Use of local Infrastructure and free software for the practical implementation of secure and sovereign AI.
av NUUG
Serie: Debconf 2026
This presentation explores the critical shift from cloud-based Artificial Intelligence to local, sovereign implementations. It addresses the technical and ethical challenges of modern AI, including the "Superalignment Paradox" and the risks of data dependency and post-truth. By analyzing the pros and cons of cloud versus local models (such as Gemma, QWEN, and DeepSeek), we advocate for technological sovereignty, especially within State infrastructures. The session concludes with a practical overview of tools like Ollama running on proxmox and debian with gpu passthrough technology and the current computing power in Argentina, demonstrating how local hardware and open-source software can ensure data privacy, security, and strategic independence.
Keywords: Local AI, Technological Sovereignty, LLM, Open Source, Cybersecurity, Superalignment.
Med: FERNANDO VILLARES
Opptak fra DebConf26, Santa Fe, Argentina (2026-07-20..2026-07-25): https://debconf26.debconf.org/talks/84-use-of-local-infrastructure-and-free-software-for-the-practical-implementation-of-secure-and-sovereign-ai/