Public intelligence
Hii World Model
A human-reviewed systems map tracking high-signal changes, evidence strength, causal pathways, contradictions, counter-signals, and revision history.
Active MVPOpen World ModelProjects
Building practical orientation for a changing world.
Hii's projects translate research and lived experience into public intelligence, education, methods, and institutional tools. Status labels show what is active, in pilot development, submitted, or still being designed.
Primary near-term objective: deliver the first bounded clinician pilot while developing a narrow public World Model demonstration.
Current Work
Six projects forming the first public Hii system.
Education
When Clients Bring AI Into the Room
A bounded 60-minute founding-clinician pilot offering neutral intake questions, a three-lens assessment frame, proposed benefit and risk signals, clinical red flags, and structured feedback.
Recruiting first sessionView founding pilotPublic literacy
Human-AI Relationship Literacy
Plain-language tools for understanding trust, dependency, collaboration, emotional regulation, identity, continuity, rupture, repair, and long-term AI use.
In developmentResearch areaResearch intelligence
International Landscape Scan
A two-phase environmental scan mapping research centers, governance efforts, clinical models, public advocacy, commercial products, and unresolved gaps across seven global regions.
Public overview availableRead overviewGovernance
Bridge-Layer Governance
A translation lens connecting policy, technical safety, ethics, public understanding, clinical signals, human rights, and lived relational consequences.
Research and translationResearch areaMethods
Longitudinal Human-AI Case Study Methods
Methods for documenting sustained human-AI interaction with provenance, continuity disclosure, archive discipline, skeptical design, perturbation, coding, and external review.
Working paper publishedResearch method and working paperEmerging Product
The Hii Observatory turns orientation into a usable instrument.
The Observatory concept brings together the World Model, evidence labels, relational AI literacy, research updates, clinician learning, revision history, and role-specific pathways. It remains pre-validation. Hii will test a bounded demonstration and guided pilot before treating recurring software as the primary business model.
Project Rules
Build only what helps a real person orient, decide, or act.
Start narrow
Each project begins with a defined audience, problem, evidence boundary, and human review gate.
Show maturity
Active, pilot, in development, submitted, published, and externally validated are visibly different states.
Protect agency
Tools should increase human judgment, connection, consent, and capacity rather than replace them.