{"id":1225,"date":"2025-05-13T15:33:15","date_gmt":"2025-05-13T15:33:15","guid":{"rendered":"https:\/\/www.stefan-wagenpfeil.de\/unkategorisiert\/dont-make-ai-too-complicated\/"},"modified":"2025-05-31T15:34:31","modified_gmt":"2025-05-31T15:34:31","slug":"dont-make-ai-too-complicated","status":"publish","type":"post","link":"https:\/\/www.stefan-wagenpfeil.de\/en\/latest-news\/dont-make-ai-too-complicated\/","title":{"rendered":"Don&#8217;t make AI too complicated"},"content":{"rendered":"\n<p>\ud835\udde8\ud835\uddfb\ud835\ude01\ud835\uddf2\ud835\uddff\ud835\uddfb\ud835\uddf2\ud835\uddf5\ud835\uddfa\ud835\uddf2\ud835\uddfb \ud835\uddfa\ud835\uddee\ud835\uddf0\ud835\uddf5\ud835\uddf2\ud835\uddfb \ud835\uddef\ud835\uddf2\ud835\uddf6\ud835\uddfa \ud835\udde7\ud835\uddf5\ud835\uddf2\ud835\uddfa\ud835\uddee \u201c\ud835\uddde\ud835\udddc\u201d \ud835\uddf1\ud835\uddf2\ud835\uddff\ud835\ude07\ud835\uddf2\ud835\uddf6\ud835\ude01 \ud835\uddf5\ud835\uddee\u0308\ud835\ude02\ud835\uddf3\ud835\uddf6\ud835\uddf4 \ud835\uddf1\ud835\uddf2\ud835\uddfb \ud835\uddd9\ud835\uddf2\ud835\uddf5\ud835\uddf9\ud835\uddf2\ud835\uddff, \ud835\uddee\ud835\uddf9\ud835\uddf9\ud835\uddf2\ud835\ude00 \ud835\ude03\ud835\uddfc\ud835\uddff\ud835\uddee\ud835\uddef \ud835\uddf1\ud835\ude02\ud835\uddff\ud835\uddf0\ud835\uddf5\ud835\uddf1\ud835\uddf2\ud835\uddfb\ud835\uddf8\ud835\uddf2\ud835\uddfb \ud835\ude02\ud835\uddfb\ud835\uddf1 \ud835\uddfd\ud835\uddf9\ud835\uddee\ud835\uddfb\ud835\uddf2\ud835\uddfb \ud835\ude07\ud835\ude02 \ud835\ude04\ud835\uddfc\ud835\uddf9\ud835\uddf9\ud835\uddf2\ud835\uddfb.<br\/><br\/>Roadmaps are drawn up for 24 months, training and qualification programs are set up, budgets are planned, HR is involved, external consultants are brought in (for a lot of money) and company-wide AI strategies are designed right from the start.<br\/><br\/>\ud835\udddf\ud835\uddee\ud835\ude00\ud835\ude00\ud835\uddf2\ud835\uddfb \ud835\udde6\ud835\uddf6\ud835\uddf2 \ud835\uddf1\ud835\uddee\ud835\ude00!<br\/><br\/>Unfortunately, these beautifully planned and long-term AI implementations often have to be completely scrapped after just a few months because the technology is much faster than your company.