{"slug": "the-ai-validation-bottleneck-why-80-ai-adoption-has-not-made-software-delivery", "title": "The AI Validation Bottleneck: Why 80% AI Adoption Has Not Made Software Delivery Faster", "summary": "Steve Taplin, a Forbes Councils Member, writes that despite 80% AI adoption, software delivery has not gotten faster because of an \"AI validation gap\" — the absence of evaluation, measurement or trustworthy feedback loops on AI initiatives. The piece attributes the stalled delivery gains to that missing validation layer rather than to the AI tools themselves.", "body_md": "# The AI Validation Bottleneck: Why 80% AI Adoption Has Not Made Software Delivery Faster\n\nBy Steve Taplin, Forbes Councils MemberSource: \n\n[Forbes Innovation](https://www.forbes.com/innovation/)\nThe AI validation gap is the absence of \n\n[evaluation](https://www.machinebrief.com/glossary/evaluation), measurement or trustworthy feedback loops on AI initiatives.\nGet AI news in your inbox\n\nDaily digest of what matters in AI.", "url": "https://wpnews.pro/news/the-ai-validation-bottleneck-why-80-ai-adoption-has-not-made-software-delivery", "canonical_source": "https://www.machinebrief.com/news/the-ai-validation-bottleneck-why-80percent-ai-adoption-has-n-ut05", "published_at": "2026-09-21 10:15:00+00:00", "updated_at": "2026-09-21 10:54:44.286403+00:00", "lang": "en", "topics": ["ai-safety", "ai-research", "ai-products"], "entities": ["Steve Taplin", "Forbes", "Forbes Councils"], "alternates": {"html": "https://wpnews.pro/news/the-ai-validation-bottleneck-why-80-ai-adoption-has-not-made-software-delivery", "markdown": "https://wpnews.pro/news/the-ai-validation-bottleneck-why-80-ai-adoption-has-not-made-software-delivery.md", "text": "https://wpnews.pro/news/the-ai-validation-bottleneck-why-80-ai-adoption-has-not-made-software-delivery.txt", "jsonld": "https://wpnews.pro/news/the-ai-validation-bottleneck-why-80-ai-adoption-has-not-made-software-delivery.jsonld"}}