{"slug": "ai-wont-run-out-of-data-it-may-run-out-of-reality", "title": "AI Won’t Run Out Of Data. It May Run Out Of Reality", "summary": "Forbes Councils member Abdallah Chalhoub argues that AI models will not run out of data but may run out of reality, as they will need ongoing exposure to new events, changing language, emerging cultural norms, newly discovered facts, and unexpected failures to remain relevant.", "body_md": "# AI Won’t Run Out Of Data. It May Run Out Of Reality\n\nBy Abdallah Chalhoub, Forbes Councils MemberSource:\n\n[Forbes Innovation](https://www.forbes.com/innovation/)Models will need ongoing exposure to new events, changing language, emerging cultural norms, newly discovered facts and unexpected failures.\n\nGet AI news in your inbox\n\nDaily digest of what matters in AI.", "url": "https://wpnews.pro/news/ai-wont-run-out-of-data-it-may-run-out-of-reality", "canonical_source": "https://www.machinebrief.com/news/ai-wont-run-out-of-data-it-may-run-out-of-reality-07jq", "published_at": "2026-08-31 12:30:00+00:00", "updated_at": "2026-08-31 13:22:12.518573+00:00", "lang": "en", "topics": ["artificial-intelligence", "ai-research"], "entities": ["Forbes Councils", "Abdallah Chalhoub"], "alternates": {"html": "https://wpnews.pro/news/ai-wont-run-out-of-data-it-may-run-out-of-reality", "markdown": "https://wpnews.pro/news/ai-wont-run-out-of-data-it-may-run-out-of-reality.md", "text": "https://wpnews.pro/news/ai-wont-run-out-of-data-it-may-run-out-of-reality.txt", "jsonld": "https://wpnews.pro/news/ai-wont-run-out-of-data-it-may-run-out-of-reality.jsonld"}}