{"slug": "the-ai-outputs-are-impressive-but-can-you-defend-the-evidence-two-years-from-now", "title": "The AI Outputs Are Impressive, But Can You Defend The Evidence Two Years From Now?", "summary": "Forbes Councils member Ed Montes warns that organizations will eventually be judged not only by AI outputs but by their ability to explain how conclusions are reached, raising concerns about defending evidence years later. The article emphasizes the growing importance of explainability and accountability in AI systems.", "body_md": "# The AI Outputs Are Impressive, But Can You Defend The Evidence Two Years From Now?\n\nBy Ed Montes, Forbes Councils MemberSource:\n\n[Forbes Innovation](https://www.forbes.com/innovation/)Eventually, organizations will be judged not only by what their systems produce but by whether they can explain how those conclusions are reached.\n\nGet AI news in your inbox\n\nDaily digest of what matters in AI.", "url": "https://wpnews.pro/news/the-ai-outputs-are-impressive-but-can-you-defend-the-evidence-two-years-from-now", "canonical_source": "https://www.machinebrief.com/news/the-ai-outputs-are-impressive-but-can-you-defend-the-evidenc-bpcs", "published_at": "2026-08-11 10:15:00+00:00", "updated_at": "2026-08-11 10:41:59.466878+00:00", "lang": "en", "topics": ["artificial-intelligence", "ai-ethics", "ai-policy"], "entities": ["Forbes", "Ed Montes"], "alternates": {"html": "https://wpnews.pro/news/the-ai-outputs-are-impressive-but-can-you-defend-the-evidence-two-years-from-now", "markdown": "https://wpnews.pro/news/the-ai-outputs-are-impressive-but-can-you-defend-the-evidence-two-years-from-now.md", "text": "https://wpnews.pro/news/the-ai-outputs-are-impressive-but-can-you-defend-the-evidence-two-years-from-now.txt", "jsonld": "https://wpnews.pro/news/the-ai-outputs-are-impressive-but-can-you-defend-the-evidence-two-years-from-now.jsonld"}}