{"id":1710,"date":"2017-11-15T17:03:59","date_gmt":"2017-11-15T22:03:59","guid":{"rendered":"https:\/\/abovethelaw.com\/?p=483778"},"modified":"2017-11-16T09:38:05","modified_gmt":"2017-11-16T14:38:05","slug":"push-research-how-ai-is-fundamentally-changing-the-way-we-research-the-law","status":"publish","type":"post","link":"https:\/\/abovethelaw.com\/legal-innovation-center\/2017\/11\/15\/push-research-how-ai-is-fundamentally-changing-the-way-we-research-the-law\/","title":{"rendered":"Push Research: How AI Is Fundamentally Changing The Way We Research The Law"},"content":{"rendered":"<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-477960 alignright\" src=\"https:\/\/abovethelaw.com\/wp-content\/uploads\/sites\/4\/2017\/09\/200143_96965466.jpeg\" alt=\"\" width=\"207\" height=\"173\" \/>Twenty years ago, two Stanford graduate students worked on an idea that would become the underpinnings for one of the most important innovations &#8212; and one of the most successful companies &#8212; of the past century. The idea, \u201c<a href=\"http:\/\/stanford.io\/2zZ3QUs\">PageRank<\/a>,\u201d is that you can determine how important a web page is based on which other pages linked to it. This simple insight developed into Google, still today\u2019s best way of finding websites.<\/p>\n<p>Since this innovation two decades ago, not much has changed about how we find information online &#8212; not on Google nor for lawyers in the legal databases we interact with daily. You still type in words and see a list of responses. The algorithms have sharpened, but we haven\u2019t seen major leaps forward in the way that PageRank fundamentally changed everything.<\/p>\n<p>That is, until now. A new wave of technology will transform the way we think about research, and may have an impact equal to PageRank. That technology, what some are calling \u201cPush Research,\u201d is one of the most consequential applications of artificial intelligence technology, especially to lawyers.<\/p>\n<p><strong>Push Research<\/strong><\/p>\n<p>The concept behind Push Research is relatively straightforward: Your computer \u201cunderstands\u201d your <em>context<\/em>, and based on that understanding, <em>proactively sends you the information you need to see<\/em>, sometimes before you even knew to ask the question.<\/p>\n<p>Imagine, for example, that your computer \u201cunderstands\u201d your <em>context<\/em> at work &#8212; that you are currently working on two patent cases, one about a biopharmaceutical and another about a medical device, but you\u2019re also taking on an immigration asylum case pro bono. The computer has \u201cread\u201d all of the documents associated with each matter, and thus knows the factual, legal, and procedural issues in each case. It will then start doing some pretty incredible things for you. The technology will watch the docket and when opposing counsel files a motion, it will start finding the cases and briefs you need to research your response. If a new precedent is handed down that may impact the patentability of medical devices, it will alert you. And when you conduct a text search, the results will be personalized based on what case you\u2019re working on &#8212; highlighting either asylum cases or biopharmaceutical cases, for example.<\/p>\n<p>This may sound far out, but it\u2019s happening right now. In the consumer world, Google has recognized this is the next step for search, and has already folded in Push Search into its \u201cAssistant.\u201d It understands your <em>context<\/em>\u00a0&#8212; for example, where you currently are based on your GPS location and where your next meeting is based on what\u2019s on your calendar &#8212; and based on that, will alert you that you need to leave five minutes early due to unexpected traffic.<\/p>\n<p>In the legal realm, <a href=\"http:\/\/bit.ly\/2zLXuVq\">Intraspexion<\/a> works for in-house lawyers to help prevent lawsuits. By reviewing employee emails and other communications, it can proactively highlight areas of potential concern before they become something bigger. Similarly, <a href=\"http:\/\/bit.ly\/2h3vxQa\">Casetext<\/a>\u2019s AI legal research assistant, <a href=\"http:\/\/bit.ly\/2AKwN2G\">CARA<\/a>, can <a href=\"http:\/\/bit.ly\/2A0v8Kd\">follow your docket and email you relevant research when opposing counsel files a motion<\/a>, including relevant cases they did not cite and relevant briefs from which you can draw inspiration for how to prepare your response.<\/p>\n<p>You may not have known that you were running late, that there might be a litigation risk at your company, or that there are weak points in opposing counsel\u2019s moving papers. The computer proactively did the work for you, delivering valuable answers to you before you even asked the questions. It\u2019s an entirely new way of searching for information, and a paradigm shift from the last two decades.