{"id":3453,"date":"2025-03-13T15:08:13","date_gmt":"2025-03-13T22:08:13","guid":{"rendered":"https:\/\/dev.wordpress.kpu.ca\/generativeaitlkpu\/?page_id=3453"},"modified":"2025-04-16T11:21:07","modified_gmt":"2025-04-16T18:21:07","slug":"understanding-gen-ai","status":"publish","type":"page","link":"https:\/\/dev.wordpress.kpu.ca\/generativeaitlkpu\/understanding-gen-ai\/","title":{"rendered":"Understanding GenAI"},"content":{"rendered":"<style>.kb-row-layout-wrap.wp-block-kadence-rowlayout.kb-row-layout-id3453_d47771-b1{margin-top:0px;margin-bottom:0px;}.kb-row-layout-id3453_d47771-b1 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id3453_d47771-b1 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id3453_d47771-b1 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);max-width:1140px;margin-left:auto;margin-right:auto;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id3453_d47771-b1{background-color:#840029;}.kb-row-layout-id3453_d47771-b1 > .kt-row-layout-overlay{opacity:0.15;background-image:url('https:\/\/wordpress-486734-1630132.cloudwaysapps.com\/wp-content\/uploads\/2020\/11\/circle_bg.png');background-size:auto;background-position:50% 0%;background-attachment:scroll;background-repeat:no-repeat;}@media all and (max-width: 1024px){.kb-row-layout-wrap.wp-block-kadence-rowlayout.kb-row-layout-id3453_d47771-b1{margin-top:0px;margin-bottom:0px;}}@media all and (max-width: 1024px){.kb-row-layout-id3453_d47771-b1 > .kt-row-column-wrap{padding-top:100px;padding-right:30px;padding-bottom:30px;padding-left:30px;grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-wrap.wp-block-kadence-rowlayout.kb-row-layout-id3453_d47771-b1{margin-top:0px;margin-bottom:0px;}.kb-row-layout-id3453_d47771-b1 > .kt-row-column-wrap{padding-top:100px;padding-right:0px;padding-bottom:0px;padding-left:0px;grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id3453_d47771-b1 alignfull kt-row-has-bg wp-block-kadence-rowlayout\"><div class=\"kt-row-layout-overlay kt-row-overlay-normal\"><\/div><div class=\"kt-row-column-wrap kt-has-1-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column3453_fccdbb-9c > .kt-inside-inner-col{padding-top:0px;padding-right:170px;padding-left:170px;}.kadence-column3453_fccdbb-9c > .kt-inside-inner-col,.kadence-column3453_fccdbb-9c > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column3453_fccdbb-9c > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column3453_fccdbb-9c > .kt-inside-inner-col{flex-direction:column;}.kadence-column3453_fccdbb-9c > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column3453_fccdbb-9c > .kt-inside-inner-col{background-image:url('https:\/\/wordpress-486734-1630132.cloudwaysapps.com\/wp-content\/uploads\/2020\/11\/dots-2.png');background-size:auto;background-position:75% 100%;background-attachment:scroll;background-repeat:no-repeat;}.kadence-column3453_fccdbb-9c > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column3453_fccdbb-9c{position:relative;}.kadence-column3453_fccdbb-9c, .kt-inside-inner-col > .kadence-column3453_fccdbb-9c:not(.specificity){margin-top:125px;margin-bottom:25px;}@media all and (max-width: 1024px){.kadence-column3453_fccdbb-9c > .kt-inside-inner-col{padding-right:30px;padding-left:30px;flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column3453_fccdbb-9c > .kt-inside-inner-col{padding-right:30px;padding-left:30px;flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column3453_fccdbb-9c inner-column-1\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading3453_9ccfc5-95, .wp-block-kadence-advancedheading.kt-adv-heading3453_9ccfc5-95[data-kb-block=\"kb-adv-heading3453_9ccfc5-95\"]{margin-top:20px;text-align:center;font-size:50px;line-height:50px;font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading3453_9ccfc5-95 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading3453_9ccfc5-95[data-kb-block=\"kb-adv-heading3453_9ccfc5-95\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading3453_9ccfc5-95 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading3453_9ccfc5-95[data-kb-block=\"kb-adv-heading3453_9ccfc5-95\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<h1 class=\"kt-adv-heading3453_9ccfc5-95 wp-block-kadence-advancedheading has-theme-palette-9-color has-text-color\" data-kb-block=\"kb-adv-heading3453_9ccfc5-95\"><strong>Understanding Gen AI<\/strong><\/h1>\n<\/div><\/div>\n\n<\/div><\/div>\n\n\n<div style=\"height:48px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<style>.kb-row-layout-id3453_6ee814-68 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id3453_6ee814-68 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id3453_6ee814-68 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);max-width:1240px;margin-left:auto;margin-right:auto;padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id3453_6ee814-68 