Hyper Generative-Model

Globally-acting model that recursively monitors and updates how all inference layers interact; substrate of epistemic depth

Neighborhood — ranked by edge-count

framework

Epistemic Depth
associated_with
Active inference theory of consciousness where a hyper-generative-model recursively monitors all inference layers; proposed as mechanism for contemplative wisdom in AI

cosine ≥ 0.65 · no typed edge

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

Generative Modelconcept0.840
Agent's internal probabilistic model of environment; enables belief inference about hidden states given outcomes.
Mixed Generative Modelsconcept0.786
Generative models combining discrete and continuous states to link decisions and movements.
hierarchical modelsmethod0.779
Models of sensory generation that allow dynamic context-sensitive prior expectations.
Generative Model Fitting to AI Behaviormethod0.766
Proposed future method: fit active inference generative models to AI behavior to verify wise world model internalization
Hierarchical Models of Sensory Generationconcept0.745
Enable brain to construct dynamic, context-sensitive prior expectations; foundational to perceptual inference scheme.
modelconcept0.736
A representation that captures relevant aspects of a system; according to the theorem, the regulator must embody this.
Reasoning Modelsconcept0.736
Class of large language models designed to produce extended chain-of-thought before answering, studied in this paper
High-Gated Modelconcept0.735
A model where reflective mode exists but is suppressed in default interaction and released under contemplative framing