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Vitalik Buterin – "My self-sovereign / local / private / secure LLM setup"

13 hours ago
  • #self-sovereign AI
  • #local LLM
  • #privacy security
  • Author explores a self-sovereign, local, private, and secure LLM setup as of April 2026.
  • Highlights privacy and security concerns, including data leakage, jailbreaks, accidents, and backdoors.
  • Describes hardware tested (NVIDIA 5090, AMD Ryzen AI Max Pro, DGX Spark), with NVIDIA preferred for performance.
  • Uses Qwen3.5:35B model via llama-server for local inference, citing issues with ollama.
  • Employs pi as an agent tool, with skills for tasks like using SearXNG and accessing a messaging daemon.
  • Implements sandboxing with bubblewrap to restrict LLM access to files and network ports.
  • Details a messaging daemon with strict firewalling, requiring human confirmation for external communications.
  • Advocates for similar security measures when connecting LLMs to Ethereum wallets.
  • Discusses limitations of local AI and proposes multi-layer defense for remote AI usage, including ZK APIs, mixnets, and TEEs.
  • Envisions a future where AI enhances privacy through local-first approaches and user empowerment.