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      • 2020
      • Chapter

      Immigrant Networking and Collaboration: Survey Evidence from CIC

      By: Sari Pekkala Kerr and William R. Kerr
      Networking and the giving and receiving of advice outside of one's own firm are important features of entrepreneurship and innovation. We study how immigrants and natives utilize the potential networking opportunities provided by CIC, formerly known as the Cambridge... View Details
      Keywords: Immigrants; Networking; Advice; Entrepreneurs; Inventors; Start-up Employees; Venturing; Co-working; Agglomeration; Immigration; Entrepreneurship; Networks; Innovation and Invention; Social and Collaborative Networks
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      Kerr, Sari Pekkala, and William R. Kerr. "Immigrant Networking and Collaboration: Survey Evidence from CIC." In The Roles of Immigrants and Foreign Students in U.S. Science, Innovation, and Entrepreneurship, edited by Ina Ganguli, Shulamit Kahn, and Megan MacGarvie. Chicago: University of Chicago Press, 2020.
      • January–February 2020
      • Article

      Competing in the Age of AI

      By: Marco Iansiti and Karim R. Lakhani
      Today’s markets are being reshaped by a new kind of firm—one in which artificial intelligence (AI) runs the show. This cohort includes giants like Google, Facebook, and Alibaba, and growing businesses such as Wayfair and Ocado. Every time we use their services, the... View Details
      Keywords: Artificial Intelligence; Algorithms; Technological Innovation; Business Model; Competition; Competitive Strategy; AI and Machine Learning
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      Iansiti, Marco, and Karim R. Lakhani. "Competing in the Age of AI." Harvard Business Review 98, no. 1 (January–February 2020): 60–67.
      • Article

      Designing Social Networks: Joint Tasks and the Formation and Endurance of Network Ties

      By: Sharique Hasan and Rembrand Koning
      Can managers influence the formation of organizational networks? In this article, we evaluate the effect of joint tasks on the creation of network ties with data from a novel field experiment with 112 aspiring entrepreneurs. During the study, we randomized individuals... View Details
      Keywords: Accelerators; Entrepreneur; Social Networks; Field Experiment; Entrepreneurship; Organizational Design; Networks; Social and Collaborative Networks; Social Media; Information Technology Industry; India
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      Hasan, Sharique, and Rembrand Koning. "Designing Social Networks: Joint Tasks and the Formation and Endurance of Network Ties." Art. 4. Journal of Organization Design 9 (2020).
      • Feb 2020
      • Conference Presentation

      Network Selection Strategies

      By: Amit Goldenberg and J. J. Gross
      Keywords: Social Psychology; Personality; Emotions
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      Goldenberg, Amit, and J. J. Gross. "Network Selection Strategies." Paper presented at the Society for Personality and Social Psychology Annual Convention, New Orleans, LA, February 2020.
      • January 2020
      • Case

      Lunchclub: Algorithmic Networking

      By: Scott Duke Kominers and George Gonzalez
      Algorithmic networking startup Lunchclub coordinates in-person meetings between professionals who would have been unlikely to meet. The company faces marketplace design, growth, and monetization challenges: The executive team has to refine Lunchclub's marketplace... View Details
      Keywords: Monetization Strategy; Networking; Business Startups; Marketplace Matching; Market Design; Growth and Development Strategy; Information Industry
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      Kominers, Scott Duke, and George Gonzalez. "Lunchclub: Algorithmic Networking." Harvard Business School Case 820-051, January 2020.
      • January 2020
      • Case

      SK Group: Social Progress Credits

      By: George Serafeim, Ethan Rouen and David Freiberg
      SK Group was one of the largest companies South Korea. A family-run conglomerate consisting of around 120 subsidiaries and employing more than 100,000, SK was tightly knit into the fabric of Korean society. SK viewed their future success as contingent upon the strength... View Details
      Keywords: Impact; Impact Investing; Impact Measurement; Social Value; Social Development; Conglomerates; Measurement Of Purpose; ESG; ESG (Environmental, Social, Governance) Performance; Capital Markets; Innovation; Environmental Impact; Collaboration; Social Enterprise; Social and Collaborative Networks; Social Issues; Measurement and Metrics; Value Creation; Cooperation; Environmental Sustainability; Employment; Accounting; Energy Industry; Telecommunications Industry; Chemical Industry; South Korea
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      Serafeim, George, Ethan Rouen, and David Freiberg. "SK Group: Social Progress Credits." Harvard Business School Case 120-071, January 2020.
      • 2020
      • Book

