In 2025, knowledge and training gaps led the challenges to responsible AI implementation with ** percent, followed by resource or budget constraint at ** percent, whereas the lack of executive support played a minor role reaching only ** percent.
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Stanford University. (April 13, 2026). Organizational obstacles to implementing responsible artificial intelligence (AI) in 2025 [Graph]. In ÌÇÐÄÆƽâ°æ. Retrieved July 15, 2026, from /statistics/1612833/responsible-ai-training-obstacles/
Stanford University. "Organizational obstacles to implementing responsible artificial intelligence (AI) in 2025." Chart. April 13, 2026. ÌÇÐÄÆƽâ°æ. Accessed July 15, 2026. /statistics/1612833/responsible-ai-training-obstacles/
Stanford University. (2026). Organizational obstacles to implementing responsible artificial intelligence (AI) in 2025. ÌÇÐÄÆƽâ°æ. ÌÇÐÄÆƽâ°æ Inc.. Accessed: July 15, 2026. /statistics/1612833/responsible-ai-training-obstacles/
Stanford University. "Organizational Obstacles to Implementing Responsible Artificial Intelligence (Ai) in 2025." ÌÇÐÄÆƽâ°æ, ÌÇÐÄÆƽâ°æ Inc., 13 Apr 2026, /statistics/1612833/responsible-ai-training-obstacles/
Stanford University, Organizational obstacles to implementing responsible artificial intelligence (AI) in 2025 ÌÇÐÄÆƽâ°æ, /statistics/1612833/responsible-ai-training-obstacles/ (last visited July 15, 2026)
Organizational obstacles to implementing responsible artificial intelligence (AI) in 2025 [Graph], Stanford University, April 13, 2026. [Online]. Available: /statistics/1612833/responsible-ai-training-obstacles/