<\/p>\n<p><strong>Why Push Research is Being Developed Now<\/strong><\/p>\n<p>This technology isn\u2019t just <em>awesome<\/em>; it\u2019s also being developed to respond to a real and increasing problem in the legal profession.<\/p>\n<p>Lawyers are the epitome of \u201cknowledge workers\u201d &#8212; our main capital is knowledge and information &#8212; and as such, we spend an inordinate amount of time seeking out information. On average, attorneys spend <a href=\"http:\/\/bit.ly\/2z30EqV\">one out of every three working hours researching<\/a> the law. (For me, sometimes it felt more like 80%). So, for us attorneys, the power of the technology that we use to find information is a matter of great consequence.<\/p>\n<p>This has become especially true recently. For decades, as little as we wanted to admit it, researching quickly wasn\u2019t that important to lawyers &#8212; you\u2019d just bill that time to your client. Not so now. <em>Efficiently<\/em> providing top-quality services for our clients has become a top concern. The 2017 Altman Weil Law Firms in Transition survey found that <a href=\"http:\/\/bit.ly\/2iYvLJr\">94% of firm leaders understand that improved practice efficiency is a permanent trend<\/a>. A Mattern Associates report finds that <a href=\"http:\/\/bit.ly\/2AImkVR\">only 25% of clients pay for legal research costs, and that number will likely drop to zero0 in the next few years<\/a>. This may be part of why, according to the 2017 Legal Trends Report from Clio, <a href=\"http:\/\/bit.ly\/2yshqMh\">lawyers spend just 29% of each workday on billable work<\/a>.<\/p>\n<p>While efficiency has become a premium that distinguishes some firms and attorneys from others, so of course does the quality of practice. And today, clients are asking what feels like the impossible: do a better job in less time.<\/p>\n<p>This is one of the main reasons we\u2019re seeing Push Research being applied in legal tech <em>now<\/em>. With efficiency and quality of work at a premium, there is now a demand for technologies like Push Research that both make you more efficient by doing the work proactively for you, and also improve the quality of the work by highlighting information that might otherwise be missed. For those in the legal tech sector paying attention to these trends in the profession, the demand for these kinds of technologies drives their development.<\/p>\n<p>The demand is one part of the equation. The other part is technology. The last decade, and especially the last few years, has led to an explosion in the fields of natural language processing, machine learning, and artificial intelligence that are creating genuinely new possibilities for attorneys.<\/p>\n<p><strong>The Future of Search<\/strong><\/p>\n<p>Most of us have come to expect that when we type a search term into Google, the results returned to us are ordered based on what is most important. Within the next few years, it will feel just as natural to have our technology sharing information with us <em>before<\/em> we type in a search term. Just as PageRank transformed the way we access information, it\u2019s difficult to overstate how transformative Push Research will be, especially for the legal profession. Law firms leveraging this technology will be able to, for the first time, truly do more with less, and provide their clients with the highest-efficiency, highest-quality representation.<\/p>\n<hr \/>\n<p><em><img loading=\"lazy\" decoding=\"async\" class=\" wp-image-483785 alignright\" src=\"https:\/\/abovethelaw.com\/wp-content\/uploads\/sites\/4\/2017\/11\/Screen-Shot-2017-11-15-at-10.57.38-AM.png\" alt=\"\" width=\"170\" height=\"209\" \/><strong>Jake Heller is the Founder and CEO of\u00a0<\/strong><\/em><strong><a href=\"http:\/\/bit.ly\/2h3vxQa\">Casetext<\/a><em>. Before starting Casetext, Jake was a litigator at Ropes &amp; Gray. He\u2019s a Silicon Valley native, and has been programming since childhood. For more information about CARA, Casetext\u2019s AI-backed legal research assistant, visit\u00a0<\/em><a href=\"http:\/\/bit.ly\/2zJUgUq\">info.casetext.com\/cara-ai<\/a><em>.<\/em><\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p class=\"summary\">&#8216;Push Research&#8217; is one of the most consequential applications of artificial intelligence technology, especially to lawyers.