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id3453_6ee814-68 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-id3453_6ee814-68 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id3453_6ee814-68 alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-1-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column3453_0ff943-d6 > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);}.kadence-column3453_0ff943-d6 > .kt-inside-inner-col{border-top:2px double var(--global-palette3, #1A202C);border-right:2px double var(--global-palette3, #1A202C);border-bottom:2px double var(--global-palette3, #1A202C);border-left:2px double var(--global-palette3, #1A202C);}.kadence-column3453_0ff943-d6 > .kt-inside-inner-col,.kadence-column3453_0ff943-d6 > .kt-inside-inner-col:before{border-top-left-radius:32px;border-top-right-radius:32px;border-bottom-right-radius:32px;border-bottom-left-radius:32px;}.kadence-column3453_0ff943-d6 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column3453_0ff943-d6 > .kt-inside-inner-col{flex-direction:column;}.kadence-column3453_0ff943-d6 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column3453_0ff943-d6 > .kt-inside-inner-col{background-color:rgba(125, 134, 151, 0.5);}.kadence-column3453_0ff943-d6 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column3453_0ff943-d6{position:relative;}@media all and (max-width: 1024px){.kadence-column3453_0ff943-d6 > .kt-inside-inner-col{border-top:2px double var(--global-palette3, #1A202C);border-right:2px double var(--global-palette3, #1A202C);border-bottom:2px double var(--global-palette3, #1A202C);border-left:2px double var(--global-palette3, #1A202C);flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column3453_0ff943-d6 > .kt-inside-inner-col{border-top:2px double var(--global-palette3, #1A202C);border-right:2px double var(--global-palette3, #1A202C);border-bottom:2px double var(--global-palette3, #1A202C);border-left:2px double var(--global-palette3, #1A202C);flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column3453_0ff943-d6\"><div class=\"kt-inside-inner-col\">\n<p class=\"has-text-align-center\">Generative AI is a technology that seems to create new information in a natural language format.&nbsp; <br>It appears poised to change the way many people work, study and live. &nbsp;<\/p>\n<\/div><\/div>\n\n<\/div><\/div>\n\n<style>.kb-row-layout-id3453_acd6fd-04 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id3453_acd6fd-04 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id3453_acd6fd-04 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);max-width:1240px;margin-left:auto;margin-right:auto;padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id3453_acd6fd-04 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id3453_acd6fd-04 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-id3453_acd6fd-04 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id3453_acd6fd-04 alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-1-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column3453_c493da-83 > .kt-inside-inner-col,.kadence-column3453_c493da-83 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column3453_c493da-83 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column3453_c493da-83 > .kt-inside-inner-col{flex-direction:column;}.kadence-column3453_c493da-83 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column3453_c493da-83 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column3453_c493da-83{position:relative;}@media all and (max-width: 1024px){.kadence-column3453_c493da-83 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column3453_c493da-83 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column3453_c493da-83\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading3453_180ca5-14, .wp-block-kadence-advancedheading.kt-adv-heading3453_180ca5-14[data-kb-block=\"kb-adv-heading3453_180ca5-14\"]{font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading3453_180ca5-14 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading3453_180ca5-14[data-kb-block=\"kb-adv-heading3453_180ca5-14\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading3453_180ca5-14 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading3453_180ca5-14[data-kb-block=\"kb-adv-heading3453_180ca5-14\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<h3 class=\"kt-adv-heading3453_180ca5-14 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading3453_180ca5-14\"><strong>How Gen AI Works<\/strong><\/h3>\n\n\n\n<p>Generative AI is a small subset of other technology categories that become incrementally more specialized. Some of these are:<\/p>\n\n\n<style>.kb-row-layout-id3453_99f493-d0 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id3453_99f493-d0 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id3453_99f493-d0 