Machine Learning Models - Publications - Faculty & Research

03 May 2010
Research & Ideas

What Is the Future of MBA Education?

the order of 25-, 30-, even 50-percent at highly-ranked schools outside the top 15 or so schools. The schools were, by and large, unaware of how widespread the problem was. Each thought the problem of declining enrolments was unique to them. In the course of our... View Details

Keywords: by Martha Lagace; Education

28 May 2020
Research & Ideas

Coronavirus Could Create a 'Bankruptcy Pandemic'

economic recovery. Will any of these positive developments materialize? The fact is, forecasting the number of bankruptcies presents the same modeling challenges as forecasting the number COVID-19 cases. Absent any such relief, it may be... View Details

Keywords: by Dina Gerdeman; Financial Services; Banking

Research Summary

Leadership and Leadership Development: An Ontological Approach

This summarizes my research program over the last twelve years (with my co-investigators Werner Erhard, Steve Zaffron, and more recently Kari Granger) in which the objective has been to rigorously distinguish leader and leadership and to create a technology for... View Details

22 Jul 2019
Book

How to Be a Digital Platform Leader

All of the most valuable firms in the world today are platforms, starting with Apple, Microsoft, Google and Amazon. But platforms do not evolve in predictable ways, and there is a lot that managers and entrepreneurs can learn about past,... View Details

Keywords: by Martha Lagace

16 Jul 2013
First Look

First Look: July 16

more or less effective? Does bundling serve as a complement or substitute to network effects? To address these questions, we develop a consumer-choice model from micro-foundations to capture the essentials of our setting, the handheld... View Details

Keywords: Anna Secino

May 2021
Supplement

Distinct Software Dataset

By: Das Narayandas

Keywords: Artificial Intelligence; Marketing; AI and Machine Learning

Citation

Purchase

March 2017
Supplement

Donna Dubinsky, Numenta and Artificial Intelligence

By: David B. Yoffie

Donna Dubinsky, CEO of Numenta, discusses her views of the future of artificial intelligence and the strategic challenges of building a new platform. View Details

Keywords: Artificial Intelligence; Strategy; Technological Change; AI and Machine Learning; Technology Industry

Citation

Purchase

Web

Data Tips & Toolkits - Research Computing Services

Fellegi-Sunter probabilistic record linkage model that allows for missing data and the inclusion of auxiliary information: https://cran.r-project.org/web/packages/fastLink/index.html . Machine View Details

27 Jun 2024
Research & Ideas

Gen AI Marketing: How Some 'Gibberish' Code Can Give Products an Edge

It’s the new way of comparison shopping in the age of large language models (LLM): Tapping into AI-driven search engines for research and advice on which products to buy. But can consumers trust the recommendations to be impartial? New... View Details

Keywords: by Ben Rand; Technology

2024
Working Paper

Displacement or Complementarity? The Labor Market Impact of Generative AI

By: Wilbur Xinyuan Chen, Suraj Srinivasan and Saleh Zakerinia

Generative AI is poised to reshape the labor market, affecting cognitive and white-collar occupations in ways distinct from past technological revolutions. This study examines whether generative AI displaces workers or augments their jobs by analyzing labor demand and... View Details

Keywords: Generative Ai; Labor Market; Automation And Augmentation; Labor; AI and Machine Learning; Competency and Skills

Citation

Read Now

As the founder of the Maytag Company, Maytag was renowned for his financial reliability and technical innovation. The company introduced several models of washing machines with great success, including the... View Details

Keywords: Fabricated Goods

December 18, 2024
Article

Is AI the Right Tool to Solve That Problem?

By: Paolo Cervini, Chiara Farronato, Pushmeet Kohli and Marshall W Van Alstyne

While AI has the potential to solve major problems, organizations embarking on such journeys of often encounter obstacles. They include a dearth of high-quality data; too many possible solutions; the lack of a clear, measurable objective; and difficulty in identifying... View Details

Keywords: Artificial Intelligence; AI and Machine Learning; Problems and Challenges

Citation

Register to Read

March 2024
Exercise

'Storrowed': A Generative AI Exercise

By: Mitchell Weiss

"Storrowed" is an exercise to help participants raise their capacity and curiosity for generative AI. It focuses on generative AI for problem understanding and ideation, but can be adapted for use more broadly. Participants use generative AI tools to understand a... View Details

Keywords: AI and Machine Learning; Problems and Challenges

Citation

Purchase

Winter 2021
Editorial

Introduction

By: Michael A. Wheeler

This issue of Negotiation Journal is dedicated to the theme of artificial intelligence, technology, and negotiation. It arose from a Program on Negotiation (PON) working conference on that important topic held virtually on May 17–18. The conference was not the... View Details

Keywords: Artificial Intelligence; Information Technology; Negotiation; AI and Machine Learning

Citation

Find at Harvard

September 2024
Exercise

Finding Your 'Jagged Frontier': A Generative AI Exercise

By: Mitchell Weiss

In 2023 a set of scholars set out to study the effect of artificial intelligence (AI) on the quality and productivity of knowledge workers—in this specific instance, management consultants. They wanted to know across a range of tasks in a workflow, which, if any, would... View Details

Keywords: AI and Machine Learning; Performance Productivity; Performance Evaluation; Consulting Industry

Citation

Purchase

November 2, 2021
Article

The Cultural Benefits of Artificial Intelligence in the Enterprise

By: Sam Ransbotham, François Candelon, David Kiron, Burt LaFountain and Shervin Khodabandeh

The 2021 MIT SMR-BCG report identifies a wide range of AI-related cultural benefits at both the team and organizational levels. Whether it’s reconsidering business assumptions or empowering teams, managing the dynamics across culture, AI use, and organizational... View Details

Keywords: AI and Machine Learning; Organizational Culture; Performance Effectiveness

Citation

Register to Read

20 Oct 2022 - 22 Oct 2022
Talk

Stigma Against AI Companion Applications

By: Julian De Freitas, A. Ragnhildstveit and A.K. Uğuralp

Keywords: AI and Machine Learning; Attitudes; Perception

Citation

05 Nov 2024
Research & Ideas

AI Can Help Leaders Communicate, But Can't Make Employees Listen

Choudhury and his team built a “CEO Bot” by providing a large language model with all internal and external communications from the real boss, including emails and Slack messages. The idea was to create a View Details

Keywords: by Ben Rand; Information Technology; Technology

February 2024
Technical Note

AI Product Development Lifecycle

By: Michael Parzen, Jessie Li and Marily Nika

In this article, we will discuss the concept of AI Products, how they are changing our daily lives, how the field of AI & Product Management is evolving, and the AI Product Development Lifecycle. View Details

Keywords: Artificial Intelligence; Product Management; Product Life Cycle; Technology; AI and Machine Learning; Product Development

Citation

Educators

Purchase