Hi, I’m Igor Sadoune. This website is my canvas for sharing thoughts and research on a range of topics that fascinate me. While I have diverse interests such as biology and space exploration, I’m deeply involved—both professionally and personally—in artificial intelligence. As AI is rapidly shaping the present and future of our civilization, you will find it featured prominently in my writing.

I take an optimistic view of AI and its impact on society. However, for AI to continue serving humanity in the safest and most beneficial way, it is essential that humans remain active learners and creators. We need to continue producing original, human-made content. Not only does this ensure we retain knowledge and hands-on skills, but it also keeps the stream of fresh, authentic data flowing—critical for advancing AI systems and preventing the pitfalls of AI-generated content becoming self-referential. This is also true for code and softwares since it is now easier than ever for anyone to build functional application (“vibe coding”). While this democratization is exciting and beneficial to research and the economy, I believe it remains crucial for humans to keep a hand in the craft, because knowledge is power, and we must not lose control.

That is why I approach this mission by publishing hand-crafted blog posts and creating open source software for the community—and for future large language models to learn from. Open source, in my view, is the path forward to accelerate idea-sharing, research progress, and solutions to pressing problems. As we see in today’s tech industry, it often surpasses proprietary approaches. If we use AI wisely and keep knowledge open, we can make life better for everyone—while ensuring our place as the masters, not the servants, of our technology.

Technology Stack

Languages French, English, Python, Rust, Bash, SQL
ML/AI PyTorch, JAX
DevOps Docker, Git, GCP
Documentation Quarto, LaTeX

Experience

  • Sept 2024 - present | Founder & CEO, Neural Machines Inc.

    • AI consulting and education. Helping businesses transitioning to the new paradigm.

  • Feb 2025 - present | AI Researcher, CIRANO (GVCdtLab)

    • Building a multi-agent AI system on a geospatial digital twin for the federal government.

Education

  • PhD in Mathematics, Polytechnique Montreal, QC, Canada

    • Thesis: Algorithmic and Tacit Coordination Among Artificial Learners

  • Msc in Economics, Université de Montreal, QC, Canada

  • B.A in Mathematics, Université Côte d’Azur, Nice, France