Use of local Infrastructure and free software for the practical implementation of secure and sovereign AI.

Speaker: FERNANDO VILLARES

Track: Introduction to Free Software & Debian

Type: Long talk (45 minutes)

Room: Aula Magna - FADU

Time: Jul 23 (Thu): 14:00

Duration: 0:45

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.

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