{"id":722,"date":"2026-05-26T13:15:46","date_gmt":"2026-05-26T12:15:46","guid":{"rendered":"https:\/\/research.dblue.it\/jarvis\/?post_type=avada_portfolio&#038;p=722"},"modified":"2026-05-26T13:15:46","modified_gmt":"2026-05-26T12:15:46","slug":"jarvis-whitepaper-dataset-creation","status":"publish","type":"avada_portfolio","link":"https:\/\/research.dblue.it\/jarvis\/portfolio-items\/jarvis-whitepaper-dataset-creation\/","title":{"rendered":"JARVIS Whitepaper &#8211; Dataset Creation"},"content":{"rendered":"<div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container nonhundred-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-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;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_1_2 1_2 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:3.84%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:3.84%;--awb-width-medium:50%;--awb-order-medium:0;--awb-spacing-right-medium:3.84%;--awb-spacing-left-medium:3.84%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-image-element\" style=\"--awb-max-width:300px;--awb-caption-title-font-family:var(--h2_typography-font-family);--awb-caption-title-font-weight:var(--h2_typography-font-weight);--awb-caption-title-font-style:var(--h2_typography-font-style);--awb-caption-title-size:var(--h2_typography-font-size);--awb-caption-title-transform:var(--h2_typography-text-transform);--awb-caption-title-line-height:var(--h2_typography-line-height);--awb-caption-title-letter-spacing:var(--h2_typography-letter-spacing);\"><span class=\" fusion-imageframe imageframe-none imageframe-1 hover-type-none\"><a class=\"fusion-no-lightbox\" href=\"https:\/\/doi.org\/10.5281\/zenodo.20269086\" target=\"_blank\" aria-label=\"Dataset Creation\" rel=\"noopener noreferrer\"><img decoding=\"async\" width=\"700\" height=\"620\" src=\"https:\/\/research.dblue.it\/jarvis\/wp-content\/uploads\/sites\/14\/2026\/05\/Dataset-Creation.png\" alt class=\"img-responsive wp-image-711\" srcset=\"https:\/\/research.dblue.it\/jarvis\/wp-content\/uploads\/sites\/14\/2026\/05\/Dataset-Creation-200x177.png 200w, https:\/\/research.dblue.it\/jarvis\/wp-content\/uploads\/sites\/14\/2026\/05\/Dataset-Creation-400x354.png 400w, https:\/\/research.dblue.it\/jarvis\/wp-content\/uploads\/sites\/14\/2026\/05\/Dataset-Creation-600x531.png 600w, https:\/\/research.dblue.it\/jarvis\/wp-content\/uploads\/sites\/14\/2026\/05\/Dataset-Creation.png 700w\" sizes=\"(max-width: 640px) 100vw, 600px\" \/><\/a><\/span><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-1 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-padding-top:9px;--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:0px;--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-text fusion-text-1\"><p style=\"font-family: 'Titillium Web'; font-weight: 400; color: #828282;\" data-fusion-font=\"true\" data-fusion-google-font=\"Titillium Web\" data-fusion-google-variant=\"400\"><span style=\"color: var(--awb-color6); font-family: 'Titillium Web'; letter-spacing: 0.24px; background-color: rgba(0, 0, 0, 0); font-weight: 400;\" data-fusion-font=\"true\" data-fusion-google-font=\"Titillium Web\" data-fusion-google-variant=\"400\">AI-driven digital assistants operate in safety-critical environments (airborne, air traffic control, and airports), where dataset quality directly determines model performance, robustness, and trustworthiness. As a result, dataset creation must be treated as a structured lifecycle, from acquisition to long-term maintenance. The whitepaper details these findings and provides examples and solutions found during the development activities of the JARVIS DAs.