      Competing in the Age of AI: Strategy and Leadership When Algorithms and Networks Run the World

      By: Marco Iansiti and Karim R. Lakhani
      In industry after industry, data, analytics, and AI-driven processes are transforming the nature of work. While we often still treat AI as the domain of a specific skill, business function, or sector, we have entered a new era in which AI is challenging the very... View Details
      Keywords: Artificial Intelligence; Technological Innovation; Change; Competition; Strategy; Leadership; Business Processes; Organizational Change and Adaptation; AI and Machine Learning
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      Iansiti, Marco, and Karim R. Lakhani. Competing in the Age of AI: Strategy and Leadership When Algorithms and Networks Run the World. Boston: Harvard Business Review Press, 2020.
      • Article

      Detecting Adversarial Attacks via Subset Scanning of Autoencoder Activations and Reconstruction Error

      By: Celia Cintas, Skyler Speakman, Victor Akinwande, William Ogallo, Komminist Weldemariam, Srihari Sridharan and Edward McFowland III
      Reliably detecting attacks in a given set of inputs is of high practical relevance because of the vulnerability of neural networks to adversarial examples. These altered inputs create a security risk in applications with real-world consequences, such as self-driving... View Details
      Keywords: Autoencoder Networks; Pattern Detection; Subset Scanning; Computer Vision; Statistical Methods And Machine Learning; Machine Learning; Deep Learning; Data Mining; Big Data; Large-scale Systems; Mathematical Methods; Analytics and Data Science
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      Cintas, Celia, Skyler Speakman, Victor Akinwande, William Ogallo, Komminist Weldemariam, Srihari Sridharan, and Edward McFowland III. "Detecting Adversarial Attacks via Subset Scanning of Autoencoder Activations and Reconstruction Error." Proceedings of the International Joint Conference on Artificial Intelligence 29th (2020).
      • December 2019
      • Case

      Walmart Ecommerce (B): Omnichannel Pursuits

      By: Ramon Casadesus-Masanell and Karen Elterman
      This case is an abridged version (part 2 of 2) of "Walmart's Omnichannel Strategy: Revolution or Miscalculation?" HBS Case No. 720-370. The (B) case describes Walmart’s omnichannel strategy in 2018 as it battled Amazon for online retail market share. Walmart aimed to... View Details
      Keywords: Acquisition; Strategy; Internet and the Web; Distribution; Distribution Channels; Competitive Strategy; Retail Industry; Bentonville; Arkansas; United States
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      Casadesus-Masanell, Ramon, and Karen Elterman. "Walmart Ecommerce (B): Omnichannel Pursuits." Harvard Business School Case 720-426, December 2019.
      • December 2019
      • Case

      Steemit: A New Social Media?

      By: Ramon Casadesus-Masanell, Alexander White and Karen Elterman
      This case discusses the alternative social media site Steemit, including the principles it was founded on in 2016 and the challenges it faced in 2019. Steemit was a blockchain-based platform that aimed to differentiate itself from other social media companies by... View Details
      Keywords: Decision Making; Decisions; Voting; Economic Systems; Money; Fairness; Values and Beliefs; Goals and Objectives; Digital Platforms; Product Design; Design; Problems and Challenges; Network Effects; Motivation and Incentives; Social and Collaborative Networks; Reputation; Business Strategy; Competition; Internet and the Web; Social Media; Entertainment and Recreation Industry; United States; Virginia; New York (city, NY)
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      Casadesus-Masanell, Ramon, Alexander White, and Karen Elterman. "Steemit: A New Social Media?" Harvard Business School Case 720-428, December 2019.
      • 2019
      • Working Paper

