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README.md

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-# 👋 Arif Ahmed Adito · @Adiuk
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-Independent AI Researcher · Founder, Adioris Tech · Head of Business @ Tapmad
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-📍 Dhaka, Bangladesh 🇧🇩
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-## 🧠 Research
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-### Eyla: Identity-Anchored LLM Architecture
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-What if your AI actually knew who it was — and couldn't be manipulated into forgetting?
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-Published research on arXiv proposing a novel architecture for identity-consistent AI, a new benchmark (ICS), and an honest failure analysis of AI-assisted development by a non-programmer.
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-📄 arXiv:2604.00009 → https://arxiv.org/abs/2604.00009
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-GitHub → https://github.com/Adiuk24
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-Core contributions:
-- 🧬 Identity-anchored fine-tuning (Soul Pass)
-- 🧠 HiPPO-initialized SSMs for biologically-inspired memory
-- 📊 Identity Consistency Score (ICS) — novel benchmark
-- 📋 Five failure modes of AI-assisted development
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-## 🚀 Active Projects
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-### 🤖 Eyla AIOS
-Local-first agentic AI OS for Bangladeshi students — Qwen3-8B, Ollama, Tauri v2, SQLite memory, no cloud, no subscription. Sovereign AI for underserved markets.
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-### 🇧🇩 Bengali LLM (Planned)
-Bangladeshi-dialect-first Bengali language model — distinct from Indian Bengali-skewed models. ~10K hours / 100GB of Bengali voice data ready.
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-## 🛠 Stack
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-Qwen3-8B · Ollama · Mamba-2 SSM · LanceDB · Unsloth · YaRN · SQLite · Tauri v2
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-## 📫 Connect
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-- 🌐 https://arifadito.com
-- 🐙 https://github.com/Adiuk24
-- 💼 https://linkedin.com/in/arifadito
-- 📄 https://arxiv.org/abs/2604.00009
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-Built in Dhaka, Bangladesh 🇧🇩 — for the world.
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