{"slug": "the-genai-audit-gap-fluent-answers-fragile-controls", "title": "The GenAI Audit Gap: Fluent Answers, Fragile Controls", "summary": "A Forbes article by Maman Ibrahim warns that generative AI systems produce fluent answers but lack robust controls, creating an audit gap where assurance rests on trust rather than evidence. The author calls for organizations to identify where AI assurance is evidence-based and where it remains fragile.", "body_md": "# The GenAI Audit Gap: Fluent Answers, Fragile Controls\n\nBy Maman Ibrahim, Forbes Councils MemberSource:\n\n[Forbes Innovation](https://www.forbes.com/innovation/)For every material AI system, tell the committee where assurance rests on evidence and where it still rests on trust.\n\nGet AI news in your inbox\n\nDaily digest of what matters in AI.", "url": "https://wpnews.pro/news/the-genai-audit-gap-fluent-answers-fragile-controls", "canonical_source": "https://www.machinebrief.com/news/the-genai-audit-gap-fluent-answers-fragile-controls-06my", "published_at": "2026-07-27 11:45:00+00:00", "updated_at": "2026-07-27 12:56:58.287441+00:00", "lang": "en", "topics": ["generative-ai", "ai-safety", "ai-ethics"], "entities": ["Forbes", "Maman Ibrahim"], "alternates": {"html": "https://wpnews.pro/news/the-genai-audit-gap-fluent-answers-fragile-controls", "markdown": "https://wpnews.pro/news/the-genai-audit-gap-fluent-answers-fragile-controls.md", "text": "https://wpnews.pro/news/the-genai-audit-gap-fluent-answers-fragile-controls.txt", "jsonld": "https://wpnews.pro/news/the-genai-audit-gap-fluent-answers-fragile-controls.jsonld"}}