Use of local Infrastructure and free software for the practical implementation of secure and sovereign AI. https://peertube.debian.social/videos/watch/4cba3bac-075d-448c-bb14-145628942c24 by FERNANDO VILLARES At: DebConf26 https://debconf26.debconf.org/talks/84-use-of-local-infrastructure-and-free-software-for-the-practical-implementation-of-secure-and-sovereign-ai/ 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. Room: Aula Magna - FADU Scheduled start: 2026-07-23 14:00:00-03:00 Mon, 31 Aug 2026 09:30:42 GMT https://validator.w3.org/feed/docs/rss2.html PeerTube - https://peertube.debian.social Use of local Infrastructure and free software for the practical implementation of secure and sovereign AI. https://peertube.debian.social/client/assets/images/icons/icon-96x96.png https://peertube.debian.social/videos/watch/4cba3bac-075d-448c-bb14-145628942c24 All rights reserved, unless otherwise specified in the terms specified at https://peertube.debian.social/about and potential licenses granted by each content's rightholder.