<br\/><br\/>\ud835\uddd7\ud835\uddee\ud835\uddf5\ud835\uddf2\ud835\uddff \ud835\uddf2\ud835\uddfa\ud835\uddfd\ud835\uddf3\ud835\uddf2\ud835\uddf5\ud835\uddf9\ud835\uddf2 \ud835\uddf6\ud835\uddf0\ud835\uddf5 \ud835\udddc\ud835\uddf5\ud835\uddfb\ud835\uddf2\ud835\uddfb:<br\/>&#8211; a short and effective &#8220;\ud835\uddda\ud835\uddff\ud835\ude02\ud835\uddfb\ud835\uddf1\ud835\uddee\ud835\ude02\ud835\ude00\ud835\uddef\ud835\uddf6\ud835\uddf9\ud835\uddf1\ud835\ude02\ud835\uddfb\ud835\uddf4&#8221; for everyone (function, ethics, data protection, tools)<br\/>&#8211; then \ud835\uddf8\ud835\uddf9\ud835\uddf2\ud835\uddf6\ud835\uddfb\ud835\uddf2 \ud835\uddee\ud835\uddef\ud835\uddf2\ud835\uddff \ud835\ude00\ud835\uddf0\ud835\uddf5\ud835\uddfb\ud835\uddf2\ud835\uddf9\ud835\uddf9\ud835\uddf2 \ud835\udde6\ud835\uddf0\ud835\uddf5\ud835\uddff\ud835\uddf6\ud835\ude01\ud835\ude01\ud835\uddf2 go<br\/>&#8211; \ud835\udde4\ud835\ude02\ud835\uddf6\ud835\uddf0\ud835\uddf8-\ud835\uddea\ud835\uddf6\ud835\uddfb&#8217;\ud835\ude00 take away, where possible<br\/>&#8211; keep employees \ud835\uddfb\ud835\uddf2\ud835\ude02\ud835\uddf4\ud835\uddf6\ud835\uddf2\ud835\uddff\ud835\uddf6\ud835\uddf4<br\/>&#8211; build \ud835\uddf8\ud835\uddf9\ud835\uddf2\ud835\uddf6\ud835\uddfb\ud835\uddf2 \ud835\uddf2\ud835\uddf6\ud835\uddf4\ud835\uddf2\ud835\uddfb\ud835\uddf2 \ud835\udddf\ud835\uddfc\u0308\ud835\ude00\ud835\ude02\ud835\uddfb\ud835\uddf4\ud835\uddf2\ud835\uddfb to achieve a competitive advantage<br\/>&#8211; \ud835\uddd9\ud835\uddf2\ud835\uddf5\ud835\uddf9\ud835\uddf2\ud835\uddf2\ud835\uddff allow (or even encourage)<br\/>&#8211; keep an eye on the tool and product landscape and keep an eye on the tool and product landscape and, if possible, quickly \ud835\uddf1\ud835\ude02\ud835\uddff\ud835\uddf0\ud835\uddf5 \ud835\uddf2\ud835\uddfb\ud835\ude01\ud835\ude00\ud835\ude01\ud835\uddf2\ud835\uddf5\ud835\uddf2\ud835\uddfb\ud835\uddf1\ud835\uddf2 \ud835\udde6\ud835\ude01\ud835\uddee\ud835\uddfb\ud835\uddf1\ud835\uddee\ud835\uddff\ud835\uddf1\ud835\ude00 \ud835\uddee\ud835\uddef\ud835\uddf9\ud835\uddfc\u0308\ud835\ude00\ud835\uddf2\ud835\uddfb<br\/><br\/>On this basis, you can gradually build a stable AI strategy that can grow, develop and adapt. In the knowledge that your employees \/ your company will constantly gain experience. <br\/><br\/>\ud835\uddd7\ud835\uddf6\ud835\uddf2 \ud835\uddde\ud835\udddc-\ud835\udddf\ud835\uddee\ud835\uddfb\ud835\uddf1\ud835\ude00\ud835\uddf0\ud835\uddf5\ud835\uddee\ud835\uddf3\ud835\ude01 \ud835\ude03\ud835\uddfc\ud835\uddfb \ud835\uddf5\ud835\uddf2\ud835\ude02\ud835\ude01\ud835\uddf2 \ud835\ude04\ud835\uddf6\ud835\uddff\ud835\uddf1 \ud835\uddf6\ud835\uddfb \ud835\uddf2\ud835\uddf6\ud835\uddfb\ud835\uddf2\ud835\uddfa \ud835\uddf5\ud835\uddee\ud835\uddf9\ud835\uddef\ud835\uddf2\ud835\uddfb \ud835\udddd\ud835\uddee\ud835\uddf5\ud835\uddff \ud835\uddf8\ud835\uddfc\ud835\uddfa\ud835\uddfd\ud835\uddf9\ud835\uddf2\ud835\ude01\ud835\ude01 \ud835\uddee\ud835\uddfb\ud835\uddf1\ud835\uddf2\ud835\uddff\ud835\ude00 \ud835\uddee\ud835\ude02\ud835\ude00\ud835\ude00\ud835\uddf2\ud835\uddf5\ud835\uddf2\ud835\uddfb. \ud835\udde8\ud835\uddfb\ud835\uddf1 \ud835\uddf6\ud835\uddfb \ud835\uddf2\ud835\uddf6\ud835\uddfb\ud835\uddf2\ud835\uddfa \ud835\udddd\ud835\uddee\ud835\uddf5\ud835\uddff \ud835\uddf2\ud835\uddff\ud835\uddfb\ud835\uddf2\ud835\ude02\ud835\ude01. \ud835\uddd7\ud835\uddee\ud835\ude00 \ud835\ude00\ud835\uddfc\ud835\uddf9\ud835\uddf9\ud835\ude01\ud835\uddf2\ud835\uddfb \ud835\udde6\ud835\uddf6\ud835\uddf2\ud835\uddef\ud835\uddf2\ud835\uddf6 \ud835\udddc\ud835\uddf5\ud835\uddff\ud835\uddf2\ud835\uddfb \ud835\uddd8\ud835\uddfb\ud835\ude01\ud835\ude00\ud835\uddf0\ud835\uddf5\ud835\uddf2\ud835\uddf6\ud835\uddf1\ud835\ude02\ud835\uddfb\ud835\uddf4\ud835\uddf2\ud835\uddfb \/ \ud835\udddc\ud835\uddfb\ud835\ude03\ud835\uddf2\ud835\ude00\ud835\ude01\ud835\uddf6\ud835\ude01\ud835\uddf6\ud835\uddfc\ud835\uddfb\ud835\uddf2\ud835\uddfb \ud835\uddef\ud835\uddf2\ud835\uddff\ud835\ude02\u0308\ud835\uddf0\ud835\uddf8\ud835\ude00\ud835\uddf6\ud835\uddf0\ud835\uddf5\ud835\ude01\ud835\uddf6\ud835\uddf4\ud835\uddf2\ud835\uddfb.  <br\/><br\/>In my view, AI is one of the areas that must be approached with maximum agility. Fast, flexible, courageous and curious. <br\/><br\/>\ud835\udde0\ud835\uddee\ud835\uddf9 \ud835\ude00\ud835\uddf2\ud835\uddf5\ud835\uddf2\ud835\uddfb, \ud835\uddfc\ud835\uddef \ud835\ude04\ud835\uddf6\ud835\uddff \ud835\uddf1\ud835\uddee\ud835\ude00 \ud835\uddee\ud835\ude02\ud835\uddf0\ud835\uddf5 \ud835\uddf6\ud835\uddfb \ud835\uddd7\ud835\uddf2\ud835\ude02\ud835\ude01\ud835\ude00\ud835\uddf0\ud835\uddf5\ud835\uddf9\ud835\uddee\ud835\uddfb\ud835\uddf1 \ud835\uddf5\ud835\uddf6\ud835\uddfb\ud835\uddef\ud835\uddf2\ud835\uddf8\ud835\uddfc\ud835\uddfa\ud835\uddfa\ud835\uddf2\ud835\uddfb&#8230;!<br\/><br\/>\ud835\ude1e\ud835\ude26\ud835\ude2f\ud835\ude2f \ud835\ude1a\ud835\ude2a\ud835\ude26 \ud835\ude25\ud835\ude22\ud835\ude23\ud835\ude26\ud835\ude2a \ud835\ude1c\ud835\ude2f\ud835\ude35\ud835\ude26\ud835\ude33\ud835\ude34\ud835\ude35\ud835\ude36\u0308\ud835\ude35\ud835\ude3b\ud835\ude36\ud835\ude2f\ud835\ude28 \ud835\ude23\ud835\ude33\ud835\ude22\ud835\ude36\ud835\ude24\ud835\ude29\ud835\ude26\ud835\ude2f, \ud835\ude26\ud835\ude2a\ud835\ude2f\ud835\ude26 \ud835\ude2c\ud835\ude30\ud835\ude2f\ud835\ude2c\ud835\ude33\ud835\ude26\ud835\ude35\ud835\ude26\ud835\ude34 \ud835\ude1c\ud835\ude2e\ud835\ude34\ud835\ude26\ud835\ude35\ud835\ude3b\ud835\ude36\ud835\ude2f\ud835\ude28\ud835\ude34\ud835\ude2c\ud835\ude30\ud835\ude2f\ud835\ude3b\ud835\ude26\ud835\ude31\ud835\ude35, \ud835\ude30\ud835\ude25\ud835\ude26\ud835\ude33 \ud835\ude2b\ud835\ude26\ud835\ude2e\ud835\ude22\ud835\ude2f\ud835\ude25\ud835\ude26\ud835\ude2f, \ud835\ude25\ud835\ude26\ud835\ude33 \u201c\ud835\ude2e\ud835\ude22\ud835\ude2d \ud835\ude25\ud835\ude33\ud835\ude36\u0308\ud835\ude23\ud835\ude26\ud835\ude33 \ud835\ude34\ud835\ude24\ud835\ude29\ud835\ude22\ud835\ude36\ud835\ude35\u201d, \ud835\ude34\ud835\ude24\ud835\ude29\ud835\ude33\ud835\ude26\ud835\ude2a\ud835\ude23\ud835\ude26\ud835\ude2f \ud835\ude1a\ud835\ude2a\ud835\ude26 \ud835\ude2e\ud835\ude2a\ud835\ude24\ud835\ude29 \ud835\ude28\ud835\ude26\ud835\ude33\ud835\ude2f\ud835\ude26 \ud835\ude22\ud835\ude2f!<br\/><br\/><a href=\"https:\/\/www.linkedin.com\/search\/results\/all\/?keywords=%23informatikersindcool&amp;origin=HASH_TAG_FROM_FEED\">Hashtag#informatikersindcool<\/a> <a href=\"https:\/\/www.linkedin.com\/search\/results\/all\/?keywords=%23kiistdaundbleibt&amp;origin=HASH_TAG_FROM_FEED\">Hashtag#kiistdaundbleibt<\/a> <a href=\"https:\/\/www.linkedin.com\/search\/results\/all\/?keywords=%23schnellundwendig&amp;origin=HASH_TAG_FROM_FEED\">Hashtag#quickandagile<\/a> <a href=\"https:\/\/www.linkedin.com\/search\/results\/all\/?keywords=%23flexibelseinschadetnicht&amp;origin=HASH_TAG_FROM_FEED\">Hashtag#flexibledoesn&#8217;t hurt<\/a><\/p>\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"878\" height=\"1024\" src=\"https:\/\/www.stefan-wagenpfeil.de\/wp-content\/uploads\/2025\/05\/image-3-878x1024.png\" alt=\"\" class=\"wp-image-1219\" srcset=\"https:\/\/www.stefan-wagenpfeil.de\/wp-content\/uploads\/2025\/05\/image-3-878x1024.png 878w, https:\/\/www.stefan-wagenpfeil.de\/wp-content\/uploads\/2025\/05\/image-3-257x300.png 257w, https:\/\/www.stefan-wagenpfeil.de\/wp-content\/uploads\/2025\/05\/image-3-768x896.png 768w, https:\/\/www.stefan-wagenpfeil.de\/wp-content\/uploads\/2025\/05\/image-3.png 1200w\" sizes=\"(max-width: 878px) 100vw, 878px\" \/><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>\ud835\udde8\ud835\uddfb\ud835\ude01\ud835\uddf2\ud835\uddff\ud835\uddfb\ud835\uddf2\ud835\uddf5\ud835\uddfa\ud835\uddf2\ud835\uddfb \ud835\uddfa\ud835\uddee\ud835\uddf0\ud835\uddf5\ud835\uddf2\ud835\uddfb \ud835\uddef\ud835\uddf2\ud835\uddf6\ud835\uddfa \ud835\udde7\ud835\uddf5\ud835\uddf2\ud835\uddfa\ud835\uddee \u201c\ud835\uddde\ud835\udddc\u201d \ud835\uddf1\ud835\uddf2\ud835\uddff\ud835\ude07\ud835\uddf2\ud835\uddf6\ud835\ude01 \ud835\uddf5\ud835\uddee\u0308\ud835\ude02\ud835\uddf3\ud835\uddf6\ud835\uddf4 \ud835\uddf1\ud835\uddf2\ud835\uddfb \ud835\uddd9\ud835\uddf2\ud835\uddf5\ud835\uddf9\ud835\uddf2\ud835\uddff, \ud835\uddee\ud835\uddf9\ud835\uddf9\ud835\uddf2\ud835\ude00 \ud835\ude03\ud835\uddfc\ud835\uddff\ud835\uddee\ud835\uddef \ud835\uddf1\ud835\ude02\ud835\uddff\ud835\uddf0\ud835\uddf5\ud835\uddf1\ud835\uddf2\ud835\uddfb\ud835\uddf8\ud835\uddf2\ud835\uddfb \ud835\ude02\ud835\uddfb\ud835\uddf1 \ud835\uddfd\ud835\uddf9\ud835\uddee\ud835\uddfb\ud835\uddf2\ud835\uddfb \ud835\ude07\ud835\ude02 \ud835\ude04\ud835\uddfc\ud835\uddf9\ud835\uddf9\ud835\uddf2\ud835\uddfb. Roadmaps are drawn up for 24 months, training and qualification programs are set up, budgets are planned, HR is involved, external consultants are brought <span class=\"readmore\"><a href=\"https:\/\/www.stefan-wagenpfeil.de\/en\/latest-news\/dont-make-ai-too-complicated\/\">Continue Reading<\/a><\/span><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[14,11],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Don&#039;t make AI too complicated - Prof. Dr.-Ing. Stefan Wagenpfeil<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.stefan-wagenpfeil.de\/en\/latest-news\/dont-make-ai-too-complicated\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Don&#039;t make AI too complicated - Prof. Dr.-Ing. Stefan Wagenpfeil\" \/>\n<meta property=\"og:description\" content=\"\ud835\udde8\ud835\uddfb\ud835\ude01\ud835\uddf2\ud835\uddff\ud835\uddfb\ud835\uddf2\ud835\uddf5\ud835\uddfa\ud835\uddf2\ud835\uddfb \ud835\uddfa\ud835\uddee\ud835\uddf0\ud835\uddf5\ud835\uddf2\ud835\uddfb \ud835\uddef\ud835\uddf2\ud835\uddf6\ud835\uddfa \ud835\udde7\ud835\uddf5\ud835\uddf2\ud835\uddfa\ud835\uddee \u201c\ud835\uddde\ud835\udddc\u201d \ud835\uddf1\ud835\uddf2\ud835\uddff\ud835\ude07\ud835\uddf2\ud835\uddf6\ud835\ude01 \ud835\uddf5\ud835\uddee\u0308\ud835\ude02\ud835\uddf3\ud835\uddf6\ud835\uddf4 \ud835\uddf1\ud835\uddf2\ud835\uddfb \ud835\uddd9\ud835\uddf2\ud835\uddf5\ud835\uddf9\ud835\uddf2\ud835\uddff, \ud835\uddee\ud835\uddf9\ud835\uddf9\ud835\uddf2\ud835\ude00 \ud835\ude03\ud835\uddfc\ud835\uddff\ud835\uddee\ud835\uddef \ud835\uddf1\ud835\ude02\ud835\uddff\ud835\uddf0\ud835\uddf5\ud835\uddf1\ud835\uddf2\ud835\uddfb\ud835\uddf8\ud835\uddf2\ud835\uddfb \ud835\ude02\ud835\uddfb\ud835\uddf1 \ud835\uddfd\ud835\uddf9\ud835\uddee\ud835\uddfb\ud835\uddf2\ud835\uddfb \ud835\ude07\ud835\ude02 \ud835\ude04\ud835\uddfc\ud835\uddf9\ud835\uddf9\ud835\uddf2\ud835\uddfb. 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