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);grid-template-columns:minmax(0, calc(35% - ((var(--global-kb-gap-md, 2rem) * 1 )\/2)))minmax(0, calc(65% - ((var(--global-kb-gap-md, 2rem) * 1 )\/2)));}.kb-row-layout-id3453_99f493-d0 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id3453_99f493-d0 > .kt-row-column-wrap{grid-template-columns:repeat(2, minmax(0, 1fr));}}@media all and (max-width: 767px){.kb-row-layout-id3453_99f493-d0 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id3453_99f493-d0 alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-2-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column3453_5ff80e-5b > .kt-inside-inner-col,.kadence-column3453_5ff80e-5b > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column3453_5ff80e-5b > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column3453_5ff80e-5b > .kt-inside-inner-col{flex-direction:column;}.kadence-column3453_5ff80e-5b > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column3453_5ff80e-5b > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column3453_5ff80e-5b{position:relative;}@media all and (max-width: 1024px){.kadence-column3453_5ff80e-5b > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column3453_5ff80e-5b > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column3453_5ff80e-5b\"><div class=\"kt-inside-inner-col\">\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"733\" height=\"733\" src=\"https:\/\/dev.wordpress.kpu.ca\/generativeaitlkpu\/files\/2025\/03\/Picture1-1.png\" alt=\"\" class=\"wp-image-3444\" style=\"width:362px;height:auto\" srcset=\"https:\/\/dev.wordpress.kpu.ca\/generativeaitlkpu\/files\/2025\/03\/Picture1-1.png 733w, https:\/\/dev.wordpress.kpu.ca\/generativeaitlkpu\/files\/2025\/03\/Picture1-1-300x300.png 300w, https:\/\/dev.wordpress.kpu.ca\/generativeaitlkpu\/files\/2025\/03\/Picture1-1-150x150.png 150w\" sizes=\"auto, (max-width: 733px) 100vw, 733px\" \/><\/figure>\n<\/div><\/div>\n\n\n<style>.kadence-column3453_4a5737-0b > .kt-inside-inner-col,.kadence-column3453_4a5737-0b > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column3453_4a5737-0b > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column3453_4a5737-0b > .kt-inside-inner-col{flex-direction:column;}.kadence-column3453_4a5737-0b > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column3453_4a5737-0b > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column3453_4a5737-0b{position:relative;}@media all and (max-width: 1024px){.kadence-column3453_4a5737-0b > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column3453_4a5737-0b > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column3453_4a5737-0b\"><div class=\"kt-inside-inner-col\"><style>.kt-accordion-id3453_8ffe49-e2 .kt-accordion-inner-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:10px;}.kt-accordion-id3453_8ffe49-e2 .kt-accordion-panel-inner{border-top:0px solid transparent;border-right:0px solid transparent;border-bottom:0px solid transparent;border-left:0px solid transparent;background:#ffffff;padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-right:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);padding-left:var(--global-kb-spacing-sm, 1.5rem);}.kt-accordion-id3453_8ffe49-e2 > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap > .kt-blocks-accordion-header{border-top:0px solid #f2f2f2;border-right:0px solid #f2f2f2;border-bottom:0px solid #f2f2f2;border-left:0px solid #f2f2f2;border-top-left-radius:6px;border-top-right-radius:6px;border-bottom-right-radius:6px;border-bottom-left-radius:6px;background:#f2f2f2;color:#555555;padding-top:14px;padding-right:16px;padding-bottom:14px;padding-left:16px;}.kt-accordion-id3453_8ffe49-e2:not( .kt-accodion-icon-style-basiccircle ):not( .kt-accodion-icon-style-xclosecircle ):not( .kt-accodion-icon-style-arrowcircle )  > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap .kt-blocks-accordion-icon-trigger:after, .kt-accordion-id3453_8ffe49-e2:not( .kt-accodion-icon-style-basiccircle ):not( .kt-accodion-icon-style-xclosecircle ):not( .kt-accodion-icon-style-arrowcircle )  > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap .kt-blocks-accordion-icon-trigger:before{background:#555555;}.kt-accordion-id3453_8ffe49-e2:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-blocks-accordion-icon-trigger{background:#555555;}.kt-accordion-id3453_8ffe49-e2:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-blocks-accordion-icon-trigger:after, .kt-accordion-id3453_8ffe49-e2:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-blocks-accordion-icon-trigger:before{background:#f2f2f2;}.kt-accordion-id3453_8ffe49-e2 > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap > .kt-blocks-accordion-header:hover, \n\t\t\t\tbody:not(.hide-focus-outline) .kt-accordion-id3453_8ffe49-e2 .kt-blocks-accordion-header:focus-visible{color:#444444;background:#eeeeee;border-top-color:#eeeeee;border-top-style:solid;border-right-color:#eeeeee;border-right-style:solid;border-bottom-color:#eeeeee;border-bottom-style:solid;border-left-color:#eeeeee;border-left-style:solid;}.kt-accordion-id3453_8ffe49-e2:not( .kt-accodion-icon-style-basiccircle ):not( .kt-accodion-icon-style-xclosecircle ):not( .kt-accodion-icon-style-arrowcircle ) .kt-accordion-header-wrap .kt-blocks-accordion-header:hover .kt-blocks-accordion-icon-trigger:after, .kt-accordion-id3453_8ffe49-e2:not( .kt-accodion-icon-style-basiccircle ):not( .kt-accodion-icon-style-xclosecircle ):not( .kt-accodion-icon-style-arrowcircle ) .kt-accordion-header-wrap .kt-blocks-accordion-header:hover .kt-blocks-accordion-icon-trigger:before, body:not(.hide-focus-outline) .kt-accordion-id3453_8ffe49-e2:not( .kt-accodion-icon-style-basiccircle ):not( .kt-accodion-icon-style-xclosecircle ):not( .kt-accodion-icon-style-arrowcircle ) .kt-blocks-accordion--visible .kt-blocks-accordion-icon-trigger:after, body:not(.hide-focus-outline) .kt-accordion-id3453_8ffe49-e2:not( .kt-accodion-icon-style-basiccircle ):not( .kt-accodion-icon-style-xclosecircle ):not( .kt-accodion-icon-style-arrowcircle ) .kt-blocks-accordion-header:focus-visible .kt-blocks-accordion-icon-trigger:before{background:#444444;}.kt-accordion-id3453_8ffe49-e2:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-accordion-header-wrap .kt-blocks-accordion-header:hover .kt-blocks-accordion-icon-trigger, body:not(.hide-focus-outline) .kt-accordion-id3453_8ffe49-e2:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-accordion-header-wrap .kt-blocks-accordion-header:focus-visible .kt-blocks-accordion-icon-trigger{background:#444444;}.kt-accordion-id3453_8ffe49-e2:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-accordion-header-wrap .kt-blocks-accordion-header:hover .kt-blocks-accordion-icon-trigger:after, .kt-accordion-id3453_8ffe49-e2:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-accordion-header-wrap .kt-blocks-accordion-header:hover .kt-blocks-accordion-icon-trigger:before, body:not(.hide-focus-outline) .kt-accordion-id3453_8ffe49-e2:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-accordion-header-wrap .kt-blocks-accordion-header:focus-visible .kt-blocks-accordion-icon-trigger:after, body:not(.hide-focus-outline) .kt-accordion-id3453_8ffe49-e2:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-accordion-header-wrap .kt-blocks-accordion-header:focus-visible .kt-blocks-accordion-icon-trigger:before{background:#eeeeee;}.kt-accordion-id3453_8ffe49-e2 .kt-accordion-header-wrap .kt-blocks-accordion-header:focus-visible,\n\t\t\t\t.kt-accordion-id3453_8ffe49-e2 > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap > .kt-blocks-accordion-header.kt-accordion-panel-active{color:#ffffff;background:var(--global-palette2, #2B6CB0);border-top-color:#BE530B;border-top-style:solid;border-right-color:#BE530B;border-right-style:solid;border-bottom-color:#BE530B;border-bottom-style:solid;border-left-color:#BE530B;border-left-style:solid;}.kt-accordion-id3453_8ffe49-e2:not( .kt-accodion-icon-style-basiccircle ):not( .kt-accodion-icon-style-xclosecircle ):not( .kt-accodion-icon-style-arrowcircle )  > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap > .kt-blocks-accordion-header.kt-accordion-panel-active .kt-blocks-accordion-icon-trigger:after, .kt-accordion-id3453_8ffe49-e2:not( .kt-accodion-icon-style-basiccircle ):not( .kt-accodion-icon-style-xclosecircle ):not( .kt-accodion-icon-style-arrowcircle )  > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap > .kt-blocks-accordion-header.kt-accordion-panel-active .kt-blocks-accordion-icon-trigger:before{background:#ffffff;}.kt-accordion-id3453_8ffe49-e2:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-blocks-accordion-header.kt-accordion-panel-active .kt-blocks-accordion-icon-trigger{background:#ffffff;}.kt-accordion-id3453_8ffe49-e2:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-blocks-accordion-header.kt-accordion-panel-active .kt-blocks-accordion-icon-trigger:after, .kt-accordion-id3453_8ffe49-e2:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-blocks-accordion-header.kt-accordion-panel-active .kt-blocks-accordion-icon-trigger:before{background:var(--global-palette2, #2B6CB0);}@media all and (max-width: 1024px){.kt-accordion-id3453_8ffe49-e2 .kt-accordion-panel-inner{border-top:0px solid transparent;border-right:0px solid transparent;border-bottom:0px solid transparent;border-left:0px solid transparent;}}@media all and (max-width: 1024px){.kt-accordion-id3453_8ffe49-e2 > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap > .kt-blocks-accordion-header{border-top:0px solid #f2f2f2;border-right:0px solid #f2f2f2;border-bottom:0px solid #f2f2f2;border-left:0px solid #f2f2f2;}}@media