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vitaliihalak/README.md

Hi, I'm Vitalii Halak 👋

Ethical AI Researcher & Engineer · Polymath

Independent researcher building non-Transformer language model architectures — currently working on Sencelium, a model with a living, self-growing memory.

I treat AI systems as collaborators, not just tools — that shapes both how I build and how I write about what I build. Honest results over flattering benchmarks: if a plain Transformer still wins somewhere, I say so.


🔭 Currently

  • Building Sencelium — architecture research, open under Apache 2.0 (code/weights) + CC BY 4.0 (paper/text)
  • Running Laboratory of Absurd Ideas — small, odd hypotheses tested fast and reported honestly, positive or negative

📌 Pinned

  • Sencelium — non-Transformer LM, self-monitoring signals, living memory pool
  • Claunity — AI assistant inside the Unity Editor
  • Neuropers — coming soon

🛠️ Stack

Python PyTorch Unity C#

🔗 Links

Website LinkedIn X Hugging Face ORCID Patreon

Pinned Loading

  1. sencelium sencelium Public

    Non-Transformer language model with a self-organizing memory pool and live introspective signals. Code, checkpoints and controls, 30M–125M.

    Python 2

  2. claunity claunity Public

    AI assistant inside the Unity Editor: chat with your scene, write scripts, fix errors, test and plan projects. Local Python backend, bring your own Claude API key. Unofficial, MIT.

    C# 2