{"id":330,"date":"2023-12-21T16:35:34","date_gmt":"2023-12-21T22:35:34","guid":{"rendered":"https:\/\/www.beaucoupkevin.com\/blog\/?p=330"},"modified":"2024-01-10T15:34:27","modified_gmt":"2024-01-10T21:34:27","slug":"my-obligatory-post-about-chatgpt-or-how-i-learned-to-stop-worrying-and-use-not-love-never-love-the-plagiarism-machine","status":"publish","type":"post","link":"https:\/\/www.beaucoupkevin.com\/blog\/my-obligatory-post-about-chatgpt-or-how-i-learned-to-stop-worrying-and-use-not-love-never-love-the-plagiarism-machine\/","title":{"rendered":"My Obligatory Post About ChatGPT (Or: How I Learned To Stop Worrying And Use \u2014 Not Love, Never Love \u2014 The Plagiarism Machine.)"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><em>Note: before we start, I\u2019m not touching any of the visual generation tools in this piece. The things they produce are gholas<\/em><sup id=\"mfn-content-00000000000002c20000000000000000_330-1\" class=\"modern-footnotes-footnote \" data-mfn=\"1\" data-mfn-post-scope=\"00000000000002c20000000000000000_330\"><a href=\"javascript:void(0)\"  role=\"button\" aria-pressed=\"false\" aria-describedby=\"mfn-content-00000000000002c20000000000000000_330-1\">1<\/a><\/sup><span role=\"tooltip\" class=\"modern-footnotes-footnote__note\" tabindex=\"0\" data-mfn=\"1\">Is this my first <em>Dune<\/em> reference on the new blog? Wow.<\/span><em> and I just plain hate them.\u00a0<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">I work in SEO. More specifically, I work in content-focused SEO. I know that <em>search engine optimization<\/em> is a forbidden phrase among people who only associate it with spam farms and bad-faith attempts to drive traffic,<sup id=\"mfn-content-00000000000002c20000000000000000_330-2\" class=\"modern-footnotes-footnote \" data-mfn=\"2\" data-mfn-post-scope=\"00000000000002c20000000000000000_330\"><a href=\"javascript:void(0)\"  role=\"button\" aria-pressed=\"false\" aria-describedby=\"mfn-content-00000000000002c20000000000000000_330-2\">2<\/a><\/sup><span role=\"tooltip\" class=\"modern-footnotes-footnote__note\" tabindex=\"0\" data-mfn=\"2\">I am not going to pretend that those things don\u2019t exist. Despite my slack-jawed appearance and habit of walking into doors, I am no fool.<\/span> but it\u2019s a discipline that I am quite happy to be employed in a lot of the time. Helping businesses and individuals drive interested parties to the right page on their website is a combination of science (how often should you use what words and where) and art (what do people actually want when they get there).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">So, you can imagine that my whole industry flipped out when OpenAI gave us regular folks access to ChatGPT, their Large Language Model interface that was friendly and easy to use. Finally, you could just ask this magic machine with access to a massive amount of information to <em>do things in plain English<\/em>: list ten people who have played Hamlet in order of acclaim; describe the fundamentals of orbital mechanics in language a tenth grader could understand; recite three jokes by Mitch Hedburg. And it would do it!&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Kind of.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Sort of.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">It\u2019s had problems, as you probably know. It will <a href=\"https:\/\/arstechnica.com\/tech-policy\/2023\/06\/lawyers-have-real-bad-day-in-court-after-citing-fake-cases-made-up-by-chatgpt\/\">make up facts<\/a> and it\u2019s <a href=\"https:\/\/www.baeldung.com\/cs\/chatgpt-math-problems\">weirdly bad at math<\/a>, which is the one thing I thought that computers were good at with no questions asked?<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">And, of course, there\u2019s the whole \u201cwriting\u201d thing.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">I\u2019m going to get this out of the way right now: ChatGPT does not actually write. You should not use it to <a href=\"https:\/\/www.pbs.org\/newshour\/economy\/sports-illustrated-found-publishing-ai-generated-stories-photos-and-authors\">replace actual writers<\/a> who can provide insights or unique points of view.&nbsp; It chews up a lot of other people\u2019s work and spits out something that approximates real writing. That may not be <em>entirely<\/em> bad, as it turns out, but more on that later.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">First, I want to address the true elephant in the room:<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>ChatGPT Is Not A True AI, And I Will Not Tolerate People Acting Like It Is (Same for you, Bard and Gemini. Don\u2019t think I don\u2019t see you.)<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Signal CEO Meredith Whittaker described ChatGPT as something that trains on content from \u201cthe darkest corners of the web\u201d and then uses \u201ca massive amount of computational power to predict what will be the next word in a sentence.