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Managing in the Digital Economy

Whether you’re a traditional conglomerate embracing digital transformation for the first time or a cutting edge tech startup looking to scale, managing in the digital economy lends a whole set of new managerial challenges (as well as some age old ones).
Acme mortgage company

What fairness can learn from AI

By requiring us to determine what we count as “fair,” machine learning puts the burden on us to choose which values we deem relevant.

George Corbin presenting

Leading through disruption

Sad but true: most companies’ digital transformation efforts fail due to “internal resistance to change.”

Kathryn Hume presenting

Probably approximately ethical

Machine learning trades exactness for flexibility, but there are consequences for being ‘probably approximately correct.’

Woman stocking warehouse

Digital transformation’s emerging effect on customer expectations

Times have changed. Our online experiences have reshaped our expectations of real life. For instance, consider your last online shopping experience. Ecommerce provides consumers the opportunity to leverage detailed reviews and recommendations and also enables a level of pricing transparency, all of which helps make wise purchasing decisions. Long lines don’t exist online and products […]

A responsibility to judge carefully in the era of prediction decision machines

The past seven years have witnessed the resurgence and perfection of neural networks, the present-day king of prediction machines. It wasn’t always clear that these highly parameterized, flexible methods of machine learning could actually work. While many of the pioneering ideas date back to the 1990s and even 1980s, including those contributed by researchers recognized […]

grocery store overlaid with data

Competing in an AI-driven world

No longer just “cool tech” or an innovative way of doing business, artificial intelligence (AI) has shifted from a novelty to a necessity. In their upcoming book Competing in the Age of AI: Strategy and Leadership When Algorithms and Networks Run the World, Harvard Business School professors Marco Iansiti and Karim Lakhani illustrate how the […]

Interview

Two powerful ways managers can curb implicit biases

Many managers want to be more inclusive, but they don’t know how to get there. They are often not given the right tools to overcome the challenges posed by implicit biases. Research shows there are two, small—but more powerful—ways managers can block bias: first, by closely examining and broadening their definitions of success, and second, […]

wWoman climbing metal ladder

Barriers, not the pipeline, prevent gender equality in tech

The argument that the education pipeline does not produce enough qualified women to take up positions in science and technology-related industries does not hold water. In the US, labour force data show that the number of women working in computing and other digital technology jobs is disproportionately lower than the number of women graduating from […]

Woman in workspace

The costs of inequality: for women, progress until they get near power

This article originally appeared in The Harvard Gazette. It is the best of times. Nearly equal numbers of American women and men now go into medicine and law. More women than men graduate from college and graduate school. The gap between men’s and women’s pay has shrunk in recent decades. It is the worst of […]

Engineering paper

The subtle stressors making women want to leave engineering

Female retention in engineering continues to be a problem. Even after overcoming hurdles to enter the profession, women leave at much higher rates than men.

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