Publications

August 2024
Background Note

Mitigating Climate Change with Machine Learning

By: Michael W. Toffel, Kelsey Carter, Amy Chambers, Avery Park and Susan Pinckney

This note highlights how machine learning is being used to decarbonize (reduce GHG emissions) several key sectors including electricity, transportation, building, industrial processes, and agriculture -- and how machine learning is being used to accelerate efforts to... View Details

Keywords: Climate; Artificial Intelligence; Adaptation; Climate Change; AI and Machine Learning; Innovation and Invention

15 Feb 2013
News

M&A Mavens: No Reason for Uncertainty

01 Nov 2019
Video

Jaithirth Rao

Jerry Rao, serial entrepreneur and founder of India-based real estate company Value and Budget Housing Corporation, discusses the causes of corruption in the real estate sector. He blames a regulatory system... View Details

March 2018
Supplement

China Vanke: Battle for Control (C)

By: Lynn S. Paine, Charles C.Y. Wang, Dawn H. Lau and Anthony K. Woo

Baoneng calls for the removal of China Vanke's board of directors, citing as reasons the directors' mishandling of the Shenzhen Metro proposal as well as the company's various breaches of corporate governance requirements. Vanke defends itself against Baoneng's... View Details

Keywords: China Vanke; China Resources; Hostile Takeover; Board Of Directors; Shareholding Structure; Shareholder Rights; Asset Restructuring; Corporate Governance; Governing and Advisory Boards; Valuation; Business and Shareholder Relations; Real Estate Industry; China

2023
Working Paper

Accounting for Carbon Offsets – Establishing the Foundation for Carbon-Trading Markets

By: Robert S. Kaplan, Karthik Ramanna and Marc Roston

Tackling climate change requires reductions in current and future greenhouse gas (GHG) emissions as well as the removal of existing GHG from the atmosphere. Carbon-offset producers purport to provide such removals. But poor measurement practices and inadequate controls... View Details

Keywords: Carbon Offsetting; Climate Change; Environmental Regulation; Corporate Accountability

SSRN

Read Now

Seth Neel

Seth Neel is an Assistant Professor housed in the Department of Technology and Operations Management (TOM) at HBS, and a Faculty Affiliate in Computer Science at SEAS. He is Principal Investigator of the Trustworthy AI Lab in Harvard's new View Details

February 2021
Case

Apple: Privacy vs. Safety (A)

By: Henry McGee, Nien-hê Hsieh, Sarah McAra and Christian Godwin

In 2015, Apple CEO Tim Cook debuted the iPhone 6S with enhanced security measures that enflamed a debate on privacy and public safety around the world. The iPhone 6S, amid a heightened concern for privacy following the 2013 revelation of clandestine U.S. surveillance... View Details

2023
Working Paper

In-Context Unlearning: Language Models as Few Shot Unlearners

By: Martin Pawelczyk, Seth Neel and Himabindu Lakkaraju

Machine unlearning, the study of efficiently removing the impact of specific training points on the trained model, has garnered increased attention of late, driven by the need to comply with privacy regulations like the Right to be Forgotten. Although unlearning is... View Details

Keywords: AI and Machine Learning; Copyright; Information

Read Now

June 2012 (Revised June 2012)
Case

PunchTab, Inc. Investor Presentation Deck

By: William R. Kerr and Ramana Nanda

This case examines the PowerPoint presentation that Ranjith Kumaran, founder of the start-up PunchTab, Inc., is using for his investment pitches to venture capital firms. Students can discuss the materials that Kumaran has included, his presentation style, and what... View Details

Keywords: Entrepreneurship; Management; Presentations; Venture Capital; Business Startups

03 Oct 2017
Working Paper Summaries

When Exit is an Option: Effects of Indiscriminate Violence on Attitudes Among Syrian Refugees in Turkey

Keywords: by Kristin Fabbe, Chad Hazlett, and Tolga Sinmazdemir

June 2006
Case

Vignette: Bombay Tyre Manufacturing Ltd.

By: G. Felda Hardymon and Ann Leamon

Presents a U.S.-based investor who had taken a minority position in a publicly owned manufacturer in India. The company's controller is not performing and the stock price is suffering because of delayed and disappointing results. Removing the controller, however, is... View Details

Keywords: Investment; Equity; Foreign Direct Investment; Financial Management; Investment Activism; Business Strategy; Growth and Development Strategy

Find at Harvard

20 Nov 2019
News

Lifting Fallen Families

In 1989, Sergeant William Delaney Gibbs was in Panama participating in Operation Just Cause, set to remove military dictator Manuel Noriega from power. He was with the Seventh Infantry Division and, during combat five days before the Christmas holiday, he was killed.... View Details

Keywords: Maureen Harmon

27 Mar 2015
HBS Seminar

David Ong, Peking University, HSBC Business School. Paper joint with Ho Fai Chan (Queensland University of Technology), Benno Torgler (Queensland University of Technology; CREMA; CESifo), and Yu (Alan) Yang (Peking University)

10 Apr 2015
HBS Seminar

Jim Manzi (Chairman, Applied Predictive Technologies)

July 2016
Case

Spotify

By: Anita Elberse and Alexandre de Pfyffer

In November 2014, Spotify's chief content officer Ken Parks learns that record label Big Machine Records has requested the immediate removal of superstar artist Taylor Swift's entire catalogue from Spotify's music streaming service. Is it time for Spotify to reconsider... View Details

Keywords: Entertainment; Marketing; Superstar; Music; Entertainment Marketing; Media; Digital Technology; Creative Industries; Product Portfolio Management; General Management; Management; Strategy; Internet and the Web; Open Source Distribution; Creativity; Music Entertainment; Product Marketing; Music Industry

Research Summary

Overview

By: Goran Calic

What makes some organizations more innovative than others? Innovation follows from strategy and structure. A good strategy allows individuals to impose their own imagination towards organizational goals in a coordinated way. Good structure adds incentives that... View Details

07 Mar 2016
News

The Trump-Obama Corporate Tax Reform Fail

August 3, 2022
Article

Why NFT Creators Are Going cc0

By: and Scott Duke Kominers Flashrekt

Strategies for building brands, communities, and content through intellectual property (IP) vary greatly across NFT projects. Some maintain more or less standard IP protections; others give just NFT owners rights to innovate upon the associated intellectual property;... View Details

Keywords: Non-fungible Tokens; NFTs; Video Games; Merchandising; Creative Commons; Intellectual Property