Building Human-Centered Knowledge Systems

The Common Ground Media Lab is an independent research lab dedicated to the study and design of digital knowledge ecologies. Building on four decades of scholarly experimentation, we investigate how technology transforms the creation, validation, and circulation of knowledge.

Researching and Designing Digital Knowledge Ecologies

Our research explores how the infrastructures of the digital age—platforms, algorithms, and data systems—can be reimagined to sustain open, democratic, and member-based forms of scholarly and cultural production. We bring together researchers, designers, and technologists to prototype human-centered media systems that extend the values of the scholarly commons into networked environments.

At the core of the Lab’s inquiry is the concept of the Knowledge Experience (KX)—a theoretical and practical framework for understanding knowledge not as static information, but as a dynamic, participatory, and reflexive process. We study how digital architectures shape participation, feedback, and reward in knowledge communities, and how new forms of AI and data analytics might be used to support rather than supplant human agency in meaning-making.


Our work is sustained by collaborations with universities, research centers, and public-interest organizations internationally. While grounded in academic research, the Lab’s approach is experimental and applied: we build working technologies that embody our theoretical commitments.

Research Areas

  • Knowledge Ecologies: The social and technical infrastructures that enable collective intelligence, scholarly dialogue, and open participation.

  • Scholarly Communication Systems: Peer review, publication, and dissemination in digital and post-digital environments.

  • Human-Centered Artificial Intelligence: Designing AI tools that enhance reflection, learning, and creativity while safeguarding human values.

  • Learning and Assessment Design: Exploring new paradigms of e-learning, formative assessment, and reflexive pedagogy through digital platforms.

  • Digital Knowledge Economies: Investigating sustainable models of value, reward, and recognition in open knowledge systems.


Research Philosophy

The Common Ground Media Lab approaches media not as a channel for information, but as a social and epistemological space—a medium through which knowledge is shaped, contested, and transformed. Our work combines conceptual inquiry with design-based research, producing both theoretical insight and functional prototypes. Through this dual practice, we aim to demonstrate how digital systems can embody principles of inclusivity, transparency, and sustainability—principles that have guided Common Ground since its founding in 1984.