<\/p>\n","protected":false},"author":55575,"featured_media":477960,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[331,332,11],"tags":[53,20,326,327,2209,1232,1767,328,689,2210,2211,51,2212,7],"class_list":["post-1710","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence","category-promoted","category-technology","tag-ai","tag-artificial-intelligence","tag-cara","tag-casetext","tag-context","tag-google","tag-intraspexion","tag-jake-heller","tag-legal-research","tag-pagerank","tag-push-research","tag-sponsored-content","tag-stanford","tag-technology"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Push Research: How AI Is Fundamentally Changing The Way We Research The Law - Above The Law&#039;s Legal Tech Non-Event<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/abovethelaw.com\/legal-innovation-center\/2017\/11\/15\/push-research-how-ai-is-fundamentally-changing-the-way-we-research-the-law\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Push Research: How AI Is Fundamentally Changing The Way We Research The Law - Above The Law&#039;s Legal Tech Non-Event\" \/>\n<meta property=\"og:description\" content=\"&#039;Push Research&#039; is one of the most consequential applications of artificial intelligence technology, especially to lawyers.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/abovethelaw.com\/legal-innovation-center\/2017\/11\/15\/push-research-how-ai-is-fundamentally-changing-the-way-we-research-the-law\/\" \/>\n<meta property=\"og:site_name\" content=\"Above The Law&#039;s Legal Tech Non-Event\" \/>\n<meta property=\"article:published_time\" content=\"2017-11-15T22:03:59+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2017-11-16T14:38:05+00:00\" \/>\n<meta name=\"author\" content=\"kwallace\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"kwallace\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"6 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/abovethelaw.com\/legal-innovation-center\/2017\/11\/15\/push-research-how-ai-is-fundamentally-changing-the-way-we-research-the-law\/\",\"url\":\"https:\/\/abovethelaw.com\/legal-innovation-center\/2017\/11\/15\/push-research-how-ai-is-fundamentally-changing-the-way-we-research-the-law\/\",\"name\":\"Push Research: How AI Is Fundamentally Changing The Way We Research The Law - Above The Law&#039;s Legal Tech Non-Event\",\"isPartOf\":{\"@id\":\"https:\/\/abovethelaw.com\/legal-innovation-center\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/abovethelaw.com\/legal-innovation-center\/2017\/11\/15\/push-research-how-ai-is-fundamentally-changing-the-way-we-research-the-law\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/abovethelaw.com\/legal-innovation-center\/2017\/11\/15\/push-research-how-ai-is-fundamentally-changing-the-way-we-research-the-law\/#primaryimage\"},\"thumbnailUrl\":\"\",\"datePublished\":\"2017-11-15T22:03:59+00:00\",\"dateModified\":\"2017-11-16T14:38:05+00:00\",\"author\":{\"@id\":\"https:\/\/abovethelaw.com\/legal-innovation-center\/#\/schema\/person\/f2fab5bb49ac2770cec510abbf5d31c4\"},\"breadcrumb\":{\"@id\":\"https:\/\/abovethelaw.com\/legal-innovation-center\/2017\/11\/15\/push-research-how-ai-is-fundamentally-changing-the-way-we-research-the-law\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/abovethelaw.com\/legal-innovation-center\/2017\/11\/15\/push-research-how-ai-is-fundamentally-changing-the-way-we-research-the-law\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/abovethelaw.com\/legal-innovation-center\/2017\/11\/15\/push-research-how-ai-is-fundamentally-changing-the-way-we-research-the-law\/#primaryimage\",\"url\":\"\",\"contentUrl\":\"\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/abovethelaw.com\/legal-innovation-center\/2017\/11\/15\/push-research-how-ai-is-fundamentally-changing-the-way-we-research-the-law\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/abovethelaw.com\/legal-innovation-center\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Push Research: How AI Is Fundamentally Changing The Way We Research The Law\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/abovethelaw.com\/legal-innovation-center\/#website\",\"url\":\"https:\/\/abovethelaw.com\/legal-innovation-center\/\",\"name\":\"Above The Law&#039;s Legal Tech Non-Event\",\"description\":\"A Legal Tech Adoption Guide For Perplexed Lawyers\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/abovethelaw.com\/legal-innovation-center\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/abovethelaw.com\/legal-innovation-center\/#\/schema\/person\/f2fab5bb49ac2770cec510abbf5d31c4\",\"name\":\"kwallace\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/abovethelaw.com\/legal-innovation-center\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/bed223ea53a47a1b7bfe11f52bd8f7486684faac8a555a0e84122a20687dadc9?