{"id":158090,"date":"2023-02-15T12:24:37","date_gmt":"2023-02-15T18:24:37","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2023\/02\/generative-ai-unlocking-floodgates-to-solve-data-scarcity"},"modified":"2023-02-15T12:24:37","modified_gmt":"2023-02-15T18:24:37","slug":"generative-ai-unlocking-floodgates-to-solve-data-scarcity","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2023\/02\/generative-ai-unlocking-floodgates-to-solve-data-scarcity","title":{"rendered":"Generative AI Unlocking Floodgates to Solve Data Scarcity"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/generative-ai-unlocking-floodgates-to-solve-data-scarcity2.jpg\"><\/a><\/p>\n<p>The concept of synthetic data is almost too good to be true \u2013 it can mimic the distinctive properties of a dataset while dodging a number of issues that afflict data. There are zero data privacy concerns around synthetic data since it is artificially generated and isn\u2019t related to real-world persons. It can be manufactured on demand and in the volumes required. In other words, synthetic data is a boon in a world eternally thirsty for data.<\/p>\n<p>And the hectic space of generative AI is offering a helping hand in the easy generation of synthetic data.<\/p>\n<p>The concept of synthetic data has been around for decades until the autonomous vehicle (AV) industry started using it commercially in the mid-2010s. But for how important an issue it resolves, creating synthetic data brings a myriad of complications along with it.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>The concept of synthetic data is almost too good to be true \u2013 it can mimic the distinctive properties of a dataset while dodging a number of issues that afflict data. There are zero data privacy concerns around synthetic data since it is artificially generated and isn\u2019t related to real-world persons. It can be manufactured [\u2026]<\/p>\n","protected":false},"author":599,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1412,6,1491],"tags":[],"class_list":["post-158090","post","type-post","status-publish","format-standard","hentry","category-privacy","category-robotics-ai","category-transportation"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/158090","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\/599"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=158090"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/158090\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=158090"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=158090"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=158090"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}