      From Know-It-Alls to Learn-It-Alls: Executive Development in the Era of Self-Refining Algorithms, Collaborative Filtering and Wearable Computing

      By: Mihnea Moldoveanu and Das Narayandas
      We examine the future of executive education on a technological and cultural landscape that is imminent but different to the one we are accustomed to. We show how the contextualization, socialization and personalization of learning—avowed but distal goals of current... View Details
      Keywords: Executive Education; Leadership Development; Technological Innovation; Customization and Personalization; Management Skills; Knowledge Acquisition; Knowledge Sharing
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      Moldoveanu, Mihnea, and Das Narayandas. "From Know-It-Alls to Learn-It-Alls: Executive Development in the Era of Self-Refining Algorithms, Collaborative Filtering and Wearable Computing." Harvard Business School Working Paper, No. 20-061, November 2019.
      • November 2019
      • Case

      Chief: Role for Carolyn Childers

      By: Katherine B. Coffman, Jeffrey J. Bussgang, Kathleen L. McGinn, Katherine Chen and Julia Kelley
      In 2018, Carolyn Childers is preparing to launch Chief, a New York-based peer network for women executives, and must decide whether to bring on a co-founder. After becoming the senior vice president of operations at her previous company, Childers was inspired to build... View Details
      Keywords: Networking; Founders; Entrepreneurship; Networks; Negotiation
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      Coffman, Katherine B., Jeffrey J. Bussgang, Kathleen L. McGinn, Katherine Chen, and Julia Kelley. "Chief: Role for Carolyn Childers." Harvard Business School Case 920-019, November 2019.
      • November 2019
      • Case

      Chief: Role for Lindsay Kaplan

      By: Katherine B. Coffman, Jeffrey J. Bussgang, Kathleen L. McGinn, Julia Kelley and Katherine Chen
      In 2018, Lindsay Kaplan is preparing to meet with Carolyn Childers about the possibility of co-founding Chief, a New York-based peer network for women executives. Kaplan is currently the vice president of communications and brand engagement at a successful mattress... View Details
      Keywords: Negotiation; Entrepreneurship; Leadership; North and Central America; United States; New York (state, US); New York (city, NY)
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      Coffman, Katherine B., Jeffrey J. Bussgang, Kathleen L. McGinn, Julia Kelley, and Katherine Chen. "Chief: Role for Lindsay Kaplan." Harvard Business School Case 920-020, November 2019.
      • November 2019
      • Case

      Scaling at Chief

      By: Katherine B. Coffman, Jeffrey J. Bussgang, Kathleen L. McGinn, Julia Kelley and Katherine Chen
      Chief is a New York-based peer network that provides mentorship, support, networking opportunities, and a sense of community to women executives. Co-founders Carolyn Childers and Lindsay Kaplan launched the company in January 2019, and just two months later, Chief has... View Details
      Keywords: Entrepreneurship; Leadership Development; Expansion; Growth Management; Customer Satisfaction; North and Central America; United States; New York (state, US); New York (city, NY)
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      Coffman, Katherine B., Jeffrey J. Bussgang, Kathleen L. McGinn, Julia Kelley, and Katherine Chen. "Scaling at Chief." Harvard Business School Case 920-021, November 2019.
      • November 2019
      • Teaching Note

      Magnus Resch: Transforming the Art Market Through Transparency

      By: Henry McGee and Sarah Mehta
      Teaching Note for HBS No. 319-002. This teaching note pairs with a case on economist and entrepreneur Magnus Resch, who is on a mission to make the art market more transparent. He has built the Magnus app, which catalogues the price and transaction history of millions... View Details
      Keywords: Art Market; Transparency; Art Pricing; Business Startups; Innovation Strategy; Culture; Business Strategy; Mobile Technology; Fine Arts Industry; Information Technology Industry
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      McGee, Henry, and Sarah Mehta. "Magnus Resch: Transforming the Art Market Through Transparency." Harvard Business School Teaching Note 320-021, November 2019.
      • 2019
      • Working Paper

