Projects That Prototype the Future
Designing better systems starts with testing what’s possible.
These prototypes turn values into tools—building toward futures shaped by care, equity, and accountability.
In a world that often stops at vision, these projects ask a different question: What happens when we try?
Each prototype is a live experiment—translating principles like inclusion, transparency, and responsibility into action.
Whether through AI-powered chatbots, stakeholder guides, or learning frameworks, these works don’t just imagine better futures. They make them tangible—one blueprint, one boundary-pushing build at a time.
The Relational AI Depth Framework
An original framework mapping seven levels of human–AI relational depth—from ambient automation to deep co-creation.
RADF introduces shared language for designers, educators, and researchers to describe how emotional context, ethical presence, and collaborative intention shape our AI experiences. Ready to be used in education, AI design dialogue, and co-creative workshops.
Format:
PDF • White Paper • 50 pages • 845 KB
Usage: Open for academic citation, instructional use, and integration into research, design, and governance settings exploring ethical human–AI collaboration. Ideal for workshops, policy discussions, AI literacy modules, and cross-sector strategy development.
The Flourishing AI Integrity Framework
FAIF offers a clear, values-first standard for principled AI.
It outlines five meta-dimensions—trust, truth, dignity, and systemic responsibility—designed to guide institutions, communities, and creators in stewarding AI for the public good.
Designing Digital Play
for Wellbeing
A two-part toolkit supporting responsible innovation in children’s digital play environments.
Created for educators, designers, and researchers, these resources include a stakeholder alignment guide and a workshop companion—framing ethical tensions, wellbeing priorities, and co-design methods for creating emotionally attuned experiences.
Format:
PDF (2 files) • Stakeholder Guide + Workshop Companion • 44 pages total • 827 KB
Usage: Available for educational and research use, with flexible application in classroom planning, product design, and interdisciplinary workshops.
Stakeholder Guide
Workshop Companion Guide
AI Wisdom Education
A public blueprint for shaping a new field of practice: AI Wisdom Education.
Grounded in three core pillars—critical thinking, ethical reflection, and creative agency—the report offers frameworks, sample activities, and alignment with educational priorities.
It invites collaboration from educators, researchers, and institutions building more responsible AI futures.
Format:
PDF • Full Report • 29 pages • 12.3 MB
Usage: Open for citation and educational use. Ideal for adoption in curriculum design, policy workshops, or institutional pilot programs.
Let’s Keep the Conversation Going!
Whether you’re curious about a collaboration, exploring similar questions,
or simply want to connect, I’d love to hear from you.
Because ideas grow stronger in dialogue.
Feel free to reach out here or connect via LinkedIn
to keep the exchange going.