{"id":2832,"date":"2025-11-13T09:54:01","date_gmt":"2025-11-13T09:54:01","guid":{"rendered":"https:\/\/dev.codeit.cloud\/astut\/?p=2832"},"modified":"2026-07-08T11:27:48","modified_gmt":"2026-07-08T10:27:48","slug":"the-hybrid-ai-challenge-seeking-novelty-when-theres-no-data","status":"publish","type":"post","link":"https:\/\/astut.co.uk\/?p=2832","title":{"rendered":"The Hybrid AI Challenge: Seeking Novelty When There\u2019s No Data"},"content":{"rendered":"<p><strong>Read the latest blog from Astut CEO \u2013 Peter Grindrod<\/strong><\/p>\n<p>(Please note the views expressed in this article are those of the author and do not reflect the official stance of Astut Limited)<\/p>\n<p>AI needs to become creative and explorative, and to take on reasoning tasks at which humans naturally excel \u2013 yet with greater capacity for complexity, bandwidth, and background knowledge. In turn, this opens up or responds to (with both a \u201cpush\u201d and \u201cpull\u201d), radical applications where there is little or no relevant data, yet inferences, decision options and hypotheticals are to be sought, valued, and put into action.<\/p>\n<p>Read the full blog @ <a href=\"https:\/\/digileaders.com\/explorative-and-creative-ai\/\">Digital Leaders<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Read the latest blog from Astut CEO \u2013 Peter Grindrod<\/p>\n","protected":false},"author":1,"featured_media":147,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[13],"tags":[],"class_list":["post-2832","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-press-release-culham-oxfordshire"],"_links":{"self":[{"href":"https:\/\/astut.co.uk\/index.php?rest_route=\/wp\/v2\/posts\/2832","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/astut.co.uk\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/astut.co.uk\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/astut.co.uk\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/astut.co.uk\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2832"}],"version-history":[{"count":3,"href":"https:\/\/astut.co.uk\/index.php?rest_route=\/wp\/v2\/posts\/2832\/revisions"}],"predecessor-version":[{"id":3242,"href":"https:\/\/astut.co.uk\/index.php?rest_route=\/wp\/v2\/posts\/2832\/revisions\/3242"}],"wp:attachment":[{"href":"https:\/\/astut.co.uk\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2832"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/astut.co.uk\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2832"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/astut.co.uk\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2832"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}