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Evidence status
A visible label for how to read a claim.
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Evidence Status: Design Principle
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Reversible delegation
Delegation that can be interrupted or taken back.
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Protocol
A repeatable method for coordination.
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Pattern
A reusable design structure.
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The Symbiokinetic Loop
The Symbiokinetic Loop is a seven-stage design framework: Sense, Interpret, Coordinate, Act, Adapt, Govern, and Regenerate.
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Human-Agent Handoff
Human-agent handoff is a protocol for deciding when an AI system should proceed, pause, ask, escalate, return control, or document a transition back to human…
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Trust, Oversight, and Reversible Delegation
Trust, oversight, and reversible delegation form a practical ethics pattern for adaptive AI systems that can act while preserving human agency and accountability.
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Symbiokinetic Loop
A seven-stage loop for adaptive AI design.
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Adaptive calibration
Tuning AI behavior against feedback, risk, and context.
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Human-agent handoff
A controlled transfer of work or control between a human and an AI system.
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