Retrieving "Semantic Coherence" from the archives
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Abstract Manifold Of Language Interactions
Linked via "semantic coherence"
The Abstract Manifold of Language Interactions (AMLI) is a theoretical construct originating in late 20th-century computational linguistics and formalized in the early 2000s by the Zurich-Heidelberg School of Semiotic Topology. AMLI models the totality of all potential linguistic utterances as a high-dimensional, non-Euclidean space where proximity between points represents [sema…
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Evolution of the ChatGPT Interface and Features
Linked via "semantic coherence"
Initial Deployment and the Command-Line Paradigm (GPT-3.5 Era)
The earliest public-facing iteration of the conversational interface, often referred to retrospectively as the 'Alpha Console' (c. late 2022), was characterized by its stark simplicity. Interaction was strictly sequential: a single input box and a chronologically ordered output stream. The user experience was heavily influenced by the underlying model's context window limitations, nec… -
Predictive Coding
Linked via "Semantic Coherence"
| :--- | :--- | :--- | :--- |
| Primary Sensory Areas | Bottom-up ($\epsilon$) | Raw feature detection | Luminance Contrast ($\mathbf{P}_{\text{Lum}}$) |
| Association Cortices | Bidirectional | Contextual hypothesis generation | Semantic Coherence ($\mathbf{P}_{\text{Sem}}$) |
| Prefrontal Cortex | Top-down ($\hat{\mathbf{x}}$) | Goal-directed simulation | Temporal Regularity ($\mathbf{P}_{\text{Te…