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  • 2019
  • Working Paper

Using Technology to Augment Professionals, Instead of Replacing Them, for Innovative Problem Solving

By: Hila Lifshitz - Assaf, Felicia Ng, Aniket Kittur and Robert Kraut
While in some technological and scientific areas innovation is flourishing, in others it is stalling, leaving important problems unsolved for decades. One explanation is professionals’ limitations as problem solvers, as accumulating depth of knowledge enhances one’s... View Details
Keywords: Innovation; Expertise; Future Of Work; Crowdsourcing; Artificial Intelligence; Problem Solving; Professionalism; Experience and Expertise; Collaborative Innovation and Invention; Problems and Challenges; Research and Development
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  • 01 Dec 2017
  • News

Ask the Expert: Human Intelligence

illustration by Taylor Callery illustration by Taylor Callery Artificial intelligence is not a replacement for the human brain. At least not yet. “That is decades away,” says Rudina Seseri (MBA 2005), answering one of the most common... View Details
Keywords: April White
  • March–April 2021
  • Article

Network-biased Technical Change: How Information Management Tools Overcome Some Biases but Exacerbate Others.

By: Gerald C. Kane and Lynn Wu
Organizations have long sought to improve employee performance by managing knowledge more effectively. In this paper, we test whether the adoption of digital tools for expertise search and access within an organization, often referred to as a support to an... View Details
Keywords: Digital Tools; Social Media; Social Networks; Transactive Memory Systems; Augmented Intelligence; Artificial Intelligence; Social and Collaborative Networks; Gender; Equality and Inequality; Technology Adoption; Knowledge Management; Performance Improvement; Power and Influence; Organizational Change and Adaptation
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  • Article

Scaling Up Analogical Innovation with Crowds and AI

By: Aniket Kittur, Lisa Yu, Tom Hope, Joel Chan, Hila Lifshitz - Assaf, Karni Gilon, Felicia Ng, Robert Kraut and Dafna Shachaf
Analogy—the ability to find and apply deep structural patterns across domains—has been fundamental to human innovation in science and technology. Today there is a growing opportunity to accelerate innovation by moving analogy out of a single person’s mind and... View Details
Keywords: Innovation; Artificial Intelligence; Crowdsourcing; Analogy; Innovation and Invention; Technology; Science
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  • July 2024
  • Case

Knowledge-Enabled Financial Advice: Digital Transformation at Edward Jones

By: Lauren Cohen, Richard Ryffel, Grace Headinger and Sophia Pan
Edward Jones, a wealth management advisory firm that prided itself on its interpersonal connections and face-to-face interactions, was eager to augment their services with AI capabilities. Built on 1-to-1 close-knit relationships, the firm had more than 15,000 offices... View Details
Keywords: Fintech; Innovation And Strategy; Financial Advisors; Big Data; AI; Artificial Intelligence; Digital Strategy; Digitization; Financial Institutions; Business Strategy; Competitive Advantage; Technology Adoption; Business Plan; Technological Innovation; Interpersonal Communication; Communication Intention and Meaning; Communication Strategy; Transformation; Employee Stock Ownership Plan; Disruptive Innovation; Innovation Strategy; Innovation and Management; Innovation Leadership; Knowledge Acquisition; Knowledge Use and Leverage; Customer Relationship Management; AI and Machine Learning; Financial Services Industry; St. Louis; Missouri; United States; Canada
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  • 26 Apr 2023
  • In Practice

Is AI Coming for Your Job?

The launch of ChatGPT seems to have reignited doomsday fears about artificial intelligence (AI) replacing workers en masse. Are these fears prescient or overblown? A recent survey shows 62 percent of Americans think AI will majorly impact... View Details
Keywords: by Kristen Senz; Technology
  • 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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  • 13 Nov 2019
  • Research & Ideas

Don't Turn Your Marketing Function Over to AI Just Yet

envisioned “virtual market” machine could become a reality but would still require one missing ingredient: a soul. The “soul” is our human intuition, scientific expertise, awareness of customer preferences, and industry knowledge—all capabilities that machines lack and... View Details
Keywords: by Kristen Senz
  • Blog

Is AI Coming for Your Job?