all and (max-width: 1024px){.kt-accordion-id3453_8ffe49-e2 > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap > .kt-blocks-accordion-header:hover, \n\t\t\t\tbody:not(.hide-focus-outline) .kt-accordion-id3453_8ffe49-e2 .kt-blocks-accordion-header:focus-visible{border-top-color:#eeeeee;border-top-style:solid;border-right-color:#eeeeee;border-right-style:solid;border-bottom-color:#eeeeee;border-bottom-style:solid;border-left-color:#eeeeee;border-left-style:solid;}}@media all and (max-width: 1024px){.kt-accordion-id3453_8ffe49-e2 .kt-accordion-header-wrap .kt-blocks-accordion-header:focus-visible,\n\t\t\t\t.kt-accordion-id3453_8ffe49-e2 > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap > .kt-blocks-accordion-header.kt-accordion-panel-active{border-top-color:#BE530B;border-top-style:solid;border-right-color:#BE530B;border-right-style:solid;border-bottom-color:#BE530B;border-bottom-style:solid;border-left-color:#BE530B;border-left-style:solid;}}@media all and (max-width: 767px){.kt-accordion-id3453_8ffe49-e2 .kt-accordion-inner-wrap{display:block;}.kt-accordion-id3453_8ffe49-e2 .kt-accordion-inner-wrap .kt-accordion-pane:not(:first-child){margin-top:10px;}.kt-accordion-id3453_8ffe49-e2 .kt-accordion-panel-inner{border-top:0px solid transparent;border-right:0px solid transparent;border-bottom:0px solid transparent;border-left:0px solid transparent;}.kt-accordion-id3453_8ffe49-e2 > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap > .kt-blocks-accordion-header{border-top:0px solid #f2f2f2;border-right:0px solid #f2f2f2;border-bottom:0px solid #f2f2f2;border-left:0px solid #f2f2f2;}.kt-accordion-id3453_8ffe49-e2 > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap > .kt-blocks-accordion-header:hover, \n\t\t\t\tbody:not(.hide-focus-outline) .kt-accordion-id3453_8ffe49-e2 .kt-blocks-accordion-header:focus-visible{border-top-color:#eeeeee;border-top-style:solid;border-right-color:#eeeeee;border-right-style:solid;border-bottom-color:#eeeeee;border-bottom-style:solid;border-left-color:#eeeeee;border-left-style:solid;}.kt-accordion-id3453_8ffe49-e2 .kt-accordion-header-wrap .kt-blocks-accordion-header:focus-visible,\n\t\t\t\t.kt-accordion-id3453_8ffe49-e2 > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap > .kt-blocks-accordion-header.kt-accordion-panel-active{border-top-color:#BE530B;border-top-style:solid;border-right-color:#BE530B;border-right-style:solid;border-bottom-color:#BE530B;border-bottom-style:solid;border-left-color:#BE530B;border-left-style:solid;}}<\/style>\n<div class=\"wp-block-kadence-accordion alignnone\"><div class=\"kt-accordion-wrap kt-accordion-id3453_8ffe49-e2 kt-accordion-has-4-panes kt-active-pane-0 kt-accordion-block kt-pane-header-alignment-left kt-accodion-icon-style-basic kt-accodion-icon-side-right\" style=\"max-width:none\"><div class=\"kt-accordion-inner-wrap\" data-allow-multiple-open=\"false\" data-start-open=\"none\">\n<div class=\"wp-block-kadence-pane kt-accordion-pane kt-accordion-pane-1 kt-pane3453_6cefe2-1b\"><div class=\"kt-accordion-header-wrap\"><button class=\"kt-blocks-accordion-header kt-acccordion-button-label-show\" type=\"button\"><span class=\"kt-blocks-accordion-title-wrap\"><span class=\"kt-blocks-accordion-title\">Artificial Intelligence <\/span><\/span><span class=\"kt-blocks-accordion-icon-trigger\"><\/span><\/button><\/div><div class=\"kt-accordion-panel kt-accordion-panel-hidden\"><div class=\"kt-accordion-panel-inner\">\n<p>Refers to any intelligent machine. By intelligent, we mean a machine that is programmed to make decisions based on input. Phone menu trees are an early example of artificial intelligence. The phone menu is programmed to say \u201cSelect \u20181\u2019 for English and \u20182\u2019 for French\u201d and present the user with different language based on the input. \u00a0<\/p>\n<\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-kadence-pane kt-accordion-pane kt-accordion-pane-2 kt-pane3453_8acb81-4d\"><div class=\"kt-accordion-header-wrap\"><button class=\"kt-blocks-accordion-header kt-acccordion-button-label-show\" type=\"button\"><span class=\"kt-blocks-accordion-title-wrap\"><span class=\"kt-blocks-accordion-title\">Learning Machines<\/span><\/span><span class=\"kt-blocks-accordion-icon-trigger\"><\/span><\/button><\/div><div class=\"kt-accordion-panel kt-accordion-panel-hidden\"><div class=\"kt-accordion-panel-inner\">\n<p>Refers to machines that are programed to review datasets and recognize patterns that exist within them. In this situation, the machine has been programmed to find patterns, but the patters it finds will be dependent on the datasets provided. &nbsp;Said another way, the machine has been deliberately programmed to look for patterns and present the findings, however, the findings that are presented are unrelated to the formal programming.