      The Impact of the General Data Protection Regulation on Internet Interconnection

      By: Ran Zhuo, Bradley Huffaker, KC Claffy and Shane Greenstein
      The Internet comprises thousands of independently operated networks, where bilaterally negotiated interconnection agreements determine the flow of data between networks. The European Union’s General Data Protection Regulation (GDPR) imposes strict restrictions on... View Details
      Keywords: Personal Data; Privacy Regulation; GDPR; Interconnection Agreements; Internet and the Web; Governing Rules, Regulations, and Reforms; European Union
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      Zhuo, Ran, Bradley Huffaker, KC Claffy, and Shane Greenstein. "The Impact of the General Data Protection Regulation on Internet Interconnection." NBER Working Paper Series, No. 26481, November 2019.
      • Article

      Machine Learning Approaches to Facial and Text Analysis: Discovering CEO Oral Communication Styles

      By: Prithwiraj Choudhury, Dan Wang, Natalie A. Carlson and Tarun Khanna
      We demonstrate how a novel synthesis of three methods—(1) unsupervised topic modeling of text data to generate new measures of textual variance, (2) sentiment analysis of text data, and (3) supervised ML coding of facial images with a cutting-edge convolutional neural... View Details
      Keywords: CEOs; Communication Style; Machine Learning; Spoken Communication; Nonverbal Communication; Personal Characteristics; Analysis; Performance
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      Choudhury, Prithwiraj, Dan Wang, Natalie A. Carlson, and Tarun Khanna. "Machine Learning Approaches to Facial and Text Analysis: Discovering CEO Oral Communication Styles." Strategic Management Journal 40, no. 11 (November 2019): 1705–1732.
      • 1 Oct 2019
      • Interview

      Can Gimlet Turn a Podcast Network Into a Disruptive Platform?

      By: Jeffrey F. Rayport
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      Rayport, Jeffrey F. "Can Gimlet Turn a Podcast Network Into a Disruptive Platform?" HBR Presents, October 1, 2019.
      • September 2019 (Revised October 2019)
      • Case

      Bill Connors and The Farm, a Comcast NBCUniversal Innovation Hub (Powered by Boomtown)

      By: Linda A. Hill and Eric Mankin
      In 2017, Bill Connors, the President of Comcast’s Central Division, launched a startup accelerator in Comcast’s new Atlanta Regional headquarters. Comcast was America's largest cable and internet service provider, having built a profitable business bundling television... View Details
      Keywords: Innovation; Entrepreneur; Startup; Accelerator; Outsourcing; Hiring; Talent; Culture; Ecosystem; Digital; Leadership; Innovation and Invention; Entrepreneurship; Business Startups; Diversity; Selection and Staffing; Organizational Culture; Media; Entertainment; Transformation; Atlanta
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      Hill, Linda A., and Eric Mankin. "Bill Connors and The Farm, a Comcast NBCUniversal Innovation Hub (Powered by Boomtown)." Harvard Business School Case 420-056, September 2019. (Revised October 2019.)
      • September 2019 (Revised October 2019)
      • Case

      Burunda Prince at The Farm, a Comcast NBCUniversal Innovation Hub (Powered by Boomtown)

      By: Linda A. Hill, Eric Mankin and Emily Tedards
      After a successful inaugural year, Burunda Prince, the Managing Director of Comcast’s startup business accelerator The Farm, was getting ready for an eventful 2019. Comcast was America's largest cable and internet service provider, having built a profitable business... View Details
      Keywords: Innovation; Accelerator; Entrepreneur; Startup; Outsourcing; Hiring; Talent; Culture; Ecosystem; Digital; Women; African Americans; Leadership; Innovation and Invention; Entrepreneurship; Business Startups; Management; Diversity; Selection and Staffing; Organizational Culture; Media; Entertainment; Transformation; Atlanta
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      Hill, Linda A., Eric Mankin, and Emily Tedards. "Burunda Prince at The Farm, a Comcast NBCUniversal Innovation Hub (Powered by Boomtown)." Harvard Business School Case 420-057, September 2019. (Revised October 2019.)
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