{"id":22363,"date":"2023-12-13T19:33:35","date_gmt":"2023-12-13T19:33:35","guid":{"rendered":"https:\/\/www.imprima.com\/?p=22363"},"modified":"2023-12-15T13:45:40","modified_gmt":"2023-12-15T13:45:40","slug":"should-we-blindly-trust-ai","status":"publish","type":"post","link":"https:\/\/www.imprima.com\/blog\/should-we-blindly-trust-ai","title":{"rendered":"Should we blindly trust AI?"},"content":{"rendered":"\n<p>At Imprima, we believe no one should rely wholly on AI without careful thought, regardless of its accuracy.  Even the most accurate AI can\u2019t fully see issues the way you can. Why? Simply because the AI&nbsp;does not have the specific context and responsibilities that you have. At the end of the day, you own whatever decision gets made with AI&#8217;s assistance &#8211; not the AI itself.<\/p>\n\n\n\n<p>That said, we still aim to maximise accuracy. Contrary to what you may think, the goal isn&#8217;t to replace human involvement. It&#8217;s to save you time and effort while keeping you deeply involved in decisions.<\/p>\n\n\n\n<div style=\"height:42px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p><span style=\"font-weight:700\"><strong>Consider the following example<\/strong><\/span><\/p>\n\n\n\n<p><strong>Suppose we had two AI engines that extract key information from documents:<\/strong><\/p>\n\n\n\n<ul>\n<li style=\"padding-bottom:15px\"><strong>Engine 1<\/strong> has a low precision rate of 20% &#8211; so 4 out of 5 extractions are incorrect (\u201cfalse positives<sup><strong><a href=\"#Footnotes\">1<\/a><\/strong><\/sup>\u201c). You\u2019d waste a lot of time digging through inaccurate data to find the good stuff!<\/li>\n<li><strong>Engine 2<\/strong> has an 80% precision \u2013 so 4 out of 5 extractions are correct, and only 1 out of 5 are \u201cfalse positives\u201d. Compared with Engine 1, there are <span style=\"text-decoration:underline\">4 times less<\/span> AI results you have to check.<\/li>\n<\/ul>\n\n\n\n<div style=\"height:42px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>The infographic below shows what this means in practice, and may make the difference between these two results even more obvious:<\/p>\n\n\n\n<div style=\"padding:100% 0 0 0;position:relative;\"><iframe src=\"https:\/\/player.vimeo.com\/video\/894243123?badge=0&amp;autopause=0&amp;player_id=0&amp;app_id=58479\" frameborder=\"0\" allow=\"autoplay; fullscreen; picture-in-picture\" style=\"position:absolute;top:0;left:0;width:100%;height:100%;\" title=\"precision-1b\"><\/iframe><\/div><script src=\"https:\/\/player.vimeo.com\/api\/player.js\"><\/script>\n\n\n\n<div style=\"height:42px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>Higher accuracy means less wasted effort for you. We don&#8217;t pursue it assuming you&#8217;ll trust the system blindly, but rather so you can work faster with better information while avoiding distraction. We aim to assist, not replace.<\/p>\n\n\n\n<p>Interesting thought experiment? Actually, it\u2019s more than that. At Imprima we have developed a new AI algorithm, based on the latest LLM tech, custom built and trained, which allows you to achieve very high recall<sup><a href=\"#Footnotes\"><strong>2<\/strong><\/a><\/sup> and precision at the same time.<\/p>\n\n\n\n<p>We will discuss this algorithm and share test results in a future blog post.<\/p>\n\n\n\n<div style=\"height:42px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p><span style=\"font-weight:500\">Are you looking for a VDR with fully integrated AI-DD software? Speak to our <a href=\"https:\/\/www.imprima.com\/contact\/sales?productfeature=SMART%20SUMMARIES\" target=\"_blank\" rel=\"noreferrer noopener\">sales team<\/a> or check out our <a href=\"https:\/\/www.imprima.com\/ai-due-diligence\/automated-contract-summaries\" target=\"_blank\" rel=\"noreferrer noopener\">Smart Summaries page here<\/a>.<\/span><\/p>\n\n\n\n<div style=\"height:42px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<div style=\"height:42px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p id=\"Footnotes\"><strong>Footnotes<\/strong><\/p>\n\n\n\n<ol style=\"font-size: 20px\">\n<li style=\"padding-bottom:15px\"><strong>False positives are when the AI predicts an item but it is incorrect. For example, if a user wants to identify the date the contract renews and instead the AI picks up the date the effective date.<\/strong><\/li>\n<li><strong>100% recall means that every item you are looking for is identified.<\/strong><\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>At Imprima, we believe no one should rely wholly on AI without careful thought, regardless of its accuracy. Even the most accurate AI can\u2019t fully see issues the way you can. Why? Simply because the AI&nbsp;does not have the specific context and responsibilities that you have. At the end of the day, you own whatever [&hellip;]<\/p>\n","protected":false},"author":8,"featured_media":22387,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[169,170,163],"tags":[],"class_list":["post-22363","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence","category-legal","category-ma"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.4 (Yoast SEO v26.4) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Should we blindly trust AI? - Imprima<\/title>\n<meta name=\"description\" content=\"Imprima&#039;s blog post, discussing why you shouldn\u2019t blindly rely on AI, and the real reason we care so much about accuracy.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.imprima.com\/blog\/should-we-blindly-trust-ai\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Should we blindly trust AI?\" \/>\n<meta property=\"og:description\" content=\"Imprima&#039;s blog post, discussing why you shouldn\u2019t blindly rely on AI, and the real reason we care so much about accuracy.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.imprima.com\/blog\/should-we-blindly-trust-ai\" \/>\n<meta property=\"og:site_name\" content=\"Imprima\" \/>\n<meta property=\"article:published_time\" content=\"2023-12-13T19:33:35+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-12-15T13:45:40+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.imprima.com\/wp-content\/uploads\/2023\/12\/AI-header.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1500\" \/>\n\t<meta property=\"og:image:height\" content=\"801\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Marcus Tolan\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Marcus Tolan\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.imprima.com\/blog\/should-we-blindly-trust-ai#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.imprima.com\/blog\/should-we-blindly-trust-ai\"},\"author\":{\"name\":\"Marcus Tolan\",\"@id\":\"https:\/\/www.imprima.com\/#\/schema\/person\/91ac413cefc7cd6c4ec7034f7cef47f2\"},\"headline\":\"Should we blindly trust AI?\",\"datePublished\":\"2023-12-13T19:33:35+00:00\",\"dateModified\":\"2023-12-15T13:45:40+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.imprima.com\/blog\/should-we-blindly-trust-ai\"},\"wordCount\":379,\"publisher\":{\"@id\":\"https:\/\/www.imprima.com\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.imprima.com\/blog\/should-we-blindly-trust-ai#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.imprima.com\/wp-content\/uploads\/2023\/12\/AI-header.jpg\",\"articleSection\":[\"Artificial Intelligence\",\"Legal\",\"M&amp;A\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.imprima.com\/blog\/should-we-blindly-trust-ai\",\"url\":\"https:\/\/www.imprima.com\/blog\/should-we-blindly-trust-ai\",\"name\":\"Should we blindly trust AI? 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