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/bed223ea53a47a1b7bfe11f52bd8f7486684faac8a555a0e84122a20687dadc9?s=96&d=mm&r=g\",\"caption\":\"kwallace\"},\"url\":\"https:\/\/abovethelaw.com\/legal-innovation-center\/author\/kwallace\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Push Research: How AI Is Fundamentally Changing The Way We Research The Law - Above The Law&#039;s Legal Tech Non-Event","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/abovethelaw.com\/legal-innovation-center\/2017\/11\/15\/push-research-how-ai-is-fundamentally-changing-the-way-we-research-the-law\/","og_locale":"en_US","og_type":"article","og_title":"Push Research: How AI Is Fundamentally Changing The Way We Research The Law - Above The Law&#039;s Legal Tech Non-Event","og_description":"'Push Research' is one of the most consequential applications of artificial intelligence technology, especially to lawyers.","og_url":"https:\/\/abovethelaw.com\/legal-innovation-center\/2017\/11\/15\/push-research-how-ai-is-fundamentally-changing-the-way-we-research-the-law\/","og_site_name":"Above The Law&#039;s Legal Tech Non-Event","article_published_time":"2017-11-15T22:03:59+00:00","article_modified_time":"2017-11-16T14:38:05+00:00","author":"kwallace","twitter_card":"summary_large_image","twitter_misc":{"Written by":"kwallace","Est. reading time":"6 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/abovethelaw.com\/legal-innovation-center\/2017\/11\/15\/push-research-how-ai-is-fundamentally-changing-the-way-we-research-the-law\/","url":"https:\/\/abovethelaw.com\/legal-innovation-center\/2017\/11\/15\/push-research-how-ai-is-fundamentally-changing-the-way-we-research-the-law\/","name":"Push Research: How AI Is Fundamentally Changing The Way We Research The Law - Above The Law&#039;s Legal Tech Non-Event","isPartOf":{"@id":"https:\/\/abovethelaw.com\/legal-innovation-center\/#website"},"primaryImageOfPage":{"@id":"https:\/\/abovethelaw.com\/legal-innovation-center\/2017\/11\/15\/push-research-how-ai-is-fundamentally-changing-the-way-we-research-the-law\/#primaryimage"},"image":{"@id":"https:\/\/abovethelaw.com\/legal-innovation-center\/2017\/11\/15\/push-research-how-ai-is-fundamentally-changing-the-way-we-research-the-law\/#primaryimage"},"thumbnailUrl":"","datePublished":"2017-11-15T22:03:59+00:00","dateModified":"2017-11-16T14:38:05+00:00","author":{"@id":"https:\/\/abovethelaw.com\/legal-innovation-center\/#\/schema\/person\/f2fab5bb49ac2770cec510abbf5d31c4"},"breadcrumb":{"@id":"https:\/\/abovethelaw.com\/legal-innovation-center\/2017\/11\/15\/push-research-how-ai-is-fundamentally-changing-the-way-we-research-the-law\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/abovethelaw.com\/legal-innovation-center\/2017\/11\/15\/push-research-how-ai-is-fundamentally-changing-the-way-we-research-the-law\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/abovethelaw.com\/legal-innovation-center\/2017\/11\/15\/push-research-how-ai-is-fundamentally-changing-the-way-we-research-the-law\/#primaryimage","url":"","contentUrl":""},{"@type":"BreadcrumbList","@id":"https:\/\/abovethelaw.com\/legal-innovation-center\/2017\/11\/15\/push-research-how-ai-is-fundamentally-changing-the-way-we-research-the-law\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/abovethelaw.com\/legal-innovation-center\/"},{"@type":"ListItem","position":2,"name":"Push Research: How AI Is Fundamentally Changing The Way We Research The Law"}]},{"@type":"WebSite","@id":"https:\/\/abovethelaw.com\/legal-innovation-center\/#website","url":"https:\/\/abovethelaw.com\/legal-innovation-center\/","name":"Above The Law&#039;s Legal Tech Non-Event","description":"A Legal Tech Adoption Guide For Perplexed Lawyers","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/abovethelaw.com\/legal-innovation-center\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/abovethelaw.com\/legal-innovation-center\/#\/schema\/person\/f2fab5bb49ac2770cec510abbf5d31c4","name":"kwallace","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/abovethelaw.com\/legal-innovation-center\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/bed223ea53a47a1b7bfe11f52bd8f7486684faac8a555a0e84122a20687dadc9?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/bed223ea53a47a1b7bfe11f52bd8f7486684faac8a555a0e84122a20687dadc9?s=96&d=mm&r=g","caption":"kwallace"},"url":"https:\/\/abovethelaw.com\/legal-innovation-center\/author\/kwallace\/"}]}},"jetpack_featured_media_url":"","_links":{"self":[{"href":"https:\/\/abovethelaw.com\/legal-innovation-center\/wp-json\/wp\/v2\/posts\/1710","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/abovethelaw.com\/legal-innovation-center\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/abovethelaw.com\/legal-innovation-center\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/abovethelaw.com\/legal-innovation-center\/wp-json\/wp\/v2\/users\/55575"}],"replies":[{"embeddable":true,"href":"https:\/\/abovethelaw.com\/legal-innovation-center\/wp-json\/wp\/v2\/comments?post=1710"}],"version-history":[{"count":0,"href":"https:\/\/abovethelaw.com\/legal-innovation-center\/wp-json\/wp\/v2\/posts\/1710\/revisions"}],"wp:attachment":[{"href":"https:\/\/abovethelaw.com\/legal-innovation-center\/wp-json\/wp\/v2\/media?parent=1710"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/abovethelaw.com\/legal-innovation-center\/wp-json\/wp\/v2\/categories?post=1710"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/abovethelaw.com\/legal-innovation-center\/wp-json\/wp\/v2\/tags?post=1710"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}