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[ARTICLE · art-116572] src=machinebrief.com ↗ pub= topic=artificial-intelligence verified=true sentiment=· neutral

AI Won’t Run Out Of Data. It May Run Out Of Reality

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.

read1 min views1 publishedAug 31, 2026
AI Won’t Run Out Of Data. It May Run Out Of Reality
Image: Machinebrief (auto-discovered)

By Abdallah Chalhoub, Forbes Councils MemberSource:

Forbes InnovationModels will need ongoing exposure to new events, changing language, emerging cultural norms, newly discovered facts and unexpected failures.

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source & further reading
machinebrief.com — original article Instagram cracks down on AI accounts pretending to be human Anthropic sued over alleged theft of ‘tens of thousands’ of songs Gauth Uses AI To Let Every Student Create A Personalized Course
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