AI Algorithms - Publications - Faculty & Research

2021
Article

To Thine Own Self Be True? Incentive Problems in Personalized Law

By: Jordan M. Barry, John William Hatfield and Scott Duke Kominers

Recent years have seen an explosion of scholarship on “personalized law.” Commentators foresee a world in which regulators armed with big data and machine learning techniques determine the optimal legal rule for every regulated party, then instantaneously disseminate... View Details

Keywords: Personalized Law; Regulation; Regulatory Avoidance; Regulatory Arbitrage; Law And Economics; Law And Technology; Law And Artificial Intelligence; Futurism; Moral Hazard; Elicitation; Signaling; Privacy; Law; Governing Rules, Regulations, and Reforms; Information Technology; AI and Machine Learning

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10 Feb 2020
In Practice

6 Ways That Emerging Technology Is Disrupting Business Strategy

Economic Research. 3. Algorithms are changing the pricing game “Firms are increasingly using pricing algorithms to set prices, especially in online markets. Pricing View Details

Keywords: by Danielle Kost

07 Feb 2022
Research & Ideas

Digital Transformation: A New Roadmap for Success

companies. While they agreed that leaders urgently needed to expand their knowledge, they didn’t see eye to eye on what digital literacy means. A few argued that leaders should understand data analytics and AI deeply, and even learn to... View Details

Keywords: by Linda A. Hill, Ann Le Cam, Sunand Menon, and Emily Tedards

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... View Details

Keywords: by Michael Blanding

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2023 Reunion Presentations - Alumni

Artificial Intelligence and the Future of Work in the Post-Covid World Professor Joe Fuller (MBA 1981) + More Info – Less Info What is going on in labor market? How will generative AI and other technologies affect the future of work? How... View Details

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Health Care - Faculty & Research

of common acute pathologies visible on CT scans. The company had 20 algorithms used by over 900 global hospitals and had 17 FDA clearances—the highest number of any clinical AI company at the time. The... View Details

03 Jan 2017
First Look

January 3, 2017

Winter 2017 MIT Sloan Management Review Why Big Data Isn't Enough By: Chai, Sen, and Willy C. Shih Abstract—There is a growing belief that sophisticated algorithms can explore huge databases and find relationships independent of any... View Details

Keywords: Carmen Nobel

01 Mar 2024
News

Vital Signs

day. An abbreviation of “demonstrating diagnostics,” DemDx is a software platform with embedded AI technology that guides health care providers through all the necessary questions in a patient examination to speed the patient onto the... View Details

Keywords: Jen McFarland Flint; Hospitals; Health, Social Assistance

16 Dec 2022
Research & Ideas

Why Technology Alone Can't Solve AI's Bias Problem

human toll to letting algorithms do the work. “Maybe there is a bias from people who have been traditionally hiring men.” Searches on popular recruiting sites might seem like a neutral way to find prospective candidates, but their... View Details

Keywords: by Michael Blanding; Technology

01 Jun 2024
News

Quantum Leap

will prove vastly superior to classical computers at complex, resource-intensive tasks like training AI systems, optimizing supply chains, or designing airplanes and automobiles. According to Kumar, many financial services firms are... View Details

Keywords: Alexander Gelfand; photographed by Chris Sorensen; quantum computing; innovation; leadership; Computer and Electronic Product Manufacturing; Manufacturing

31 Jul 2023
News

Striving for Imperfection

interaction of multiple AI models also with people. This has been used to great effect to guessing sports outcomes, but also to doing cancer diagnosis. It turns out that a swarm of AI View Details

Keywords: Management of Companies and Enterprises; Management

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Globalization - Faculty & Research

a Hospital-Centric AI Platform By: Ariel D. Stern and Susan Pinckney June 2024 | Case | Faculty Research In 2023, Israel-based AI health care company Aidoc evaluated its future. The company, founded in 2016,... View Details

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Faculty & Advisors - MBA

co-founder and CTO of Clever, an educational technology platform that is used by nearly half of the school districts in the U.S. Prior to Clever, Rafael was an Algorithmic Trader at Jump Trading. Dayna Grayson MBA ’06, Harvard University;... View Details

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Tsedal Neeley | About

and transformation. The Digital Mindset: What It Really Takes to Thrive in the age of Data, Algorithms and AI introduces the "30% rule" outlining the minimum technology and change capabilities needed to... View Details

01 Mar 2024
News

Alumni and Faculty Books and Podcasts

digital strategy expert Venkat Venkatraman offer a first-of-its-kind playbook that will help industrial companies combine what they do best (create physical products) with what digitals do best (use algorithms and View Details

Keywords: Publishing Industries (except Internet); Information

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Winners & Runners-Up | New Venture Competition

for African migrants. Feather Health Kirsten Soong (MBA 2022) Daniel Navarro Mariya Rivkin (MBA 2022) Social Enterprise Track Runner-Up An AI driven digital platform to help people with chronic pain. CardioPhi Nishu Uppal (MD/MBA 2022)... View Details

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2022 Reunion Presentations - Alumni

Algorithmic Bias and Discrimination Associate Professor Ayelet Israeli + More Info – Less Info Digitalization and artificial intelligence (AI) have made an abundance of data and technological tools available to companies. Firms are... View Details

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Marketing Awards & Honors - Faculty & Research

for "The Value of Descriptive Analytics: Evidence from Online Retailers" with Ron Berman ( Marketing Science , 2022). Shunyuan Zhang : Nominated for the 2022 John D. C. Little Award for “Frontiers: Can an AI View Details

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Technology & Operations Management Awards & Honors - Faculty & Research

category for “Understanding and Mitigating Privacy Risks of Algorithmic Recourse.” Edward McFowland III : Winner of the Best Complete Paper Award at the 2022 INFORMS Workshop on Data Science for "Ensemble IV: Creating Instrumental... View Details

12 Oct 2022
Research & Ideas

When Design Enables Discrimination: Learning from Anti-Asian Bias on Airbnb

and 334,906 reviews in New York City, one of Airbnb’s major markets. Using reviews as a proxy for bookings, the researchers tracked reviews for the year before and the year after the pandemic began. They turned to NamePrism, a publicly available View Details

Keywords: by Pamela Reynolds; Technology; Travel

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