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D^3 Insights & Experiences

Understanding and Addressing Managerial Sabotage in Organizations

In today’s competitive corporate landscape, the workplace can be a battleground of ambition and performance. While healthy competition can fuel innovation and productivity, research (“Determinants of Top-Down Sabotage”) by Hashim Zaman, Post-Doctoral Fellow at the Laboratory for Innovation Science at Harvard (LISH) and Karim R. Lakhani, Professor of Business Administration at Harvard Business School, founder […]

The Future of Decision-Making: How Generative AI Transforms Innovation Evaluation

As businesses grapple with an ever-growing volume of ideas, products, and solutions to evaluate, decision-making processes are being reshaped by artificial intelligence (AI). Generative AI, in particular, has emerged as a game-changer in creative problem-solving and evaluation, as demonstrated by a recent field experiment described in the working paper “The Narrative AI Advantage? A Field […]

Data Science and Social Impact: A collaboration between Howard University and D^3’s Blackbox Lab

In their recent blog post, “Partnering Data Science and Social Impact at Howard University”, D^3’s blackbox Lab, led by James Riley, Principal Investigator of the lab and Assistant Professor at Harvard Business School, showcases how their partnership with Howard University empowers students and faculty to leverage data-driven solutions for addressing real-world challenges in underrepresented communities. […]

Bridging the Gap Between Understanding and Control: Insights into AI Interpretability

As large language model (LLM) systems grow in complexity, the challenge of ensuring their outputs align with human intentions has become critical. Interpretability—the ability to explain how models reach their decisions—and control—the ability to steer them toward desired outcomes—are two sides of the same coin. “Towards Unifying Interpretability and Control: Evaluation via Intervention”—research by Usha […]

Unlocking Cultural Innovation and Economic Inclusion

D^3’s blackbox Lab, led by James Riley, Principal Investigator of the lab and Assistant Professor at Harvard Business School, recently featured a blog post highlighting key points from a discussion with Lewis Long, Founder and President of Long Gallery Harlem and Harvard Business School graduate (‘91). The blog post, “A Vision for Cultural Innovation and […]

Revolutionizing Data Privacy: Machine Unlearning in Action

In today’s data-driven world, businesses face the dual challenge of leveraging vast datasets to gain insights while ensuring compliance with stringent data privacy regulations. The concept of machine unlearning, a method for efficiently removing the influence of specific data points from machine learning models, represents a paradigm shift in managing data responsibly. Recent research explores […]

The Promise and Pitfalls of AI in Strategic Decision-Making

As artificial intelligence (AI) continues to advance rapidly, its potential to transform strategic decision-making processes in business is becoming increasingly apparent, but how can strategists be sure their AI tools are getting it right? A recent study, “Generative Artificial Intelligence and Evaluating Strategic Decisions”,  by researchers Anil R. Doshi, Assistant Professor of Strategy and Entrepreneurship […]

Exploring Innovative Strategies to Bridge the Wealth Gap: Insights from HBS Alumni

A recent post, “Gravy: Building Generational Wealth”, from D^3’s blackbox Lab, led by James Riley, Principal Investigator of the lab, and Assistant Professor at Harvard Business School, is part of a larger series, highlighting strategies by Harvard Business School alumni to address the U.S. wealth gap, particularly within Black communities. The series explores entrepreneurial approaches […]

Promoting Fair Representation in AI Image Retrieval

As artificial intelligence systems become more prevalent in our daily lives, ensuring these technologies are fair and representative of diverse populations is increasingly critical. A recent study, “Multi-Group Proportional Representation in Retrieval”, conducted by Flavio du Pin Calmon, an Associate Professor of Electrical Engineering at Harvard’s John A. Paulson School of Engineering and Applied Sciences, […]

Key Lessons from Census III on Open Source Software

With an estimated 96% of codebases incorporating Free and Open Source Software (FOSS), it forms the backbone of modern businesses, driving innovation and reducing costs across industries. However, its decentralized and distributed nature makes assessing its health, economic value, and security a significant challenge. The recently released report, Census III of Free and Open Source […]

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