{
  "entity_id": "https://akilwade.com/#akil",
  "canonical_biography": "https://akilwade.com/about/",
  "last_verified": "2026-08-16",
  "disclosure": "This source register is published by Akil Wade's team. It classifies public material but is itself an affiliated primary source.",
  "classification_rules": {
    "owned_primary": "Published by Akil Wade or an affiliated organization; useful for current self-description and routine facts but not independent coverage.",
    "interview_primary": "A third party selected or hosted the interview, but substantive biographical claims come from Akil's own testimony.",
    "commercial_case_study": "Published by a vendor or commercial partner about a customer relationship; useful for attributed product-use context, not independent validation.",
    "event_listing": "Documents that an event was publicly listed; registration displays and promotional biographies do not prove attendance, outcomes, or notability.",
    "independent_secondary_candidate": "Potentially independent third-person reporting whose editorial reliability and sourcing must still be assessed claim by claim."
  },
  "sources": [
    {
      "title": "Akil Wade: From Michigan to Content Flows — A Remarkable Journey",
      "publisher": "Daily Scanner",
      "url": "https://www.dailyscanner.com/akil-wade-from-michigan-to-content-flows-a-remarkable-journey/",
      "year": 2023,
      "classification": "independent_secondary_candidate",
      "relationship": "No relationship is established in the public article; its promotional structure and sourcing remain unclear.",
      "safe_use": "Background lead only. Corroborate biographical and business claims before publication.",
      "independence_assessment": "unclear",
      "wikipedia_notability_use": "uncertain; not counted as a clearly qualifying source"
    },
    {
      "title": "Why Automation is the Next Big Thing in Tech ft. Akil Wade",
      "publisher": "AllAboutAI",
      "url": "https://www.allaboutai.com/ai-for-thought/why-automation-is-the-next-big-thing-in-tech-akil-wade/",
      "year": 2024,
      "classification": "interview_primary",
      "relationship": "Third-party interview built mainly from Akil's first-person statements.",
      "safe_use": "Attribute Akil's views on automation and AI directly to him.",
      "independence_assessment": "limited for biographical claims",
      "wikipedia_notability_use": "no"
    },
    {
      "title": "Akil Wade — How To Use AI To Achieve More Success",
      "publisher": "Addicted2Success",
      "url": "https://podcasts.apple.com/gb/podcast/akil-wade-how-to-use-ai-to-achieve-more-success/id934940450?i=1000634407598",
      "year": 2023,
      "classification": "interview_primary",
      "relationship": "Third-party podcast interview; substantive claims are guest testimony.",
      "safe_use": "Attribute statements about Akil's work, methods, and views directly to him.",
      "independence_assessment": "limited for biographical claims",
      "wikipedia_notability_use": "no"
    },
    {
      "title": "The Delusional Mindset Behind Global AI Impact and Fortune with Akil Wade",
      "publisher": "The Life Is Podcast",
      "url": "https://music.amazon.co.jp/podcasts/c87724f9-5b30-454e-8946-c107fbdd8bbe/episodes/1470bdad-fa66-4fe2-95b3-ccdb55466dcf/the-life-is-podcast-the-delusional-mindset-behind-global-ai-impact-and-fortune-with-akil-wade",
      "year": 2026,
      "classification": "interview_primary",
      "relationship": "Third-party long-form interview; origin story and philosophy are Akil's testimony.",
      "safe_use": "Attribute Michigan, travel, business-history, and philosophical statements directly to Akil.",
      "independence_assessment": "limited for biographical claims",
      "wikipedia_notability_use": "no"
    },
    {
      "title": "Founder Gains 180K YouTube Subscribers in 90 Days",
      "publisher": "Quso.ai",
      "url": "https://quso.ai/blog/founder-gains-youtube-subscribers-with-quso-ai",
      "year": 2024,
      "classification": "commercial_case_study",
      "relationship": "Vendor-produced customer story about Akil's use of the product.",
      "safe_use": "Product-use and attributed growth-process context; verify metrics independently before restating them.",
      "independence_assessment": "commercially affiliated",
      "wikipedia_notability_use": "no"
    },
    {
      "title": "Quso.ai Emerging Creators Masterclass",
      "publisher": "Quso.ai / Luma",
      "url": "https://luma.com/vidyoaimasterclass3ep",
      "year": 2024,
      "classification": "event_listing",
      "relationship": "Promotional listing for a masterclass featuring Akil.",
      "safe_use": "Verify that the masterclass was publicly listed and the description used at that time.",
      "independence_assessment": "promotional",
      "wikipedia_notability_use": "no"
    },
    {
      "title": "AfricAI Kenya",
      "publisher": "AfricAI / Luma",
      "url": "https://luma.com/58vsfy5l",
      "year": 2026,
      "classification": "event_listing",
      "relationship": "Organizer-controlled public event listing.",
      "safe_use": "Verify the published date, venue, format, and organizer role; do not infer attendance or outcomes.",
      "independence_assessment": "affiliated primary material",
      "wikipedia_notability_use": "no"
    }
  ],
  "current_notability_assessment": {
    "clearly_qualifying_sources": 0,
    "questionable_candidates": 1,
    "decision": "Do not submit a Wikipedia biography yet.",
    "reassessment_gate": "At least three substantial, mutually independent reported features from reliable publications with visible editorial control."
  },
  "corrections": "akil@contentflows.co"
}