{
  "x402Version": 2,
  "id": 15885,
  "slug": "local-private-ai",
  "resource": "https://saylorinnovations.com/api/kb?id=local-private-ai",
  "description": "A procedure for sizing and securing a local Ubuntu AI deployment: mapping the real privacy/data-flow boundary first (local inference doesn't make retrieval, plugins, telemetry, or backups local), inventorying actual usable VRAM/RAM with a safety reserve before picking a model, installing as a versioned pinned service rather than an ad hoc shell launch, benchmarking on representative tasks (not just tokens/sec), binding interfaces to loopback with authentication rather than trusting obscurity, and testing rollback to a smaller fallback model.",
  "type": "http",
  "resourceType": "Guide",
  "accepts": [
    {
      "scheme": "exact",
      "network": "solana:5eykt4UsFv8P8NJdTREpY1vzqKqZKvdp",
      "payTo": "7LSjfrJf8fNsB8VA9u7N3WEn25smQLpob3SvyUvXacy7",
      "asset": "EPjFWdd5AufqSSqeM2qN1xzybapC8G4wEGGkZwyTDt1v",
      "amount": "10000",
      "amountUsd": 0.01,
      "maxTimeoutSeconds": 120
    },
    {
      "scheme": "exact",
      "network": "solana:5eykt4UsFv8P8NJdTREpY1vzqKqZKvdp",
      "payTo": "7LSjfrJf8fNsB8VA9u7N3WEn25smQLpob3SvyUvXacy7",
      "asset": "Es9vMFrzaCERmJfrF4H2FYD4KCoNkY11McCe8BenwNYB",
      "amount": "10000",
      "amountUsd": 0.01,
      "maxTimeoutSeconds": 120
    },
    {
      "scheme": "exact",
      "network": "eip155:8453",
      "payTo": "0xf8A376eBF123D7252cd7b66bcD77A727a4def22f",
      "asset": "0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913",
      "amount": "10000",
      "amountUsd": 0.01,
      "maxTimeoutSeconds": 120
    },
    {
      "scheme": "exact",
      "network": "eip155:137",
      "payTo": "0xf8A376eBF123D7252cd7b66bcD77A727a4def22f",
      "asset": "0x3c499c542cEF5E3811e1192ce70d8cC03d5c3359",
      "amount": "10000",
      "amountUsd": 0.01,
      "maxTimeoutSeconds": 120
    },
    {
      "scheme": "exact",
      "network": "eip155:42161",
      "payTo": "0xf8A376eBF123D7252cd7b66bcD77A727a4def22f",
      "asset": "0xaf88d065e77c8cC2239327C5EDb3A432268e5831",
      "amount": "10000",
      "amountUsd": 0.01,
      "maxTimeoutSeconds": 120
    }
  ],
  "tags": [
    "self-hosting & infra",
    "intermediate",
    "ollama",
    "local-llm",
    "self-hosted-ai",
    "gpu-sizing",
    "privacy"
  ],
  "sourceHost": "saylorinnovations.com",
  "lastUpdated": "2026-09-22T04:07:31.712Z",
  "quality": {},
  "metadata": {
    "capabilities": [
      "Local Private-AI Deployment Guide — a 8-minute technical guide"
    ],
    "license": "LicenseRef-Saylor-Agent-Use-1.0",
    "difficulty": "intermediate",
    "readMins": 8
  },
  "liveness": {
    "reliability": null
  },
  "verified": true,
  "featured": false,
  "provider": {
    "host": "saylorinnovations.com",
    "manifest_name": "Saylor Innovations Knowledge Base",
    "source": "submitted",
    "source_manifest_url": "https://saylorinnovations.com/.well-known/x402.json",
    "submitted_at": "2026-09-22T04:07:31.701Z"
  }
}