{"id":76543,"date":"2026-06-29T16:20:49","date_gmt":"2026-06-29T14:20:49","guid":{"rendered":"https:\/\/www.arcadsoftware.com\/arcad\/?p=76543"},"modified":"2026-07-01T08:30:35","modified_gmt":"2026-07-01T06:30:35","slug":"how-to-avoid-costly-ai-tokens-and-hallucinations-on-ibm-i","status":"publish","type":"post","link":"https:\/\/www.arcadsoftware.com\/arcad\/news-events\/how-to-avoid-costly-ai-tokens-and-hallucinations-on-ibm-i\/","title":{"rendered":"How to Avoid Costly AI Tokens  and Hallucinations on IBM i?"},"content":{"rendered":"<div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container hundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-overflow:visible;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"width:104% !important;max-width:104% !important;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_2_3 2_3 fusion-flex-column\" style=\"--awb-bg-blend:overlay;--awb-bg-size:cover;--awb-width-large:66.666666666667%;--awb-margin-top-large:0px;--awb-spacing-right-large:5.76%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:2.88%;--awb-width-medium:66.666666666667%;--awb-spacing-right-medium:5.76%;--awb-spacing-left-medium:2.88%;--awb-width-small:100%;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-1 fusion-sep-none fusion-title-text fusion-title-size-one\" style=\"--awb-text-color:var(--awb-color5);--awb-margin-top:0px;--awb-margin-top-small:10px;--awb-margin-bottom-small:10px;--awb-font-size:30px;\"><h1 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"font-family:&quot;Poppins&quot;;font-style:normal;font-weight:800;margin:0;font-size:1em;--fontSize:30;line-height:1.33;\">How to avoid costly AI Tokens and hallucinations on IBM i?<\/h1><\/div><div class=\"fusion-text fusion-text-1\"><p>Generative AI promises to <b>accelerate IBM i development<\/b>, but real-world experience reveals two major pitfalls: soaring costs caused by excessive token consumption, and hallucinations inherent to probabilistic LLMs\u2014an unacceptable risk for mission-critical applications.<\/p>\n<p>In this webinar, our experts will show you <b>how to combine the best of both worlds:<\/b> the power of generative AI with the reliability of ARCAD&#8217;s deterministic tools.<\/p>\n<p>Agenda:<\/p>\n<ul>\n<li><strong>The challenge:<\/strong> Why using AI alone on IBM i can be expensive and error-prone, and how a deterministic approach changes the game.<\/li>\n<li><strong>Practical solutions:<\/strong> What an MCP server is, how AI skills work, and the real-world use cases for your development team.<\/li>\n<li><strong>Live demo:<\/strong> See these capabilities in action on a real IBM i environment.<\/li>\n<\/ul>\n<p>Reduce token costs, improve reliability, and discover how to industrialize AI on IBM i without falling into its common pitfalls.<\/p>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-1 fusion_builder_column_1_3 1_3 fusion-flex-column resource-download-form webinar-registration-form \" style=\"--awb-bg-blend:overlay;--awb-bg-size:cover;--awb-width-large:33.333333333333%;--awb-margin-top-large:0px;--awb-spacing-right-large:5.76%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:5.76%;--awb-width-medium:33.333333333333%;--awb-spacing-right-medium:5.76%;--awb-spacing-left-medium:5.76%;--awb-width-small:100%;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-2 fusion-sep-none fusion-title-center fusion-title-text fusion-title-size-two\" style=\"--awb-text-color:var(--awb-color5);--awb-margin-bottom:40px;--awb-margin-top-small:10px;--awb-margin-bottom-small:10px;--awb-font-size:28px;\"><h2 class=\"fusion-title-heading title-heading-center fusion-responsive-typography-calculated\" style=\"margin:0;font-size:1em;--fontSize:28;line-height:1.2;\">Join the Webinar!<\/h2><\/div><script charset=\"utf-8\" type=\"text\/javascript\" src=\"\/\/js.hsforms.net\/forms\/embed\/v2.js\"><\/script>\n<script>\n\n  hbspt.forms.create({\n\n    portalId: \"4514828\",\n\n    formId: \"066937e5-05c8-47fb-9679-00bb8609ffee\",\n\n     css: \"\",\n\n        blockedDomains: 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\"Please select an option.