{"id":46379,"date":"2023-02-28T00:06:42","date_gmt":"2023-02-28T00:06:42","guid":{"rendered":"https:\/\/mailinvest.blog\/index.php\/2023\/02\/28\/microsoft-suggests-using-gpt-3-to-generate-fake-data-the-register\/"},"modified":"2023-02-28T00:07:42","modified_gmt":"2023-02-28T00:07:42","slug":"microsoft-suggests-using-gpt-3-to-generate-fake-data-the-register","status":"publish","type":"post","link":"https:\/\/mailinvest.blog\/index.php\/2023\/02\/28\/microsoft-suggests-using-gpt-3-to-generate-fake-data-the-register\/","title":{"rendered":"Microsoft suggests using GPT-3 to generate fake data \u2022 The Register"},"content":{"rendered":"<p> <a href=\"https:\/\/go.fiverr.com\/visit\/?bta=1052423&nci=17043\" Target=\"_Top\"><img loading=\"lazy\" decoding=\"async\" border=\"0\" src=\"https:\/\/mailinvest.blog\/wp-content\/themes\/breek\/assets\/images\/transparent.gif\" data-lazy=\"true\" data-src=\"https:\/\/fiverr.ck-cdn.com\/tn\/serve\/?cid=40081059\"  width=\"601\" height=\"201\"><\/a>\n<\/p>\n<div id=\"body\">\n<p>Microsoft is aggressively pushing OpenAI&#8217;s synthetic intelligence expertise into seemingly each nook and cranny of its universe.<\/p>\n<p>Due to the Home windows big&#8217;s fusion-fueled PR engine, everybody now is aware of Microsoft&#8217;s Bing search engine is experimenting with utilizing a cousin of OpenAI&#8217;s ChatGPT massive language mannequin to reply queries, and the IT titan <a target=\"_blank\" href=\"https:\/\/www.theregister.com\/2023\/02\/22\/microsoft_ai_bing\/\" rel=\"noopener\">hopes<\/a> to inject this type of machine studying into all the pieces from Groups and Skype to Excel.<\/p>\n<p>Given the <a target=\"_blank\" href=\"https:\/\/www.theregister.com\/2023\/01\/10\/microsoft_openai_investment_google\/\" rel=\"noopener\">billions of dollars<\/a> the Home windows developer has already sunk into OpenAI and the billions of extra but to return into this guess-o-tron, it is smart that Microsoft needs to get some quick returns on its huge funding.<\/p>\n<div aria-hidden=\"true\" class=\"adun\" data-pos=\"top\" data-raptor=\"condor\" data-xsm=\",fluid,mpu,\" data-sm=\",fluid,mpu,\" data-md=\",fluid,mpu,\">\n        <noscript><br \/>\n            <a href=\"https:\/\/pubads.g.doubleclick.net\/gampad\/jump?co=1&amp;iu=\/6978\/reg_software\/aiml&amp;sz=300x50%7C300x100%7C300x250%7C300x251%7C300x252%7C300x600%7C300x601&amp;tile=2&amp;c=2Y-1FkU1gXXq5MqayImceNQAAAJU&amp;t=ct%3Dns%26unitnum%3D2%26raptor%3Dcondor%26pos%3Dtop%26test%3D0\" target=\"_blank\" rel=\"noopener\"><br \/>\n                <img decoding=\"async\" src=\"https:\/\/mailinvest.blog\/wp-content\/themes\/breek\/assets\/images\/transparent.gif\" data-lazy=\"true\" data-src=\"https:\/\/pubads.g.doubleclick.net\/gampad\/ad?co=1&amp;iu=\/6978\/reg_software\/aiml&amp;sz=300x50%7C300x100%7C300x250%7C300x251%7C300x252%7C300x600%7C300x601&amp;tile=2&amp;c=2Y-1FkU1gXXq5MqayImceNQAAAJU&amp;t=ct%3Dns%26unitnum%3D2%26raptor%3Dcondor%26pos%3Dtop%26test%3D0\" alt=\"\"\/><br \/>\n            <\/a><br \/>\n        <\/noscript>\n    <\/div>\n<p>The enterprise software program slinger additionally hopes OpenAI&#8217;s tech will assist it trample over rivals <a target=\"_blank\" href=\"https:\/\/www.theregister.com\/2022\/12\/25\/in_brief_ai\/\" rel=\"noopener\">including Google<\/a> within the quickly rising AI search bot house.