{"id":132880,"date":"2021-12-22T12:24:31","date_gmt":"2021-12-22T20:24:31","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2021\/12\/taking-the-world"},"modified":"2021-12-22T12:24:31","modified_gmt":"2021-12-22T20:24:31","slug":"taking-the-world","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2021\/12\/taking-the-world","title":{"rendered":"Taking the world"},"content":{"rendered":"<p><\/p>\n<p><iframe style=\"display: block; margin: 0 auto; width: 100%; aspect-ratio: 4\/3; object-fit: contain;\" src=\"https:\/\/www.youtube.com\/embed\/06-AZXmwHjo?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; encrypted-media; gyroscope;\n   picture-in-picture\" allowfullscreen><\/iframe><\/p>\n<p>Would you trust AI that has been trained on synthetic data, as opposed to real-world data? You may not know it, but you probably already do \u2014 and that\u2019s fine, according to the findings of a <a href=\"https:\/\/learn.datagen.tech\/synthetic-data-survey-report\">newly released survey<\/a>.<\/p>\n<p>The scarcity of high-quality, domain-specific datasets for testing and training AI applications has left teams scrambling for alternatives. Most in-house approaches require teams to collect, compile, and annotate their own DIY data \u2014 further compounding the potential for biases, inadequate edge-case performance (i.e. poor generalization), and privacy violations.<\/p>\n<p>However, a saving grace appears to already be at hand: advances in <a href=\"https:\/\/venturebeat.com\/2021\/03\/20\/how-synthetic-data-could-save-ai\/\">synthetic data<\/a>. This computer-generated, realistic data intrinsically offers solutions to practically every item on the list of mission-critical problems teams currently face.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Would you trust AI that has been trained on synthetic data, as opposed to real-world data? You may not know it, but you probably already do \u2014 and that\u2019s fine, according to the findings of a newly released survey. The scarcity of high-quality, domain-specific datasets for testing and training AI applications has left teams scrambling [\u2026]<\/p>\n","protected":false},"author":396,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6],"tags":[],"class_list":["post-132880","post","type-post","status-publish","format-standard","hentry","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/132880","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/users\/396"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=132880"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/132880\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=132880"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=132880"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=132880"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}