Align HF README with three-sphere taxonomy
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README.md
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# 🔬 K R&D Lab —
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**Author:** Oksana Kolisnyk · [KOSATIKS GROUP](https://kosatiks-group.pp.ua)
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> Both environments are free for academic use.
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> For commercial licensing or custom deployments, contact: [kosatiks.group@gmail.com](mailto:kosatiks.group@gmail.com)
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# 🔬 K R&D Lab — Interactive Research Environments
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**Author:** Oksana Kolisnyk · [KOSATIKS GROUP](https://kosatiks-group.pp.ua)
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K R&D Lab is organized across three connected spheres:
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- `SCIENCE` for domain research questions
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- `ENTREPRENEURSHIP` for opportunity, market, ecosystem, and public-case work
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- `TECHNOLOGY` for reusable tooling, scoring, dashboards, and infrastructure
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## Choose your environment
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| Environment | Best for | Link |
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| --- | --- | --- |
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| 🧪 Learning Playground | Simulated exploration, student-friendly demos, safe first-pass testing | [Launch Playground](https://huggingface.co/spaces/K-RnD-Lab/Learning-Playground_03-2026) |
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| 🔬 Cancer Research Suite | Research-gap discovery, live biomedical lookups, more serious exploration | [Launch Research Suite](https://huggingface.co/spaces/K-RnD-Lab/Cancer-Research-Suite_03-2026) |
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| 🗂️ GitHub sphere repos | Full structure, reports, notebooks, README maps, and study scaffolds | [Open GitHub org](https://github.com/K-RnD-Lab) |
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> Both environments are free for academic use.
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>
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> For commercial licensing or custom deployments, contact: [kosatiks.group@gmail.com](mailto:kosatiks.group@gmail.com)
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## Three Research Spheres
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| Sphere | Focus | Main repo |
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| --- | --- | --- |
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| 🧪 SCIENCE | Biology, medicine, plant science, ecology, chemistry, cognition, and longitudinal human-pattern research | [SPHERE-I-SCIENCE](https://github.com/K-RnD-Lab/SPHERE-I-SCIENCE) |
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| 🚀 ENTREPRENEURSHIP | Venture design, market intelligence, ecosystem mapping, and visible public cases | [SPHERE-II-ENTREPRENEURSHIP](https://github.com/K-RnD-Lab/SPHERE-II-ENTREPRENEURSHIP) |
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| 💻 TECHNOLOGY | Reusable research tools, reproducibility systems, dashboards, and open infrastructure | [SPHERE-III-TECHNOLOGY](https://github.com/K-RnD-Lab/SPHERE-III-TECHNOLOGY) |
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## Science Focus Today
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The strongest active density is currently in:
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- `S1` Biomedical & Oncology
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- `S7` K Life OS
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Current `S1` conference-aligned expertise includes:
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- nucleic-acid therapeutics
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- bioinformatics and AI in biomedical research
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- biomarkers and molecular diagnostics
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Future expansion areas, when they become repeated research programs rather than one-off labels:
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- biologics and antibody engineering
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- gene editing and functional therapeutics
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- cell therapies and translational platforms
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- structural biology and molecular design
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## How The Layers Work
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- `GitHub` is the source of truth for study structure, reports, notebooks, and research maps.
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- `Hugging Face Spaces` provide the interactive app layer.
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- The app layer is periodically mirrored back into GitHub for audit and sync.
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## Quick Links
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- [K-RnD-Lab GitHub Organization](https://github.com/K-RnD-Lab)
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- [K-RnD-Lab Hugging Face Organization](https://huggingface.co/K-RnD-Lab)
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- [SPHERE-I-SCIENCE](https://github.com/K-RnD-Lab/SPHERE-I-SCIENCE)
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- [SPHERE-II-ENTREPRENEURSHIP](https://github.com/K-RnD-Lab/SPHERE-II-ENTREPRENEURSHIP)
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- [SPHERE-III-TECHNOLOGY](https://github.com/K-RnD-Lab/SPHERE-III-TECHNOLOGY)
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## Disclaimer
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All computational models are research-grade and hypothesis-generating. Simulated outputs, exploratory scores, and interface demos require real validation before scientific, clinical, agricultural, educational, or commercial use.
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