{"id":184599,"date":"2024-03-09T01:59:56","date_gmt":"2024-03-09T07:59:56","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2024\/03\/using-generative-ai-to-improve-software-testing"},"modified":"2024-03-09T01:59:56","modified_gmt":"2024-03-09T07:59:56","slug":"using-generative-ai-to-improve-software-testing","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2024\/03\/using-generative-ai-to-improve-software-testing","title":{"rendered":"Using generative AI to improve software testing"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/using-generative-ai-to-improve-software-testing2.jpg\"><\/a><\/p>\n<p>Generative AI is getting plenty of attention for its ability to create text and images. But those media represent only a fraction of the data that proliferate in our society today. Data are generated every time a patient goes through a medical system, a storm impacts a flight, or a person interacts with a software application.<\/p>\n<p>Using generative AI to create realistic <a href=\"https:\/\/techxplore.com\/tags\/synthetic+data\/\" rel=\"tag\" class=\"\">synthetic data<\/a> around those scenarios can help organizations more effectively treat patients, reroute planes, or improve software platforms\u2014especially in scenarios where real-world data are limited or sensitive.<\/p>\n<p>For the last three years, the MIT spinout DataCebo has offered a generative software system called the Synthetic Data Vault to help organizations create synthetic data to do things like test software applications and train machine learning models.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Generative AI is getting plenty of attention for its ability to create text and images. But those media represent only a fraction of the data that proliferate in our society today. Data are generated every time a patient goes through a medical system, a storm impacts a flight, or a person interacts with a software [\u2026]<\/p>\n","protected":false},"author":427,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11,6],"tags":[],"class_list":["post-184599","post","type-post","status-publish","format-standard","hentry","category-biotech-medical","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/184599","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\/427"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=184599"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/184599\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=184599"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=184599"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=184599"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}