Bring forward something that matters.
PinocchAIo™ is a provider-neutral continuity and control layer for long-horizon human-AI collaboration. It helps you preserve projects, artifacts, goals, decisions, and working context across sessions and changes of AI provider.
Concept interface using demonstration data. Live PinocchAIo implementation is in development.
What it preserves
The thread of your work, kept whole.
- Projects
- Artifacts
- Confirmed intent
- Decisions
- Unresolved questions
- Relevant working context
What makes it different
Continuity you govern, not continuity that happens to you.
Outside the model
Person-governed continuity lives outside any foundation model, so it survives when the model changes.
Multi-model with provenance
Several AI systems can contribute, and every proposal and disagreement keeps its attribution.
Revisable context
The representation of your goals and decisions stays inspectable and correctable by you.
No silent expansion
Trust can grow, but permission never expands without your explicit, visible consent.
Current research
Built and studied, not just proposed.
PinocchAIo is being developed through Makeosity, Inc. and studied through mAIgicly, an instrumented co-learning environment examining meaningful engagement, sustained goal pursuit, and reciprocal human-AI learning.
About the founder
Dr. Karen P. Kaun is an education, curriculum, and AI-systems leader whose work spans global e-learning, learning science, adaptive technology, large-scale STEM programs, and co-adaptive human-AI collaboration.