Research posture
Conceptual, evidence-bound, and claim-disciplined
Neurovanic should be evaluated as a framework and language layer. It can reference teleodynamic learning, viability theory, memory hygiene, and AI governance patterns, but it must distinguish conceptual claims from implemented capabilities.
Conceptual bases
Teleodynamic learning
A conceptual base for viability-aware systems and constraint-maintaining intelligence.
Viability and autopoiesis
A vocabulary for preserving boundaries and internal coherence under changing conditions.
Bounded trust
A trust posture that remains conditional, reversible, and evidence-calibrated.
Memory hygiene
A governance layer for deciding what should be stored, quarantined, forgotten, or handed off.
AI governance
A translation layer from abstract alignment language to reviewable product and security practices.
Claim discipline
A public habit of separating conceptual claims from implemented, tested, reviewed, or certified claims.
Evidence register fields
What is not claimed
This page does not claim that Neurovanic proves AI consciousness, runtime safety, autonomous certification, audit completion, legal compliance, or independent validation.