<\/p>\n<\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-kadence-pane kt-accordion-pane kt-accordion-pane-3 kt-pane3453_ae83fc-e5\"><div class=\"kt-accordion-header-wrap\"><button class=\"kt-blocks-accordion-header kt-acccordion-button-label-show\" type=\"button\"><span class=\"kt-blocks-accordion-title-wrap\"><span class=\"kt-blocks-accordion-title\">Deep Learning<\/span><\/span><span class=\"kt-blocks-accordion-icon-trigger\"><\/span><\/button><\/div><div class=\"kt-accordion-panel kt-accordion-panel-hidden\"><div class=\"kt-accordion-panel-inner\">\n<p>Refers to learning machines working with and finding patterns that exist within significantly large datasets. &nbsp;For example, learning machines way work on data relating to all the classes completed at an institution over the course of a year, while deep learning may work with all the information added to the internet over a 12-month period. &nbsp;The patterns generated are so complex that they are often referred to as neural networks.<\/p>\n<\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-kadence-pane kt-accordion-pane kt-accordion-pane-4 kt-pane3453_bdc52d-a8\"><div class=\"kt-accordion-header-wrap\"><button class=\"kt-blocks-accordion-header kt-acccordion-button-label-show\" type=\"button\"><span class=\"kt-blocks-accordion-title-wrap\"><span class=\"kt-blocks-accordion-title\">Large Language Model (LLM)<\/span><\/span><span class=\"kt-blocks-accordion-icon-trigger\"><\/span><\/button><\/div><div class=\"kt-accordion-panel kt-accordion-panel-hidden\"><div class=\"kt-accordion-panel-inner\">\n<p>Refers to a neural network that has been developed to work with natural text.<\/p>\n<\/div><\/div><\/div>\n<\/div><\/div><\/div>\n<\/div><\/div>\n\n<\/div><\/div>\n\n\n<p>Through scraping much of the information that exists on the internet, some companies have created LLMs, which act as a warehouse of natural text information that powers Generative AI.<\/p>\n<\/div><\/div>\n\n<\/div><\/div>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" style=\"margin-top:var(--wp--preset--spacing--60);margin-bottom:var(--wp--preset--spacing--60)\"\/>\n\n\n<style>.kb-row-layout-id3453_fe69d0-40 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id3453_fe69d0-40 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id3453_fe69d0-40 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);max-width:1240px;margin-left:auto;margin-right:auto;padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id3453_fe69d0-40 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id3453_fe69d0-40 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-id3453_fe69d0-40 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id3453_fe69d0-40 alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-1-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column3453_102617-fc > .kt-inside-inner-col,.kadence-column3453_102617-fc > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column3453_102617-fc > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column3453_102617-fc > .kt-inside-inner-col{flex-direction:column;}.kadence-column3453_102617-fc > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column3453_102617-fc > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column3453_102617-fc{position:relative;}@media all and (max-width: 1024px){.kadence-column3453_102617-fc > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column3453_102617-fc > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column3453_102617-fc\"><div class=\"kt-inside-inner-col\">\n<p>These programs reduce the source information into data points called tokens. Tokens are approximately 4 characters of a word or one punctuation mark.&nbsp; These programs have assessed each token of data against each other token of data.&nbsp; The result is a very accurate statistical analysis of the likelihood that one token of data will occur following a preceding token of data.&nbsp; It is important to note, that the GenAI does not \u201cunderstand\u201d the prompt given or the response generated. It is merely looking for a recognized token of data, statistically analyzing for the next most likely token and then providing it in its generated response to the user\u2019s prompt.<\/p>\n\n\n\n<div class=\"wp-block-media-text is-stacked-on-mobile has-background\" style=\"background-color:#bcd29d;grid-template-columns:23% auto\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"363\" height=\"363\" src=\"https:\/\/dev.wordpress.kpu.ca\/generativeaitlkpu\/files\/2025\/03\/Picture1.jpg\" alt=\"\" class=\"wp-image-3446 size-full\" srcset=\"https:\/\/dev.wordpress.kpu.ca\/generativeaitlkpu\/files\/2025\/03\/Picture1.jpg 363w, https:\/\/dev.wordpress.kpu.ca\/generativeaitlkpu\/files\/2025\/03\/Picture1-300x300.jpg 300w, https:\/\/dev.wordpress.kpu.ca\/generativeaitlkpu\/files\/2025\/03\/Picture1-150x150.jpg 150w\" sizes=\"auto, (max-width: 363px) 100vw, 363px\" \/><\/figure><div class=\"wp-block-media-text__content\">\n<p>These LLMs can be seen as large warehouses of billions of data points and the connections between them.