses the technical challenges of embedding machine learning into low-cost sensors, the... View Details
      • Web

      Dean Srikant Datar | About

      and machine learning and artificial intelligence. He has published his work on activity-based management, quality, productivity, time-based competition, new product development, bottleneck management,... View Details
      • 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