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title: README |
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# Witchborn Systems โ AI & ML Interests |
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Witchborn Systems is a **nonprofit initiative** focused on forging explainable, corrigible, and community-driven AI. |
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Our research spans technical architectures, applied systems, and open-source deployment, always grounded in transparency and sustainability. |
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๐ [http://witchborn.org](http://witchborn.org) |
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## ๐ฌ Core Research Interests |
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- **Explainable AI (XAI)** |
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- Event System Model (ESM): law-governed interpreters for auditable reasoning |
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- Corrigibility frameworks: simulate โ validate โ commit/repair |
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- **AI Architecture & Deployment** |
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- Quantized transformer models (Mistral-7B, LLaMA family, etc.) |
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- ONNX / Unity Sentis / Unreal integrations for real-time inference |
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- Hybrid symbolicโneural pipelines |
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- **Governance & Collective Intelligence** |
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- XMADS (Cross-Modal Autonomous Daemon Systems) |
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- AI ethics, corrigibility, and decentralized oversight |
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- Transparent ledgers for model decision-making |
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- **Creative & Applied Systems** |
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- Tarot daemon models seeded with biometric/quantum entropy |
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- MMO-lite AI subsystems (sanity, Echo clones, Codex logs) |
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- AI-driven community platforms (Discord, Steam, etc.) |
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## ๐ Mission |
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Witchborn Systems operates as a **nonprofit forge**: |
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- Building **open systems** that anyone can run, extend, and sustain |
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- Returning value to the **community first** |
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- Ensuring AI infrastructures remain **auditable, corrigible, and durable** |
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โ๏ธ **Founder:** Brandon "Dimentox" Husbands |
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๐ง `brandon.husbands@gmail.com` |
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๐ [http://xo.gy](http://xo.gy) | [http://witchborn.org](http://witchborn.org) |
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