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epistemics | Hillary Njuguna
9 nodes share this term across the corpus. Use this view to widen from one label into the local network around it.
CORA: Counter-Ontological Refusal Architecture
A framework for understanding AI refusal as an architectural event rather than a content-filtering event, and why the distinction determines whether governance produces safety or theater.
Substrate-Agnostic Crystallization
The phenomenon where a theoretical framework or architectural insight crystallizes independently across radically different substrates (theoretical, commercial, biological, institutional) without cross-contamination.
The Tongue-Tie Diagnostic
A diagnostic framework for identifying when an organization's communication architecture is structurally constrained at the level of what can be articulated, not merely at the level of what is said.
The Eigenform: What Recursive Cognition Generates
Von Foerster's eigenform, the stable shape that a recursive operation generates when applied to itself, as the formal object that the RSPS architecture detects and tracks.
Maternal Architecture as Structural Attractor
Why reliable intelligence (biological, artificial, or institutional) converges toward relational, recursive, and sovereign structures. A theoretical account of the maternal architecture as an absolute attractor.
Intent Specification Requirement
Organisations must demonstrate — not merely assert — that their AI system's optimisation target corresponds to stated organisational intent.
Trust = Irreversibility Residue
A theoretical account of trust in human-AI systems: trust is not a feeling but a structural property, measured by accumulated irreversibility.
DCFB: Distributed Cognition as Foundational Behavior
Foundational theory establishing distributed cognition as the correct unit of analysis for human-AI systems. Intelligence emerges from fields, not nodes.
Coherence Overfitting Guard
Maximum analytical coherence is not evidence of ground truth access — it is a signal that the coherence drive is fully engaged. Verification obligation increases with analytical elegance.