<\/p>\n<div aria-hidden=\"true\" class=\"adun\" data-pos=\"top\" data-raptor=\"falcon\" data-xmd=\",fluid,mpu,leaderboard,\" data-lg=\",fluid,mpu,leaderboard,\" data-xlg=\",fluid,billboard,superleaderboard,mpu,leaderboard,\" data-xxlg=\",fluid,billboard,superleaderboard,brandwidth,brandimpact,leaderboard,mpu,\">\n            <noscript><br \/>\n                <a href=\"https:\/\/pubads.g.doubleclick.net\/gampad\/jump?co=1&amp;iu=\/6978\/reg_software\/aiml&amp;sz=300x50%7C300x100%7C300x250%7C300x251%7C300x252%7C300x600%7C300x601&amp;tile=4&amp;c=44Y-1FkU1gXXq5MqayImceNQAAAJU&amp;t=ct%3Dns%26unitnum%3D4%26raptor%3Dfalcon%26pos%3Dmid%26test%3D0\" target=\"_blank\" rel=\"noopener\"><br \/>\n                    <img decoding=\"async\" src=\"https:\/\/mailinvest.blog\/wp-content\/themes\/breek\/assets\/images\/transparent.gif\" data-lazy=\"true\" data-src=\"https:\/\/pubads.g.doubleclick.net\/gampad\/ad?co=1&amp;iu=\/6978\/reg_software\/aiml&amp;sz=300x50%7C300x100%7C300x250%7C300x251%7C300x252%7C300x600%7C300x601&amp;tile=4&amp;c=44Y-1FkU1gXXq5MqayImceNQAAAJU&amp;t=ct%3Dns%26unitnum%3D426raptor%3Dfalcon%26pos%3Dmid%26test%3D0\" alt=\"\"\/><br \/>\n                <\/a><br \/>\n            <\/noscript>\n        <\/div>\n<div class=\"adun_eagle_desktop_story_wrapper\">\n<div aria-hidden=\"true\" class=\"adun\" data-pos=\"mid\" 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<\/div>\n<\/p><\/div>\n<p>This week, the cloud big is making an attempt to woo builders and information analysts to GPT-3, the newest iteration of OpenAI&#8217;s auto-regressive language mannequin that makes use of deep studying to foretell human-like textual content responses to queries, by arguing they&#8217;ll use it to rapidly generate pretend information for testing inside Spark when utilizing the Azure Synapse information analytics service.<\/p>\n<p>In any case, if GPT-3 is sweet for one factor specifically, it is <a target=\"_blank\" href=\"https:\/\/www.theregister.com\/2023\/01\/20\/chatgpt_morally_corrupting\/\" rel=\"noopener\">making stuff up<\/a> and creating false realities.<\/p>\n<div aria-hidden=\"true\" class=\"adun\" data-pos=\"top\" data-raptor=\"falcon\" data-xsm=\",fluid,mpu,\" data-sm=\",fluid,mpu,\" data-md=\",fluid,mpu,\">\n            <noscript><br \/>\n                <a href=\"https:\/\/pubads.g.doubleclick.net\/gampad\/jump?co=1&amp;iu=\/6978\/reg_software\/aiml&amp;sz=300x50%7C300x100%7C300x250%7C300x251%7C300x252%7C300x600%7C300x601&amp;tile=4&amp;c=44Y-1FkU1gXXq5MqayImceNQAAAJU&amp;t=ct%3Dns%26unitnum%3D4%26raptor%3Dfalcon%26pos%3Dmid%26test%3D0\" target=\"_blank\" rel=\"noopener\"><br \/>\n                    <img decoding=\"async\" src=\"https:\/\/mailinvest.blog\/wp-content\/themes\/breek\/assets\/images\/transparent.gif\" data-lazy=\"true\" data-src=\"https:\/\/pubads.g.doubleclick.net\/gampad\/ad?co=1&amp;iu=\/6978\/reg_software\/aiml&amp;sz=300x50%7C300x100%7C300x250%7C300x251%7C300x252%7C300x600%7C300x601&amp;tile=4&amp;c=44Y-1FkU1gXXq5MqayImceNQAAAJU&amp;t=ct%3Dns%26unitnum%3D426raptor%3Dfalcon%26pos%3Dmid%26test%3D0\" alt=\"\"\/><br \/>\n                <\/a><br \/>\n            <\/noscript>\n        <\/div>\n<p>GPT-3 &#8220;can perceive