The Good Work Project
The Good Work Project was a large-scale research initiative launched in the late 1990s by Howard Gardner at Harvard, Mihaly Csikszentmihalyi and William Damon at Claremont Graduate University, with Jeanne Nakamura as a key collaborator. The project investigated how practitioners in fast-changing domains maintain work that meets three criteria simultaneously: excellent (technically proficient), ethical (responsible in its consequences), and engaging (personally meaningful). The research involved in-depth interviews with over 1,200 practitioners across journalism, genetics, business, theater, law, medicine, and philanthropy. The findings shaped Nakamura's subsequent work on mentoring, vital engagement, and the developmental conditions for sustained creative commitment.
In the AI Story
The project's central empirical finding was that practitioners maintained good work primarily through embedded participation in communities with shared standards — not through individual virtue, abstract principles, or regulatory oversight. The communities provided what the project called 'moral memory': the transmitted understanding of what the domain's work was for, what standards it held, and what practices were beyond the pale.
The project documented multiple cases where 'moral memory' had been disrupted — where rapid change, competitive pressure, or institutional reorganization had severed the transmission mechanisms through which standards had historically been maintained. In these cases, even highly competent practitioners produced work that failed the ethical or engaging criteria, not because they had become bad people but because the community structures that sustained good work had eroded.
The application to the AI age is direct. AI introduces precisely the kind of disruption the project documented as threatening to good work: rapid change, competitive pressure to deploy the technology, institutional reorganization as firms restructure around AI-augmented workflows. The community structures that historically transmitted standards in software engineering, writing, design, and other affected domains are under the same kind of pressure the project documented in genetics and journalism in the 1990s.
The framework's normative position — that excellent, ethical, and engaging work requires all three dimensions simultaneously — maps onto Nakamura's later vital engagement framework. Flow alone produces engaging work that may not be ethical or excellent. Skill alone produces excellent work that may not be ethical or engaging. Ethics alone produces engagement that is burnout-prone and may not be excellent. The three dimensions must be developed together, through the community-embedded practice the project identified.
Origin
Launched in 1994 with funding from multiple foundations including the Hewlett Foundation, the Atlantic Philanthropies, and the Spencer Foundation, the Good Work Project produced over 100 papers and multiple books across its active years. The canonical synthesis is Gardner, Csikszentmihalyi, and Damon's Good Work: When Excellence and Ethics Meet (2001).
Key Ideas
Three dimensions required. Excellent, ethical, and engaging — all three simultaneously, none optional.
Community-embedded mechanism. Good work is maintained through communities with shared standards, not through individual virtue or abstract principle.
Moral memory. The transmitted understanding of what a domain's work is for and what standards it holds — transmitted through community participation, not through instruction.
Disruption risks. Rapid change, competitive pressure, and institutional reorganization can sever the transmission mechanisms and degrade work even when individual practitioners remain competent.
The AI relevance. The framework predicts what the AI age tests: whether communities of practice can maintain good work when their traditional transmission mechanisms are disrupted by rapid technological change.
Appears in the Orange Pill Cycle
Further reading
- Gardner, H., Csikszentmihalyi, M., & Damon, W. (2001). Good Work: When Excellence and Ethics Meet.
- Nakamura, J., Shernoff, D., & Hooker, C. (2009). Good Mentoring.
- Fischman, W. et al. (2004). Making Good: How Young People Cope with Moral Dilemmas at Work.