\",\n             forbiddenEmailDomain: \"Business address required\",\n             manuallyBlockedEmailDomain: \"Business address required\", \n             submitText: \"Register Now\",\n\n           }\n\n       }\n\n});\n<\/script>\n\n <\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-2 fusion_builder_column_1_1 1_1 fusion-flex-column fusion-flex-align-self-flex-start fusion-column-no-min-height\" style=\"--awb-bg-blend:overlay;--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-3 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"--awb-text-color:var(--awb-color5);--awb-margin-bottom:5px;--awb-margin-top-small:20px;--awb-margin-bottom-small:0px;--awb-font-size:23px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;font-size:1em;--fontSize:23;--minFontSize:23;line-height:1.2;\">Speaker<\/h2><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-3 fusion-flex-column\" style=\"--awb-bg-blend:overlay;--awb-bg-size:cover;--awb-width-large:auto;--awb-margin-top-large:0px;--awb-spacing-right-large:2%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:2%;--awb-width-medium:auto;--awb-spacing-right-medium:2%;--awb-spacing-left-medium:2%;--awb-width-small:100%;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-2\"><p><img decoding=\"async\" class=\"alignnone size-full wp-image-835\" src=\"https:\/\/www.arcadsoftware.fr\/discover\/wp-content\/uploads\/2025\/09\/alan-ashley.png\" alt=\"Alan Ashley\" width=\"150\" height=\"150\" \/><\/p>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-4 fusion_builder_column_5_6 5_6 fusion-flex-column\" style=\"--awb-bg-blend:overlay;--awb-bg-size:cover;--awb-width-large:83.333333333333%;--awb-margin-top-large:0px;--awb-spacing-right-large:2.304%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:2.304%;--awb-width-medium:83.333333333333%;--awb-spacing-right-medium:2.304%;--awb-spacing-left-medium:2.304%;--awb-width-small:100%;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-4 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"--awb-text-color:var(--awb-color5);--awb-margin-top:0px;--awb-margin-bottom:0px;--awb-margin-top-small:0px;--awb-margin-bottom-small:0px;--awb-font-size:20px;\"><h3 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"font-family:&quot;Poppins&quot;;font-style:normal;font-weight:600;margin:0;font-size:1em;--fontSize:20;--minFontSize:20;line-height:1.3;\">Alan Ashley<\/p>\n<div id=\"gtx-trans\" style=\"position: absolute; left: -35px; top: 38px;\">\n<div class=\"gtx-trans-icon\"><\/div>\n<\/div><\/h3><\/div><div class=\"fusion-title title fusion-title-5 fusion-sep-none fusion-title-text fusion-title-size-four\" style=\"--awb-text-color:var(--awb-color5);--awb-margin-top:0px;--awb-margin-bottom:5px;--awb-margin-top-small:5px;--awb-margin-bottom-small:5px;--awb-font-size:20px;\"><h4 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"font-family:&quot;Poppins&quot;;font-style:normal;font-weight:400;margin:0;font-size:1em;--fontSize:20;--minFontSize:20;line-height:1.36;\">Solution Architect, ARCAD Software<\/h4><\/div><div class=\"fusion-text fusion-text-3\"><p>Alan has been in support and promotion of the IBM i platform for over 30 years and is the Presales Consultant for DevOps on IBM i role with ARCAD Software. Prior to joining ARCAD Software, he spent many years in multiple roles within IBM from supporting customers through HA to DR to Application promotion to migrations of the IBM i to the cloud. In those roles, he saw first hand the pains many have with Application Lifecycle Management, modernization, and data protection. His passion in those areas fits right in with the ARCAD suite of products.<\/p>\n<\/div><\/div><\/div><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Discover how to use AI on IBM i more reliably, keep token costs under control, and ensure accurate, predictable results.<\/p>\n","protected":false},"author":16,"featured_media":76546,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[46,31],"tags":[546,616,563,371,365,369,375,373,367,612,544],"class_list":["post-76543","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news-events","category-webinars","tag-application-release-orchestration","tag-blog-en","tag-blog-article","tag-ibm-i-devops","tag-git","tag-ibm-i-modernization","tag-open-source-tools","tag-rpg-free-form","tag-source-code-management","tag-vs-code-en","tag-webinar"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>How to Prevent Costly Token Usage &amp; 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