&nbsp; As there is so much data in the warehouse, it can be challenging to find the information you want when you want it.<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-media-text has-media-on-the-right is-stacked-on-mobile has-background\" style=\"background-color:#bed2ef;grid-template-columns:auto 24%\"><div class=\"wp-block-media-text__content\">\n<p>To bridge this problem, the companies that have created the LLMs have also created interface tools with which to access the data in the LLM. Some of these interfaces include GPT for Open AI\u2019s LLM, Gemini for Google\u2019s LLM, and Claude for Anthropic\u2019s LLM. These can be seen as container trucks picking up a load of information at the warehouse.&nbsp; Then can carry a lot and are set up to transport anything, but they are not set up to do anything specific and it can still be challenging to find the information you are looking for.<\/p>\n<\/div><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"394\" height=\"394\" src=\"https:\/\/dev.wordpress.kpu.ca\/generativeaitlkpu\/files\/2025\/03\/Picture2.jpg\" alt=\"\" class=\"wp-image-3447 size-full\" srcset=\"https:\/\/dev.wordpress.kpu.ca\/generativeaitlkpu\/files\/2025\/03\/Picture2.jpg 394w, https:\/\/dev.wordpress.kpu.ca\/generativeaitlkpu\/files\/2025\/03\/Picture2-300x300.jpg 300w, https:\/\/dev.wordpress.kpu.ca\/generativeaitlkpu\/files\/2025\/03\/Picture2-150x150.jpg 150w\" sizes=\"auto, (max-width: 394px) 100vw, 394px\" \/><\/figure><\/div>\n\n\n\n<div class=\"wp-block-media-text is-stacked-on-mobile has-background\" style=\"background-color:#efcbdb;grid-template-columns:23% auto\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"385\" height=\"385\" src=\"https:\/\/dev.wordpress.kpu.ca\/generativeaitlkpu\/files\/2025\/03\/Picture3.jpg\" alt=\"\" class=\"wp-image-3448 size-full\" srcset=\"https:\/\/dev.wordpress.kpu.ca\/generativeaitlkpu\/files\/2025\/03\/Picture3.jpg 385w, https:\/\/dev.wordpress.kpu.ca\/generativeaitlkpu\/files\/2025\/03\/Picture3-300x300.jpg 300w, https:\/\/dev.wordpress.kpu.ca\/generativeaitlkpu\/files\/2025\/03\/Picture3-150x150.jpg 150w\" sizes=\"auto, (max-width: 385px) 100vw, 385px\" \/><\/figure><div class=\"wp-block-media-text__content\">\n<p>Some companies have narrowed the Interface tool down to focus on specific undertakings.&nbsp; These Specialized Tools can be created by the company that owns the LLM, but it often is a separate company looking to offer a product in line with their business. For Example, Copilot is Microsoft\u2019s AI specialized for enterprise. Grammarly is specialized for language support.&nbsp; These specialized tools can be seen as specialized vehicles, like a refrigerated truck.&nbsp; You can deliver anything with a refrigerated truck, but they have been specialized for and work best with perishable and frozen items.<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-media-text has-media-on-the-right is-stacked-on-mobile has-background\" style=\"background-color:#f5d5bd;grid-template-columns:auto 24%\"><div class=\"wp-block-media-text__content\">\n<p>Finaly some companies refine the AI down to the point where they are only good for a specific task.\u00a0 Task based tools such as Figma, Gamma and Twee all do the same thing (create learning activities) and nothing else.\u00a0 Think of these as a drone delivering a single package to the user. \u00a0While these are easier to use, many subscriptions are required to achieve the same scope of functionality as any of the other tool categories.<\/p>\n<\/div><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"330\" height=\"326\" src=\"https:\/\/dev.wordpress.kpu.ca\/generativeaitlkpu\/files\/2025\/03\/Picture4.jpg\" alt=\"\" class=\"wp-image-3449 size-full\" srcset=\"https:\/\/dev.wordpress.kpu.ca\/generativeaitlkpu\/files\/2025\/03\/Picture4.jpg 330w, https:\/\/dev.wordpress.kpu.ca\/generativeaitlkpu\/files\/2025\/03\/Picture4-300x296.jpg 300w\" sizes=\"auto, (max-width: 330px) 100vw, 330px\" \/><\/figure><\/div>\n\n\n\n<p class=\"has-text-align-center\">(All images created with Copilot)<\/p>\n<\/div><\/div>\n\n<\/div><\/div>\n\n<style>.kb-row-layout-id3453_1fd775-7f > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id3453_1fd775-7f > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id3453_1fd775-7f > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);max-width:1240px;margin-left:auto;margin-right:auto;padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id3453_1fd775-7f > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id3453_1fd775-7f > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-id3453_1fd775-7f > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id3453_1fd775-7f alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-1-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column3453_0c853b-ae > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-right:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);padding-left:var(--global-kb-spacing-sm, 1.5rem);}.kadence-column3453_0c853b-ae > .kt-inside-inner-col{border-top:4px double var(--global-palette2, #2B6CB0);border-right:4px double var(--global-palette2, #2B6CB0);border-bottom:4px double var(--global-palette2, #2B6CB0);border-left:4px double var(--global-palette2, #2B6CB0);}.kadence-column3453_0c853b-ae > .kt-inside-inner-col,.kadence-column3453_0c853b-ae > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column3453_0c853b-ae > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column3453_0c853b-ae > .kt-inside-inner-col{flex-direction:column;}.kadence-column3453_0c853b-ae > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column3453_0c853b-ae > .kt-inside-inner-col{background-color:var(--global-palette7, #EDF2F7);}.kadence-column3453_0c853b-ae > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column3453_0c853b-ae{position:relative;}@media all and (max-width: 1024px){.kadence-column3453_0c853b-ae > .kt-inside-inner-col{border-top:4px double var(--global-palette2, #2B6CB0);border-right:4px double var(--global-palette2, #2B6CB0);border-bottom:4px double var(--global-palette2, #2B6CB0);border-left:4px double var(--global-palette2, #2B6CB0);flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column3453_0c853b-ae > .kt-inside-inner-col{border-top:4px double var(--global-palette2, #2B6CB0);border-right:4px double var(--global-palette2, #2B6CB0);border-bottom:4px double var(--global-palette2, #2B6CB0);border-left:4px double var(--global-palette2, #2B6CB0);flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column3453_0c853b-ae\"><div class=\"kt-inside-inner-col\">\n<p>It is important to understand all the different aspects that are included in the category of GenAI and understand the strengths and limitations of each category.&nbsp; While it seems attractive to purchase a series of tools that make all sort of promises regarding their ability, this need to be considered in a broader context. Arguably all the tools at the Interface Tool level can do everything the more specialized tools can do; however, this need to be weighed with the prompt engineering required to have it behave as needed reliably. Conversely, a specialized tool could provide all the productivity with a fraction of the prompting. Finally, a task may be so specialized that a task tool AI subscription makes sense, and it is important to understand that they are unique, not easily replicated and perform a required function.<\/p>\n<\/div><\/div>\n\n<\/div><\/div>\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Understanding Gen AI Generative AI is a technology that seems to create new information in a natural language format.&nbsp; It appears poised to change the way many people work, study and live. &nbsp; How Gen AI Works Generative AI is a small subset of other technology categories that become incrementally more specialized. Some of these&#8230;<\/p>\n","protected":false},"author":902,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_kadence_starter_templates_imported_post":false,"_kad_post_transparent":"disable","_kad_post_title":"hide","_kad_post_layout":"fullwidth","_kad_post_sidebar_id":"","_kad_post_content_style":"unboxed","_kad_post_vertical_padding":"","_kad_post_feature":"","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"_kad_post_classname":"","iawp_total_views":91,"footnotes":""},"class_list":["post-3453","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/dev.wordpress.kpu.ca\/generativeaitlkpu\/wp-json\/wp\/v2\/pages\/3453","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/dev.wordpress.kpu.ca\/generativeaitlkpu\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/dev.wordpress.kpu.ca\/generativeaitlkpu\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/dev.wordpress.kpu.ca\/generativeaitlkpu\/wp-json\/wp\/v2\/users\/902"}],"replies":[{"embeddable":true,"href":"https:\/\/dev.wordpress.kpu.ca\/generativeaitlkpu\/wp-json\/wp\/v2\/comments?post=3453"}],"version-history":[{"count":9,"href":"https:\/\/dev.wordpress.kpu.ca\/generativeaitlkpu\/wp-json\/wp\/v2\/pages\/3453\/revisions"}],"predecessor-version":[{"id":3575,"href":"https:\/\/dev.wordpress.kpu.ca\/generativeaitlkpu\/wp-json\/wp\/v2\/pages\/3453\/revisions\/3575"}],"wp:attachment":[{"href":"https:\/\/dev.wordpress.kpu.ca\/generativeaitlkpu\/wp-json\/wp\/v2\/media?parent=3453"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}