<\/span><\/p>\n<\/div><div ><a class=\"fusion-button button-flat fusion-button-default-size button-default fusion-button-default button-1 fusion-button-default-span fusion-button-default-type\" style=\"--button-border-radius-top-left:200px;--button-border-radius-top-right:200px;--button-border-radius-bottom-right:200px;--button-border-radius-bottom-left:200px;\" target=\"_blank\" rel=\"noopener noreferrer\" href=\"https:\/\/doi.org\/10.5281\/zenodo.20269086\"><span class=\"fusion-button-text awb-button__text awb-button__text--default\">Download the whitepaper<\/span><\/a><\/div><\/div><\/div><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":12,"featured_media":713,"menu_order":0,"comment_status":"open","ping_status":"closed","template":"","format":"standard","meta":{"footnotes":""},"portfolio_category":[],"portfolio_skills":[],"portfolio_tags":[],"class_list":["post-722","avada_portfolio","type-avada_portfolio","status-publish","format-standard","has-post-thumbnail","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>JARVIS Whitepaper - Dataset Creation - JARVIS<\/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:\/\/research.dblue.it\/jarvis\/portfolio-items\/jarvis-whitepaper-dataset-creation\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"JARVIS Whitepaper - Dataset Creation - JARVIS\" \/>\n<meta property=\"og:url\" content=\"https:\/\/research.dblue.it\/jarvis\/portfolio-items\/jarvis-whitepaper-dataset-creation\/\" \/>\n<meta property=\"og:site_name\" content=\"JARVIS\" \/>\n<meta property=\"og:image\" content=\"https:\/\/research.dblue.it\/jarvis\/wp-content\/uploads\/sites\/14\/2026\/05\/AI-Assurance-1.png\" \/>\n\t<meta property=\"og:image:width\" content=\"700\" \/>\n\t<meta property=\"og:image:height\" content=\"620\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Estimated reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/research.dblue.it\\\/jarvis\\\/portfolio-items\\\/jarvis-whitepaper-dataset-creation\\\/\",\"url\":\"https:\\\/\\\/research.dblue.it\\\/jarvis\\\/portfolio-items\\\/jarvis-whitepaper-dataset-creation\\\/\",\"name\":\"JARVIS Whitepaper - Dataset Creation - JARVIS\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/research.dblue.it\\\/jarvis\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/research.dblue.it\\\/jarvis\\\/portfolio-items\\\/jarvis-whitepaper-dataset-creation\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/research.dblue.it\\\/jarvis\\\/portfolio-items\\\/jarvis-whitepaper-dataset-creation\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/research.dblue.it\\\/jarvis\\\/wp-content\\\/uploads\\\/sites\\\/14\\\/2026\\\/05\\\/AI-Assurance-1.png\",\"datePublished\":\"2026-05-26T12:15:46+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/research.dblue.it\\\/jarvis\\\/portfolio-items\\\/jarvis-whitepaper-dataset-creation\\\/#breadcrumb\"},\"inLanguage\":\"en-GB\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/research.dblue.it\\\/jarvis\\\/portfolio-items\\\/jarvis-whitepaper-dataset-creation\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-GB\",\"@id\":\"https:\\\/\\\/research.dblue.it\\\/jarvis\\\/portfolio-items\\\/jarvis-whitepaper-dataset-creation\\\/#primaryimage\",\"url\":\"https:\\\/\\\/research.dblue.it\\\/jarvis\\\/wp-content\\\/uploads\\\/sites\\\/14\\\/2026\\\/05\\\/AI-Assurance-1.png\",\"contentUrl\":\"https:\\\/\\\/research.dblue.it\\\/jarvis\\\/wp-content\\\/uploads\\\/sites\\\/14\\\/2026\\\/05\\\/AI-Assurance-1.png\",\"width\":700,\"height\":620},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/research.dblue.it\\\/jarvis\\\/portfolio-items\\\/jarvis-whitepaper-dataset-creation\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/research.dblue.it\\\/jarvis\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Portfolio\",\"item\":\"https:\\\/\\\/research.dblue.it\\\/jarvis\\\/portfolio-items\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"JARVIS Whitepaper &#8211; 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