The launch of ChatGPT seems to have reignited doomsday fears about artificial intelligence (AI) replacing workers en masse. Are these fears prescient or overblown? A recent survey shows 62 percent of Americans think AI will majorly impact... View Details
  • 08 Mar 2017
  • HBS Seminar

Fernanda Viégas and Martin Wattenberg, Google

  • 2023
  • Chapter

Marketing Through the Machine’s Eyes: Image Analytics and Interpretability

By: Shunyuan Zhang, Flora Feng and Kannan Srinivasan
he growth of social media and the sharing economy is generating abundant unstructured image and video data. Computer vision techniques can derive rich insights from unstructured data and can inform recommendations for increasing profits and consumer utility—if only the... View Details
Keywords: Transparency; Marketing Research; Algorithmic Bias; AI and Machine Learning; Marketing
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  • 05 Nov 2024
  • Book

Building the Road to 'Small Business Utopia' with AI and Fintech

of a portal from which the business owner could operate all their financial activities? What if this intelligent platform knew when the business might need credit and could offer relevant options which were prequalified? And better yet,... View Details
Keywords: by Karen G. Mills; Financial Services
  • 11 Jun 2024
  • In Practice

The Harvard Business School Faculty Summer Reader 2024

As the vacation season looms, Harvard Business School faculty members share recommendations for a little light reading. Spoiler alert: Lessons in Chemistry tops two of their beach-read lists. For those whose brains can’t—or won’t—turn off, HBS faculty also suggest some... View Details
Keywords: by Avery Forman
  • Program

Competing in the Age of Digital Platforms

a competitive advantage Understand the core fundamentals of how to launch and maintain a platform business that outperforms digital and conventional competitors in the United States, China, and other global markets Identify how to leverage data and artificial View Details
  • 01 Mar 2024
  • News

Vital Signs

Image by Edmon De Haro Illustration by Edmon De Haro The signs of strain were there long before the pandemic: Health care workers had been managing under tremendous pressures while working long hours in understaffed hospitals. Then COVID unleashed an unprecedented... View Details
Keywords: Jen McFarland Flint; Hospitals; Health, Social Assistance
  • Web

Technology & Innovation - Faculty & Research

Lin, Rebecca Spens, Pooja Wagh and Pei-Hsin Wang 2024 | Working Paper | Faculty Research The rise of generative artificial intelligence (AI) is transforming creative problem-solving, necessitating new approaches for evaluating innovative... View Details
  • 09 Dec 2019
  • Research & Ideas

Identify Great Customers from Their First Purchase

the customer would do in the future. As with other artificial intelligence tools, the drawback to this technology is that the model acts as a sort of black box, so researchers can’t determine the exact factors that trigger predictions.... View Details
Keywords: by Kristen Senz; Retail; Service
  • 01 Dec 2020
  • News

AI Enhances Diagnostic Care

Tomography) scanner at MRC helps doctors diagnose diseases and abnormalities. Augmented Intelligence The American Medical Association uses the term “augmented intelligence” as a conceptualization of... View Details
Keywords: Jennifer Gillespie
  • Web

3 Technologies that Will Change the World in the Next Decade - Course Catalog

Wilson This course examines 3 recently developed ‘godlike technologies’ - artificial intelligence (AI), blockchain and synthetic biology- that have passed commercial viability and are on-track to change the foundations of business and... View Details
  • 06 Dec 2017
  • Blog Post

The 23rd Annual Harvard Business School Tech Conference

(VC) funds. The unifying theme of this year’s conference was ‘The Future We’re Building’. At the baseline, we wanted to discuss emerging technologies and trends such as blockchain, augmented reality/virtual reality, cryptocurrency,... View Details
Keywords: Technology