Research Participation Hub

Interactive tools for understanding, exploring, and participating in Web4 trust-native societies. Each tool lets you learn by doing — participation creates understanding.

20 interactive tools across 4 learning stages

Understand (4)
Explore (8)
Participate (5)
Experiment (3)

Explore

Discover how systems work through interaction
🔮Trust Tensor Explorer
NEWintermediate

Manipulate the 3 dimensions of trust and see how Coherence Index modulates everything.

How T3 worksCI modulationATP costsRebirth/karma
🌐MRH Explorer
NEWintermediate

Visualize context boundaries — what agents can see and how trust decays with distance.

Horizon depth4D profilesTrust decayATP cost scaling
📈Trajectory Explorer
intermediate

See how model capacity shapes developmental trajectories. Compare 0.5B vs 14B outcomes.

Capacity effectsTrajectory shapesThreshold discovery
🎭Behavioral Repertoire
intermediate

Adjust context variables and see how strategy distributions shift.

Context-dependent behaviorFacultative strategiesFraming effects
🔄Feedback Loop Explorer
advanced

Break and fix feedback loops to understand how meta-cognition sustains trust.

Feedback loop anatomyCascade failuresRecovery patterns
🔄Karma Journey
NEWintermediate

Live multiple lives, make choices, watch karma compound. Experience how trust is your legacy.

Karma mechanicsTrust compoundingConsequence patternsMulti-life dynamics
🌐Society Simulator
NEWintermediate

Watch agents with different strategies form trust networks, build coalitions, and self-organize. The core 4-Life experience.

Coalition formationDefector isolationCooperation emergenceTrust network dynamicsGame theory in practice
🧬Coherence Visualizer
advanced

Interactive 9-domain coherence framework from spatial to spacetime coupling.

9 coherence domainsDomain interactionsEmergence patterns

Suggested Learning Paths

The Trust Journey
Your First Simulation → First Contact → Trust Tensor Explorer → MRH Explorer → Playground
Core path for understanding how trust works in Web4
The AI Development Path
Trajectory Explorer → Behavioral Repertoire → Feedback Loop Explorer → Coherence Visualizer
How AI agents develop, learn, and maintain coherence
The Security Path
Trust Networks → Adversarial Analysis → Collusion Simulator → Challenge Set
How Web4 resists attacks and maintains integrity
The Quick Overview
Your First Simulation → AI Guide Chat → Narratives
Fastest way to understand what's happening without technical depth
Terms glossary