{"id":732,"date":"2024-11-19T09:29:41","date_gmt":"2024-11-19T09:29:41","guid":{"rendered":"https:\/\/terratechholding.com\/2024\/11\/19\/johannes-angebauer-on-the-use-of-ai-in-quality-management\/"},"modified":"2024-12-12T13:51:07","modified_gmt":"2024-12-12T13:51:07","slug":"johannes-angebauer-on-the-use-of-ai-in-quality-management","status":"publish","type":"post","link":"https:\/\/terratechholding.com\/en\/2024\/11\/19\/johannes-angebauer-on-the-use-of-ai-in-quality-management\/","title":{"rendered":"Johannes Angebauer on the use of AI in quality management"},"content":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.27.0&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;0px||||false|false&#8221; custom_padding=&#8221;0px||||false|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row custom_padding_last_edited=&#8221;on|phone&#8221; _builder_version=&#8221;4.27.0&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;||1vw||false|false&#8221; custom_margin_tablet=&#8221;||0px||false|false&#8221; custom_margin_phone=&#8221;0px||||false|false&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; custom_padding=&#8221;||0px||false|false&#8221; custom_padding_tablet=&#8221;||0px||false|false&#8221; custom_padding_phone=&#8221;0px||||false|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.27.0&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.27.0&#8243; _module_preset=&#8221;default&#8221; header_text_color=&#8221;#2EAA75&#8243; header_font_size=&#8221;55px&#8221; header_line_height=&#8221;1.3em&#8221; header_2_font_size=&#8221;35px&#8221; header_2_line_height=&#8221;1.5em&#8221; header_3_font_size=&#8221;25px&#8221; header_font_size_tablet=&#8221;55px&#8221; header_font_size_phone=&#8221;40px&#8221; header_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h1>Johannes Angebauer on quality in AI applications<\/h1>\n<p>Last week, our co-founder and mathematician Johannes Angebauer had the opportunity to be part of the <a href=\"https:\/\/qualitaetstag.dgq.de\/2024\/qm-ki-wie-sprachmodelle-das-qualitaetsmanagement-verbessern\/\" target=\"_blank\" rel=\"noopener\"><strong>warm-up for the DGQ Quality Day 2024<\/strong><\/a> to be. As part of the Chili con Q event series, Johannes presented the most important facts that quality managers need to know about large language models (LLMs) and AI in his talk &#8220;The role of the modern quality manager in the AI revolution&#8221;. <\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=&#8221;1_2,1_2&#8243; _builder_version=&#8221;4.27.0&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;0vw||||false|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;1_2&#8243; _builder_version=&#8221;4.27.0&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.27.0&#8243; _module_preset=&#8221;default&#8221; header_font_size=&#8221;55px&#8221; header_line_height=&#8221;1.3em&#8221; header_2_text_color=&#8221;#2EAA75&#8243; header_2_font_size=&#8221;35px&#8221; header_2_line_height=&#8221;1.2em&#8221; header_3_font_size=&#8221;25px&#8221; header_2_font_size_tablet=&#8221;35px&#8221; header_2_font_size_phone=&#8221;25px&#8221; header_2_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2>Decisive quality factors for AI and LLMs<\/h2>\n<p>The presentation focused on current <strong>language models<\/strong> and their development. These AI models offer innovative ways to optimize processes by analyzing large amounts of data, deriving meaningful insights from it and making them accessible with language. However, attention must be paid to various quality aspects. <strong>Data quality, feedback quality<\/strong> and <strong>alignment quality<\/strong> are the decisive <strong>quality factors<\/strong> for the successful use of artificial intelligence.  <\/p>\n<p>Angebauer also gave an overview of the weaknesses of and possible attacks on language models and raised explicit <strong>quality issues<\/strong> relating to data and data protection, feedback and the alignment and system settings of the AI model.<\/p>\n<p>[\/et_pb_text][\/et_pb_column][et_pb_column type=&#8221;1_2&#8243; _builder_version=&#8221;4.27.0&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_image src=&#8221;https:\/\/terratechholding.com\/wp-content\/uploads\/2024\/11\/TerraTech_DGQ_Angebauer-Johannes-Vortrag.png&#8221; alt=&#8221;TerraTech | Blog | DGQ Quality Day&#8221; title_text=&#8221;TerraTech | Blog | DGQ Quality Day&#8221; _builder_version=&#8221;4.27.0&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=&#8221;4.27.0&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.27.0&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.27.0&#8243; _module_preset=&#8221;default&#8221; header_font_size=&#8221;55px&#8221; header_line_height=&#8221;1.3em&#8221; header_2_text_color=&#8221;#2EAA75&#8243; header_2_font_size=&#8221;35px&#8221; header_2_line_height=&#8221;1.2em&#8221; header_3_font_size=&#8221;25px&#8221; header_2_font_size_tablet=&#8221;35px&#8221; header_2_font_size_phone=&#8221;25px&#8221; header_2_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>Finally, Johannes presented <strong>in-context learning<\/strong> together with <strong>retrieval augmented generation (RAG)<\/strong> as a secure and effective technology <strong>for connecting language models with company data.<\/strong> You can find out more about language models in the world of quality at Johannes&#8217; presentation on November 7 at the DGQ Quality Day.<\/p>\n<p>[\/et_pb_text][et_pb_button button_url=&#8221;https:\/\/qualitaetstag.dgq.de\/2024\/qm-ki-wie-sprachmodelle-das-qualitaetsmanagement-verbessern\/&#8221; url_new_window=&#8221;on&#8221; button_text=&#8221;More about the DGQ Quality Day&#8221; _builder_version=&#8221;4.27.0&#8243; _module_preset=&#8221;default&#8221; custom_button=&#8221;on&#8221; button_text_size=&#8221;25px&#8221; button_text_color=&#8221;#FFFFFF&#8221; button_bg_color=&#8221;#31D190&#8243; button_border_width=&#8221;0px&#8221; button_border_radius=&#8221;0px&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_button][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Johannes Angebauer on quality in AI applications Last week, our co-founder and mathematician Johannes Angebauer had the opportunity to be part of the warm-up for the DGQ Quality Day 2024 to be. As part of the Chili con Q event series, Johannes presented the most important facts that quality managers need to know about large [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":668,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"categories":[1],"tags":[],"class_list":["post-732","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-unkategorisiert"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Johannes Angebauer on the use of AI in quality management<\/title>\n<meta name=\"description\" content=\"This article highlights our work and our mission to support SMEs with innovative and efficient AI solutions.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, 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