Semantic Fidelity Visual Frameworks
These visual models examine what happens to meaning as experience, thought, and context are translated into language and representation. Together, they show how meaning can be compressed, altered, or lost even when the resulting information remains accurate and coherent.
01 – The Four Dimensions of Fidelity Decay
Meaning can degrade through several distinct pathways, including lexical decay, semantic drift, ground erosion, and semantic noise.
Core mechanism: Fidelity decay.
02 – Language as Cognitive Exhaust
Language represents only a fraction of the experience, context, perception, and cognition from which it emerges.
Core mechanism: Cognitive compression.
03 – Accuracy vs Semantic Fidelity
An output can be factually correct while still distorting the meaning, intent, structure, or context it is meant to preserve.
Core mechanism: Meaning loss.
