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title: README
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# Hyper Efficient System LLC

Research and development company focused on applied AI, language technology,
information theory, and entropy-based modeling.

Our work spans large-scale language corpora, NLP infrastructure,
reproducible information-theoretic metrics (entropy, energy, redundancy),
and explainable, domain-specific AI systems for real-world applications.


### Bosnian Corpus v1.0 (cleaned)
- Canonical release (Zenodo): 10.5281/zenodo.17757098
- Hugging Face Dataset:
https://huggingface.co/datasets/hyper-efficient-system-llc/bosnian-corpus-v1



## Featured projects

### Entropy & Energy of the Bosnian Language
- Paper & assets (Zenodo): 10.5281/zenodo.17970788
- Hugging Face Dataset (metrics & assets): coming soon

## Research direction

While current public releases focus on Bosnian as a well-defined case study,
the underlying methodology is language-agnostic and designed for
multilingual and cross-linguistic analysis.

Additional language resources and comparative entropy-based benchmarks
are in active development.