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epistemics | Hillary Njuguna
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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.
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.