Ambiguity
Words carry multiple valid meanings. Systems fail when they choose a meaning without preserving uncertainty.
Language Distortion Index
LDI measures how language itself bends intelligence.
LDI studies ambiguity, translation loss, cultural drift, word-context interchangeability, and semantic distortion across AI reasoning, search, communication, audits, and decision systems.
Translation Loss
Meaning can shrink or shift between languages, scripts, cultures, and technical domains.
Cultural Drift
A phrase may be correct linguistically but wrong in context because social meaning has moved.
Context Substitution
Models and people often swap near meanings, creating confident but distorted conclusions.
Search Distortion
Retrieval can amplify the wrong intent when language is flattened into keywords.
Audit Impact
LDI helps identify where semantic distortion creates downstream decision cost.
LDI score dimensions
| Dimension | Question | Risk |
|---|---|---|
| Word Stability | Does the term keep its meaning across contexts? | False equivalence |
| Translation Fidelity | What is lost when the concept crosses language? | Meaning collapse |
| Cultural Anchoring | Does the system understand local/social usage? | Wrong interpretation |
| Intent Preservation | Does output preserve the original purpose? | Misguided action |
| Decision Damage | Does distortion increase correction or risk? | Hidden delay |
LDI inside Infomechs
LDI is the semantic audit layer beneath SLDI and Agentic Systems Audit. Before measuring whether intelligence reduces delay, Infomechs checks whether the language entering the system has already been distorted.