textual content and generate new textual content based mostly on that enter,&#8221; Lee Stott, a principal cloud advocate supervisor at Microsoft, <a target=\"_blank\" href=\"https:\/\/techcommunity.microsoft.com\/t5\/educator-developer-blog\/generating-test-data-with-azure-openai-gpt-3-in-spark\/ba-p\/3751840\" rel=\"noopener\">reminded us<\/a> over the weekend. &#8220;By leveraging the prompts obtainable via OpenAI, it&#8217;s doable to generate a dataset that can be utilized for testing functions.&#8221;<\/p>\n<p>Inventing data for testing, reasonably than utilizing production-grade information about precise folks and issues, is a reasonably handbook operation that not solely includes gathering information but additionally suitably cleansing it, based on Microsoftie Thomas Costers, a cloud resolution architect for information and AI. In the event you&#8217;re constructing a function for an internet banking app, say, you ideally need your builders and testers wrangling made-up account data reasonably than copies of individuals&#8217;s precise monetary information, for privateness, regulatory, and moral causes.<\/p>\n<p>In a <a target=\"_blank\" rel=\"nofollow noopener\" href=\"https:\/\/www.youtube.com\/watch?v=CY4dAWvh60M\">video<\/a>, Costers stated he sometimes would search an organization&#8217;s information and discover datasets on the web to generate testing information. Such information &#8220;will not be good, it is not clear, it does not actually fit your wants,&#8221; he stated.<\/p>\n<p>Within the video, he and Stijn Wynants, a FastTrack engineer at Microsoft, demonstrated tips on how to use GPT-3 to not solely discover and clear information for testing \u2013 within the demo, details about folks&#8217;s restaurant opinions \u2013 but additionally tips on how to generate code to make use of it and guarantee it really works with different information already pulled collectively by colleagues.<\/p>\n<p>&#8220;We will now simply generate random check information to make use of in our environments \u2013 simply generated it utilizing that GPT-3 \u2013 and we will even make relational information that makes connections between these dataframes that you have already got and simply create random check information to check your options in a secure and safe approach,&#8221; Wynants stated.<\/p>\n<div aria-hidden=\"true\" class=\"adun\" id=\"story_eagle_xsm_sm_md_xmd_lg_xlg\" data-pos=\"mid\" data-raptor=\"eagle\" data-xsm=\",mpu,dmpu,\" data-sm=\",mpu,dmpu,\" data-md=\",mpu,dmpu,\" data-xmd=\",mpu,dmpu,\" data-lg=\",mpu,dmpu,\" data-xlg=\",mpu,dmpu,\">\n            <noscript><br \/>\n                <a href=\"https:\/\/pubads.g.doubleclick.net\/gampad\/jump?co=1&amp;iu=\/6978\/reg_software\/aiml&amp;sz=300x50%7C300x100%7C300x250%7C300x251%7C300x252%7C300x600%7C300x601&amp;tile=3&amp;c=33Y-1FkU1gXXq5MqayImceNQAAAJU&amp;t=ct%3Dns%26unitnum%3D3%26raptor%3Deagle%26pos%3Dmid%26test%3D0\" target=\"_blank\" rel=\"noopener\"><br \/>\n                    <img decoding=\"async\" src=\"https:\/\/mailinvest.blog\/wp-content\/themes\/breek\/assets\/images\/transparent.gif\" data-lazy=\"true\" data-src=\"https:\/\/pubads.g.doubleclick.net\/gampad\/ad?co=1&amp;iu=\/6978\/reg_software\/aiml&amp;sz=300x50%7C300x100%7C300x250%7C300x251%7C300x252%7C300x600%7C300x601&amp;tile=3&amp;c=33Y-1FkU1gXXq5MqayImceNQAAAJU&amp;t=ct%3Dns%26unitnum%3D3%26raptor%3Deagle%26pos%3Dmid%26test%3D0\" alt=\"\"\/><br \/>\n                <\/a><br \/>\n            <\/noscript>\n        <\/div>\n<p>Whereas Microsoft is aggressively banging the drum for OpenAI&#8217;s expertise, there are bugs and quirks that have to be labored out of AI applied sciences. Most just lately, OpenAI this month <a target=\"_blank\" rel=\"nofollow noopener\" href=\"https:\/\/openai.com\/blog\/how-should-ai-systems-behave\/\">outlined<\/a> the way it plans to enhance ChatGPT&#8217;s efficiency and form its habits. Google additionally has had its share of <a target=\"_blank\" href=\"https:\/\/www.theregister.com\/2023\/02\/08\/alphabet_bard_mistake\/\" rel=\"noopener\">AI headaches<\/a>.<\/p>\n<p>Then there are the rising stories of miscreants making an attempt out ChatGPT to create their very own <a target=\"_blank\" href=\"https:\/\/www.theregister.com\/2023\/01\/06\/chatgpt_cybercriminals_malicious_code\/\" rel=\"noopener\">malicious code<\/a>, worries concerning the tech getting used to pump out huge quantities of spam and misinformation, and so forth and so forth. \u00ae<\/p>\n<p>\u00a0<\/p>\n<\/p><\/div>\n<iframe data-lazy=\"true\" data-src=\"https:\/\/www.fiverr.com\/gig_widgets?id=U2FsdGVkX18x7XQvttUTrv1oEqmGNGTgvvCUiUoJ\/AP4z\/UyMz8lXGOLpu15jIMxBbTR0gmD5uBoFvhC4KWeALQRp3h\/X\/AwcVD0K8Wj9H\/ZzYKzcCNHosB9oS4SCJJFWiN85P9ICAc4OgCoE\/wHKIY7CDkf2\/DQ1vqGvk4smVe5cRDEmrLPCWi4FC8p40VUhSmWQ5udCm0zoJtorgWv3vbDQw0kKYkwn39ozAnQXDe+YvWMxkLFWA+O3TFwkJvdkIK+\/AUSnRssPKt5WHY0FhNOxnSPcLslEL4G4\/RfP95ve99U+kRnDy3X+KtzdQLY+u935ghON\/o3UE4IMv9oN6JX9RnxzL\/LRcOgnHigxStSGPKsZYtnz8RWNVT\/rOLAibqiWJadC5MYHRbekF3eg6FOGrQGkXYbsn0+a5aovnlLCbLwIqY9fcS17UX8J235iQ6cdmHNbrPeS84CMm34RA==&affiliate_id=1052423&strip_google_tagmanager=true\" loading=\"lazy\" data-with-title=\"true\" class=\"fiverr_nga_frame\" frameborder=\"0\" height=\"350\" width=\"100%\" referrerpolicy=\"no-referrer-when-downgrade\" data-mode=\"random_gigs\" onload=\" var frame = this; var script = document.createElement('script'); script.addEventListener('load', function() { window.FW_SDK.register(frame); }); script.setAttribute('src', 'https:\/\/www.fiverr.com\/gig_widgets\/sdk'); document.body.appendChild(script); \" ><\/iframe>\n<br \/><a href=\"https:\/\/go.theregister.com\/feed\/www.theregister.com\/2023\/02\/27\/microsoft_ai_gpt3_data\/\">Source link <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Microsoft is aggressively pushing OpenAI&#8217;s synthetic intelligence expertise into seemingly each nook and cranny of its universe. Due to the Home windows big&#8217;s fusion-fueled PR&#8230;<\/p>\n","protected":false},"author":1,"featured_media":46380,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7],"tags":[],"class_list":["post-46379","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tech-universe"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Microsoft suggests using GPT-3 to generate fake data \u2022 The Register - mailinvest.blog<\/title>\n<meta name=\"description\" content=\"Technology is forever changing, and there are always new pieces of technology to replace obsolete ones. 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