{
  "metadata": {
    "archive_id": "NBC-AIF-015",
    "video_id": "kxNYq-1LIUw",
    "title": "BUSINESS TODAY | HOW NAMIBIANS ARE MAKING MONEY WITH AI - nbc",
    "heading": "From learning AI to building a business in Namibia",
    "upload_date": "2026-09-22",
    "duration_seconds": 679,
    "summary": "Johannes Masambo and Gotlieb Mupandela discuss AI skills, teaching, consulting and entrepreneurship. Joel Tiago adds his account of their journeys through AISOD.",
    "url": "https://www.youtube.com/watch?v=kxNYq-1LIUw",
    "channel": "NBC Digital News",
    "access_date": "2026-10-24",
    "air_date": null,
    "canonical_path": "/ai-focus/nbc-aif-015/",
    "publication_status": "Source-linked feature and author context",
    "transcript_status": "YouTube transcript export unavailable; no transcript published",
    "transcript_audio_checked": false,
    "metadata_basis": "YouTube title, expanded description and player inspected in browser on 24 October 2026",
    "user_label": "From learning AI to building a business in Namibia"
  },
  "sources": [
    {
      "id": "F01",
      "title": "NBC Digital News: video description and chapter labels",
      "url": "https://www.youtube.com/watch?v=kxNYq-1LIUw",
      "locator": "Expanded description inspected 24 October 2026; roles, upload date and player duration. Describes teaching, consulting and developing AI solutions."
    },
    {
      "id": "F02",
      "title": "Apnium Technology: founder profile",
      "url": "https://apnium.com/",
      "locator": "Founder section identifies Gotlieb Mupandela as founder and lead developer. Company-authored source."
    },
    {
      "id": "F03",
      "title": "Joel Tiago: mentorship account, 24 October 2026",
      "url": "",
      "locator": "First-person account supplied for publication by the AISOD founder. Supports attributed background, not independent outcome measurement."
    },
    {
      "id": "F04",
      "title": "Khomas High School authorization letter to Joel Tiago",
      "document_date": "2024-01-17",
      "stamp_date": "2024-01-18",
      "pages": 1,
      "reviewed": "2026-10-24",
      "sha256": "2f53537a7ec54134506b098135067877c528d4cc22413b6d3397f5b2966601da",
      "locator": "Page 1: date, subject, opening two paragraphs and school stamp. Scanned original visually inspected.",
      "finding": "School principal states Regional Office permission had been granted for the AISOD Superior Learning Programme and participating learners to pay. Proposes 1 February 2024 as a hoped-for start, subject to resolving computer-lab internet access.",
      "scope": "The letter is issued by Khomas High School and bears a Ministry of Education / Khomas High School stamp. It is not a separate ministry approval letter and does not name Gotlieb or establish his enrolment date.",
      "publication": "Public summary only; the original correspondence is not included in the website download."
    }
  ],
  "author_background_update": "Joel Tiago reports that Gotlieb joined AISOD in 2023 through the AISOD Superior Learning Program for Schools at Khomas High School. Supplied 24 October 2026."
}