{"slug": "why-ai-needs-smarter-data-before-it-can-fix-your-network", "title": "Why AI Needs Smarter Data Before It Can Fix Your Network", "summary": "Bruce Kelley, a Forbes Councils member, argues that AI's effectiveness in network management depends on smarter data rather than more data, emphasizing the need for thoughtful deployment to provide better evidence for AI systems.", "body_md": "# Why AI Needs Smarter Data Before It Can Fix Your Network\n\nBy Bruce Kelley, Forbes Councils MemberSource:\n\n[Forbes Innovation](https://www.forbes.com/innovation/)AI does not need more noise. It needs better evidence. To achieve this, it requires a thoughtful deployment.\n\nGet AI news in your inbox\n\nDaily digest of what matters in AI.", "url": "https://wpnews.pro/news/why-ai-needs-smarter-data-before-it-can-fix-your-network", "canonical_source": "https://www.machinebrief.com/news/why-ai-needs-smarter-data-before-it-can-fix-your-network-khwg", "published_at": "2026-07-31 11:00:00+00:00", "updated_at": "2026-07-31 11:35:01.429700+00:00", "lang": "en", "topics": ["artificial-intelligence", "ai-infrastructure"], "entities": ["Bruce Kelley", "Forbes"], "alternates": {"html": "https://wpnews.pro/news/why-ai-needs-smarter-data-before-it-can-fix-your-network", "markdown": "https://wpnews.pro/news/why-ai-needs-smarter-data-before-it-can-fix-your-network.md", "text": "https://wpnews.pro/news/why-ai-needs-smarter-data-before-it-can-fix-your-network.txt", "jsonld": "https://wpnews.pro/news/why-ai-needs-smarter-data-before-it-can-fix-your-network.jsonld"}}