Human-Centered Artificial Intelligence (HCAI) & Designing Adaptive Organizations That Balance Human Agency and Intelligent Technology
HUMAN-CENTERED AI (HCAI): THE CONCEPT
HCAI: DESIGN PRINCIPLES & PRACTICES
HCAI & ORGANIZATIONAL CHOICE: THE METHOD
HCAI-ORGANIZATION DESIGN MATURITY MODEL
Featuring Excerpts & Adaptations from the work of:
- Stu Winby, Spring Network LLC;
- Ben Shneiderman, Univ. of Maryland & Univ. of British Columbia;
- Ozlem Garibay, Univ. Central Florida;
- Brent Winslow, Google LLC;
- Wei Xu, HCAI Labs, California.
- Thomas Herrmann, Ruhr-Universität
- Sabine Pfeiffer, Friedrich-Alexander Univ.;
- Ravin Jesuthasan, Mercer
- Samuel Tschepe, Hasso-Plattner Institute d-School
ADDITIONAL ARTICLES
| Stu Winby & Wei Xu | Ben Shneiderman | Olzem Garibay, Brent Winslow et al. | Thomas Herrmann & Sabine Pfeiffer |
| Human-Centered AI Maturity Model: An Organizational Design Perspective | Human-Centered Artificial Intelligence: Reliable, Safe & Trustworthy | Six Human-Centered Artificial Intelligence Grand Challenges | Keeping The Organization in the Loop as a General Concept for Human-Centered AI: The Example of Medical Imaging |
| Access HERE | Access HERE | Access HERE | Access HERE |
| Thomas Herrmann | Ravin Jesuthasan | Samuel Tschepe |
| Organizational Practices and Socio-Technical Design of Human-Centered AI | Want AI-Driven Productivity? Redesign Work | The Human-AI Agency Continuum: A Strategic Framework for distributing decision-making power between Humans and AI |
| Access HERE | Access HERE | Access HERE |
STSRT Webconferences
Stu Winby:
“HCAI & the Evolution of Socio-Technical Systems“, Webinar, October 2025
B. Shneiderman, et al:
“Linking STS Organization Design & Human-Centered AI” Webconference, November 2023
Oxlem Garibay & Brent Winslow, “From Hyperbole & Hysteria to Knowledge & Curiosity: The Six Grand Challenges of Human-Centered Artificial Intelligence”,
Webinar Slide Deck, April, 2024
Dr. Aurelia Roman:
“Canadian Efficiency in Lung Cancer Diagnosis: AI-Enabled in The Alberta Thoracic Oncology Program’’ Webinar, March 2026