{"id":17016,"date":"2022-11-15T17:56:05","date_gmt":"2022-11-15T22:56:05","guid":{"rendered":"https:\/\/d3.harvard.edu\/platform-digit\/?post_type=hck-submission&#038;p=17016"},"modified":"2022-11-15T17:56:05","modified_gmt":"2022-11-15T22:56:05","slug":"decco-vs-deco-how-one-typo-changes-the-image","status":"publish","type":"hck-submission","link":"https:\/\/d3.harvard.edu\/platform-digit\/submission\/decco-vs-deco-how-one-typo-changes-the-image\/","title":{"rendered":"Decco vs. Deco &#8212; How One Typo Changes the Image"},"content":{"rendered":"\n\n\n<p>I played around with a few images to see how the AI worked, and I think what struck me the most is how just a slight change (i.e., a misspelled word) drastically alters the image panel put together by the algorithm. In one scenario, I typed in &#8220;Art Decco&#8221; (the incorrect spelling), and was presented with this image:<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2022\/11\/craiyon_174948_Art_Decco.png\"><img loading=\"lazy\" decoding=\"async\" width=\"831\" height=\"1024\" src=\"https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2022\/11\/craiyon_174948_Art_Decco-831x1024.png\" alt=\"\" class=\"wp-image-17017\" srcset=\"https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2022\/11\/craiyon_174948_Art_Decco-831x1024.png 831w, https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2022\/11\/craiyon_174948_Art_Decco-244x300.png 244w, https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2022\/11\/craiyon_174948_Art_Decco-768x946.png 768w, https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2022\/11\/craiyon_174948_Art_Decco-1247x1536.png 1247w, https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2022\/11\/craiyon_174948_Art_Decco-487x600.png 487w, https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2022\/11\/craiyon_174948_Art_Decco.png 1536w\" sizes=\"auto, (max-width: 831px) 100vw, 831px\" \/><\/a><\/figure>\n\n\n\n<p>In another, I used the correct spelling (Art Deco) and was presented with the following:<\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2022\/11\/craiyon_175324_Art_Deco.png\"><img loading=\"lazy\" decoding=\"async\" width=\"831\" height=\"1024\" src=\"https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2022\/11\/craiyon_175324_Art_Deco-831x1024.png\" alt=\"\" class=\"wp-image-17018\" srcset=\"https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2022\/11\/craiyon_175324_Art_Deco-831x1024.png 831w, https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2022\/11\/craiyon_175324_Art_Deco-244x300.png 244w, https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2022\/11\/craiyon_175324_Art_Deco-768x946.png 768w, https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2022\/11\/craiyon_175324_Art_Deco-1247x1536.png 1247w, https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2022\/11\/craiyon_175324_Art_Deco-487x600.png 487w, https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2022\/11\/craiyon_175324_Art_Deco.png 1536w\" sizes=\"auto, (max-width: 831px) 100vw, 831px\" \/><\/a><\/figure>\n\n\n\n<p>I assumed the AI would be able to &#8220;guess&#8221; what I wanted in the first image, but I was surprised by how off it was from what I was expecting. It might have been thrown off because Decco doesn&#8217;t mean anything, and so the algorithm was confused.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>How A Typo Changes the Image<\/p>\n","protected":false},"author":19341,"featured_media":17018,"comment_status":"open","ping_status":"closed","template":"","categories":[],"class_list":["post-17016","hck-submission","type-hck-submission","status-publish","has-post-thumbnail","hentry"],"connected_submission_link":"https:\/\/d3.harvard.edu\/platform-digit\/assignment\/experiment-with-craiyon\/","yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Decco vs. Deco - How One Typo Changes the Image - Digital Innovation and Transformation<\/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:\/\/d3.harvard.edu\/platform-digit\/submission\/decco-vs-deco-how-one-typo-changes-the-image\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Decco vs. Deco - How One Typo Changes the Image - Digital Innovation and Transformation\" \/>\n<meta property=\"og:description\" content=\"How A Typo Changes the Image\" \/>\n<meta property=\"og:url\" content=\"https:\/\/d3.harvard.edu\/platform-digit\/submission\/decco-vs-deco-how-one-typo-changes-the-image\/\" \/>\n<meta property=\"og:site_name\" content=\"Digital Innovation and Transformation\" \/>\n<meta property=\"og:image\" content=\"https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2022\/11\/craiyon_175324_Art_Deco-831x1024.png\" \/>\n\t<meta property=\"og:image:width\" content=\"831\" \/>\n\t<meta property=\"og:image:height\" content=\"1024\" \/>\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=\"Est. 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:\\\/\\\/d3.harvard.edu\\\/platform-digit\\\/submission\\\/decco-vs-deco-how-one-typo-changes-the-image\\\/\",\"url\":\"https:\\\/\\\/d3.harvard.edu\\\/platform-digit\\\/submission\\\/decco-vs-deco-how-one-typo-changes-the-image\\\/\",\"name\":\"Decco vs. Deco - How One Typo Changes the Image - Digital Innovation and Transformation\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/d3.harvard.edu\\\/platform-digit\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/d3.harvard.edu\\\/platform-digit\\\/submission\\\/decco-vs-deco-how-one-typo-changes-the-image\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/d3.harvard.edu\\\/platform-digit\\\/submission\\\/decco-vs-deco-how-one-typo-changes-the-image\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/d3.harvard.edu\\\/platform-digit\\\/wp-content\\\/uploads\\\/sites\\\/2\\\/2022\\\/11\\\/craiyon_175324_Art_Deco.png\",\"datePublished\":\"2022-11-15T22:56:05+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/d3.harvard.edu\\\/platform-digit\\\/submission\\\/decco-vs-deco-how-one-typo-changes-the-image\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/d3.harvard.edu\\\/platform-digit\\\/submission\\\/decco-vs-deco-how-one-typo-changes-the-image\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/d3.harvard.edu\\\/platform-digit\\\/submission\\\/decco-vs-deco-how-one-typo-changes-the-image\\\/#primaryimage\",\"url\":\"https:\\\/\\\/d3.harvard.edu\\\/platform-digit\\\/wp-content\\\/uploads\\\/sites\\\/2\\\/2022\\\/11\\\/craiyon_175324_Art_Deco.png\",\"contentUrl\":\"https:\\\/\\\/d3.harvard.edu\\\/platform-digit\\\/wp-content\\\/uploads\\\/sites\\\/2\\\/2022\\\/11\\\/craiyon_175324_Art_Deco.png\",\"width\":1536,\"height\":1892},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/d3.harvard.edu\\\/platform-digit\\\/submission\\\/decco-vs-deco-how-one-typo-changes-the-image\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/d3.harvard.edu\\\/platform-digit\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Submissions\",\"item\":\"https:\\\/\\\/d3.harvard.edu\\\/platform-digit\\\/submission\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Decco vs. Deco &#8212; 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