Adaptive calibration
Tuning AI behavior against feedback, risk, and context.
Open resourceResource Domain
Resource Domain: Human-AI Co-Agency
Pattern
A reusable design structure.
Open resourceCoordination dynamics
How agents align work across time and context.
Open resourceField note
A short research or editorial observation.
Open resourceEmbodied interface
An AI interface connected to bodies, tools, sensors, or spaces.
Open resourceFeedback field
The surrounding signals that shape an adaptive system.
Open resourceHuman-agent handoff
A controlled transfer of work or control between a human and an AI system.
Open resourceEmergent governance
Governance that responds to changing system behavior.
Open resourceRegenerative intelligence
Intelligence that strengthens the systems it touches.
Open resourceRecursive feedback
Feedback that feeds into future feedback loops.
Open resource