
AI-assisted language translation: Context is king
- 02 JUN 2021 | MANAGING THE FUTURE OF WORK
Translators aren’t headed for obsolescence just yet. Computer-assisted language translation
has come a long way, but for many jobs, you’ll still need a human in the loop to avoid
inaccuracies, tone-deafness, and cultural insensitivity. Computer scientist Spence
Green is president of enterprise language translation company, Lilt. He unpacks state-of-the-art
neural network machine translation and explains the critical function of localizing
content for international markets.
Translators aren’t headed for obsolescence just yet. Computer-assisted language translation
has come a long way, but for many jobs, you’ll still need a human in the loop to avoid
inaccuracies, tone-deafness, and cultural insensitivity. Computer scientist Spence
Green is president of enterprise language translation company, Lilt. He unpacks state-of-the-art
neural network machine translation and explains the critical function of localizing
content for international markets.

Working to Learn: Despite a growing set of innovators, America struggles to connect education and career
By: Joseph B. Fuller, Rachel Lipson, Jorge Encinas, Tessa Forshaw, Alexis Gable, J.B. Schramm
- 7 Apr 2021
- |
- Harvard Project on Workforce
An increasing number of organizations are working to link postsecondary education to employment opportunities—especially for underrepresented groups. Their efforts can benefit from more direct engagement with employers and an approach that prioritizes and tracks both education and employment outcomes. By focusing on transferrable skills and helping learners with necessities like transportation, housing, and childcare, these organizations can help promote upward mobility. More research on the education-and-employment sector can help philanthropists, business leaders, and policy makers identify innovative models that can scale up to address systemic barriers to social and economic opportunity in America.

The Gift of Global Talent: How Migration Shapes Business, Economy & Society
By: William R. Kerr
- 27 May 2020
The global race for talent is on, with countries and businesses competing for the best and brightest. William R. Kerr combines insights and lessons from business, government, and individual decision making to explore the data and ideas that should drive the next wave of immigration policy and business practice.
Research Topics
Vodafone: Managing Advanced Technologies and Artificial Intelligence
By: William R. Kerr & Emer Moloney
- 19 FEB 2018
Vodafone was operating in the fast-moving telecommunications market where innovation and scale were key. Faced with an onslaught of technological advances-big data, automation and artificial intelligence-CEO Vittorio Colao reflected on how he should change the organization to incorporate these advancements to improve the way the functions work, how to incorporate machine learning and artificial intelligence that de facto improve productivity and slash costs and what can he could do to give back to society and make sure that new opportunities were created for the new generation.
Transformation at ING (A): Agile
By: William R. Kerr, Federica Gabrieli, & Emer Moloney
- 15 JAN 2018
In December 2017, Vincent van den Boogert, CEO of ING in the Netherlands, was reflecting upon the company's "agile" transformation, a reorganization of work which had been critical to respond to and exceed rapidly changing customer expectations. Launched in 2015 at the head office, agile had spread to the rest of the Dutch organization, from client services to the branch network, and permeated the overall company culture. It was now time to rollout the transformation to other units of the ING Group, but some questions remained: could agile be as successful in other countries as it had been in the Netherlands? How fast should ING roll out the transformation? How could they build on the experience acquired so far to improve their methodology?
Hot Chicken Takeover
By: William R. Kerr, Manjari Raman, & Olivia Hull
- 27 FEB 2019
By December 2018, entrepreneur Joe DeLoss's fried chicken company, Hot Chicken Takeover, has opened three restaurants in Columbus, Ohio using an unconventional employment model that helps people with criminal records get back on their feet. DeLoss is proud of the supportive employment environment he has cultivated, but wonders how to scale it beyond Columbus.
The Golden Triangle: Back in Business (A)
By: Joseph B. Fuller, William R. Kerr, Manjari Raman, & Donald Maruyama
- 08 FEB 2018
The Golden Triangle Region (GTR) is a three-county area in rural Mississippi that suffered a steep decline as manufacturing companies faced pressures from automation and overseas competition. Between the mid 1980s and late 1990s, several textile, toy, and tubing factories that accounted for a substantial share of local employment closed and forced GTR residents to make a difficult choice - leave their homes and communities behind for better employment opportunities elsewhere or stay and face a lower quality of life. GTR LINK, the local economic development agency, brought in a new leader in Joe Max Higgins, Jr in order to stem the flight of businesses from the region and offer locals the hope that they could stay and still enjoy a better tomorrow.
Digital Transformation at ING Netherlands
By: William R. Kerr
By: William R. Kerr
- 21 OCT 2019
Vincent van den Boogert, CEO of ING Netherlands, discusses ING’s digital transformation
efforts
Vincent van den Boogert, CEO of ING Netherlands, discusses ING’s digital transformation
efforts

Spotify, Pixar, Levi’s, and Nearly 200 Other Companies Join Time’s up to Reimagine the Caregiving Economy
Re: Joseph Fuller
- 20 May 2021

Low-Skill Worker Training Needs More Employer Input
- 13 May 2021
- |
- Governing

For a more equitable recovery, corporations must stop using a college degree as a proxy for ability
Re: Joseph Fuller & Manjari Raman
- 09 Feb 2021
- |
- Fast Company



















