Prompt Engineering

October 2024
Technical Note

2024
Working Paper

The Crowdless Future? Generative AI and Creative Problem Solving

By: Léonard Boussioux, Jacqueline N. Lane, Miaomiao Zhang, Vladimir Jacimovic and Karim R. Lakhani

The rapid advances in generative artificial intelligence (AI) open up attractive opportunities for creative problem-solving through human-guided AI partnerships. To explore this potential, we initiated a crowdsourcing challenge focused on sustainable, circular economy... View Details

Keywords: Large Language Models; Crowdsourcing; Generative Ai; Creative Problem-solving; Organizational Search; AI-in-the-loop; Prompt Engineering; AI and Machine Learning; Innovation and Invention

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2016
Working Paper

Innovating in Science and Engineering or 'Cashing In' on Wall Street? Evidence on Elite STEM Talent

By: Pian Shu

Using data on MIT bachelor's graduates from 1994 to 2012, this paper empirically examines the extent to which the inflow of elite talent into the financial industry affects the supply of innovators in science and engineering (S&E). I first show that finance does not... View Details

Keywords: Higher Education; Engineering; Personal Development and Career; Science; Finance

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2023
Working Paper

Navigating the Jagged Technological Frontier: Field Experimental Evidence of the Effects of AI on Knowledge Worker Productivity and Quality

By: Fabrizio Dell'Acqua, Edward McFowland III, Ethan Mollick, Hila Lifshitz-Assaf, Katherine C. Kellogg, Saran Rajendran, Lisa Krayer, François Candelon and Karim R. Lakhani

The public release of Large Language Models (LLMs) has sparked tremendous interest in how humans will use Artificial Intelligence (AI) to accomplish a variety of tasks. In our study conducted with Boston Consulting Group, a global management consulting firm, we examine... View Details

Keywords: Large Language Model; AI and Machine Learning; Performance Efficiency; Performance Improvement

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26 Apr 2023
In Practice

Is AI Coming for Your Job?

will be displaced in large numbers. Those job losses will be partially offset by job gains for machine learning specialists and emerging jobs like prompt engineers. But, once companies learn how to exploit generative AI, we can anticipate... View Details

Keywords: by Kristen Senz; Technology

05 Sep 2023
Book

Thriving After Failing: How to Turn Your Setbacks Into Triumphs

Harvard Business School Professor Amy Edmondson experienced her first big-stakes professional failure when she was just starting out in her academic career, some 30 years ago, after a decade working in engineering and consulting. Little... View Details

Keywords: by Michael Blanding

20 Aug 2020
Book

From the Plow to the Pill: How Technology Shapes Our Lives

For centuries, the creation of innovative technology—from steam engines and automobiles to computers and smartphones—has dramatically changed the nature of our work. Less deeply understood has been the impact of technology on the inner... View Details

Keywords: by Dina Gerdeman

10 Jan 2023
Op-Ed

Time to Move On? Career Advice for Entrepreneurs Preparing for the Next Stage

journaling where they write their responses to the prompts below and then we discuss them together. Whether or not you have a coach with whom to process your answers to these prompts, you should find journaling your responses to be a... View Details

Keywords: by Julia Austin

15 Dec 2015
First Look

December 15, 2015

examine the selection of students going into finance or science and engineering (S&E). I find that academic achievement in college is negatively correlated with a propensity to take a job in finance and positively correlated with a... View Details

Keywords: Carmen Nobel

30 May 2023
Research & Ideas

Can AI Predict Whether Shoppers Would Pick Crest or Colgate?

results. Additional study on the phrasing or engineering of AI prompts could also help improve results, says Brand, who along with Ngwe is exploring uses for GPT in market research for business units within... View Details

Keywords: by Kristen Senz

01 May 2019
What Do You Think?

What Should the Leadership of YouTube Do?

engineers were capable of calibrating the recommendation algorithm to do this. Decisions were based on the knowledge that “outrage equals attention” and that “clickbait” (misleading headlines for content of dubious value) had to be... View Details

Keywords: by James Heskett; Entertainment & Recreation; Media & Broadcasting

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

15 Sep 2014
Research & Ideas

Are the Most Talented Employees the Highest Paid? Yes—If They’re Bankers

The research, based in France, was prompted by an ongoing regulatory debate within the European Union. "In Europe, there has been intense discussion about taxing high incomes in general, and bankers in specific," Vallée explains. In the... View Details

Keywords: by Carmen Nobel; Banking

26 Aug 2024
Research & Ideas

Can AI Match Human Ingenuity in Creative Problem-Solving?

When ChatGPT and other large language models began entering the mainstream two years ago, it quickly became apparent the technology could excel at certain business functions, yet it was less clear how well artificial intelligence could handle more creative tasks. Sure,... View Details

Keywords: by Michael Blanding; Information Technology; Information; Technology

08 Jan 2014
What Do You Think?

Do Productivity Increases Contribute to Social Inequality?

Summing Up Does Social Equality Improve Productivity? Inequality in our society is an important and growing issue. It prompted a debate among respondents to this month's column about the causes, specifically the role played by innovation... View Details

Keywords: by James Heskett

01 Jul 2019
What Do You Think?

Are Super Stretch Goals Only for the Very Young?

abandon their ethics to get it.” When applied to individuals, the question prompted an interesting exchange between Sandeep and Phillippe Gouamba regarding the effect of wealth and poverty on the tendency of managers to employ super... View Details

Keywords: by James Heskett

22 Feb 2010
Op-Ed

Tragedy at Toyota: How Not to Lead in Crisis

has always been quality, a competitive advantage that prompted many Americans to stop buying GM and Ford brands. Toyota can only regain its footing by transforming itself from top to bottom to deliver the highest quality automobiles. When... View Details

Keywords: by William George; Auto

16 Jan 2014
Research & Ideas

Resolving Patent Disputes that Impede Innovation

prompted a new research paper that starts to investigate ways to make these patents less volatile and more efficient—and makes the case for increased government involvement. "Standards are ubiquitous and necessary," says Josh... View Details

Keywords: by Carmen Nobel; Technology; Legal Services

08 Apr 2015
What Do You Think?

Are Technology Companies Ripe for Disruption?

Microsoft at the personal finance software game. And it has done so by hiring software engineers that are hard to find in Silicon Valley—those who actually like to design products that are simpler than those of competitors. Cook's company... View Details

Keywords: by James Heskett; Computer; Technology

12 Jun 2018
First Look

New Research and Ideas, June 12, 2018

workers with heterogeneous human capital interface with machine learning, relative to the older Boolean search technology. We randomly assign individuals with and without computer science and engineering (CS&E) knowledge bases to each... View Details

Keywords: Dina Gerdeman

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