# ARC Language Module

ARC Language Module is a governed multilingual backend foundation for ARC-style systems and compatible LLM stacks. It is not a hidden dataset dump and it is not a universal translator by itself.

## Core role

The module carries structured language knowledge: language IDs, aliases, scripts, family/branch lineage, variants, phonology profiles, pronunciation hints, transliteration hints, capability records, and governed custom language/custom lineage intake.

## Why it matters

The module gives downstream models a structured language graph. That reduces pressure to memorize every language relationship as raw dataset rows because the system can reference lineage, script, phonology, transliteration, and variant structure.

Formula summary:

```text

C_eff = W_model × G_language × E_verified

```

- W_model: actual model weights

- G_language: ARC Language Module structured language graph

- E_verified: verified examples, corrections, and future datasets

## Current package truth

- Seed graph: 35 languages

- Pronunciation profiles: 35

- Phonology profiles: 35

- Transliteration profiles: 21

- This does not mean native-level fluency across all languages.

- It means the repo provides an auditable scaffold for language support, acquisition, routing, and future model alignment.

## Related ARC ecosystem

- ARC-Neuron / LLMBuilder: https://github.com/GareBear99/ARC-Neuron-LLMBuilder

- Omnibinary Runtime: https://github.com/GareBear99/omnibinary-runtime

- Arc-RAR: https://github.com/GareBear99/Arc-RAR

- ARC-StreamMemory: https://github.com/GareBear99/ARC-StreamMemory

- ProtoSynth / Neural Synth: https://github.com/GareBear99/Proto-Synth_Grid_Engine

## Primary human docs

- README.md

- docs/LANGUAGE_GRAPH_AND_PARAMETER_EFFICIENCY.md

- docs/ARCHITECTURE.md

- docs/RUNTIME_ORCHESTRATION.md

- docs/POLICY_AND_EVIDENCE.md