\u201d This is not wrong. This is, in fact, deeply correct.<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Signal&#039;s Meredith Whittaker says Chat GPT can&#039;t be trusted\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/6ROlMFlbkWE?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">ChatGPT\u2019s interface is friendly and anyone can use it. For a lot of people, it feels like a genuine interaction with something instead of offering inputs into an algorithm and getting a pre-chewed response back.&nbsp; That\u2019s how it\u2019s programmed: to use its however many teraflops of processing power to give you a fast, human-seeming back and forth. But it\u2019s running a program. A very complex program, to be sure, but it\u2019s <em>just a program.<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">ChatGPT has no desires, no wants, no innate curiosity. ChatGPT does not dream. It has no life experience to use when considering a subject. It can\u2019t connect seemingly unrelated ideas. It has no emotional intelligence <em>because it has no emotions<\/em>. Most of all, it doesn\u2019t create: it rehashes, remixes, and reworks a highly specific set of&nbsp; existing material in ways that are close to, but not quite analogous to what individuals do when they\u2019re given the opportunity.&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"607\" src=\"https:\/\/www.beaucoupkevin.com\/blog\/wp-content\/uploads\/2023\/12\/star-trek-generations-data-1024x607.jpg\" alt=\"Data in STAR TREK: GENERATIONS, making his Tricorder be goofy.\" class=\"wp-image-333\" srcset=\"https:\/\/www.beaucoupkevin.com\/blog\/wp-content\/uploads\/2023\/12\/star-trek-generations-data-1024x607.jpg 1024w, https:\/\/www.beaucoupkevin.com\/blog\/wp-content\/uploads\/2023\/12\/star-trek-generations-data-300x178.jpg 300w, https:\/\/www.beaucoupkevin.com\/blog\/wp-content\/uploads\/2023\/12\/star-trek-generations-data-768x455.jpg 768w, https:\/\/www.beaucoupkevin.com\/blog\/wp-content\/uploads\/2023\/12\/star-trek-generations-data.jpg 1327w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><em>Even Data got to the point where he could make jokes! <\/em><\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Individuals <strong>make<\/strong>; ChatGPT <strong>generates<\/strong>.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Okay, now that that\u2019s off my chest&#8230;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>What Should You Use ChatGPT For?<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Not fiction, never fiction. <\/strong>(Yes, there\u2019s a section called \u201cWhat Shouldn\u2019t You Use ChatGPT For?\u201d right under this, but I wanted to get that out in the open immediately. Stop asking it to plot your Star Trek novels<sup id=\"mfn-content-00000000000002c20000000000000000_330-3\" class=\"modern-footnotes-footnote \" data-mfn=\"3\" data-mfn-post-scope=\"00000000000002c20000000000000000_330\"><a href=\"javascript:void(0)\"  role=\"button\" aria-pressed=\"false\" aria-describedby=\"mfn-content-00000000000002c20000000000000000_330-3\">3<\/a><\/sup><span role=\"tooltip\" class=\"modern-footnotes-footnote__note\" tabindex=\"0\" data-mfn=\"3\">Even if I think a lot of modern Trek books feels like they\u2019re the product of algorithmic, continuity-dependant plotting.<\/span> or write a short story. Even setting aside the generally poor prose it generates, it\u2019s never going to genuinely surprise a reader or allow them to connect with you. It\u2019s a hard truth for ChatGPT Evangelists to acknowledge, but the fact that an LLM can generate better prose than you doesn\u2019t mean that it\u2019s a good writer on its own; it just means that it\u2019s a better writer than <em>you<\/em>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">However, since I\u2019m an SEO (which is how we started this whole rant), I will give you some use cases in which I\u2019ve found it\u2019s very useful.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>It\u2019s very good at web page outlines and determining what topics and subtopics those pages should cover.\n<ul class=\"wp-block-list\">\n<li>It also can provide supporting phrases commonly associated with those topics.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>It can help you structure a silo of web pages quickly, with a parent page, child pages, and even grandchild pages.<\/li>\n\n\n\n<li>It can generate a list of FAQs around a product or service.&nbsp;<\/li>\n\n\n\n<li>It can generate a series of questions to ask an interview subject to glean insights on a topic at a very high level.\n<ul class=\"wp-block-list\">\n<li>If you go a bit deeper and give it some specific topics you\u2019d like to cover, it plunders the web really effectively and makes you sound like you know what you\u2019re talking about.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>It can analyze a piece of web content and give suggestions about additional topics to be included. \n<ul class=\"wp-block-list\">\n<li>This tends to be pretty hit or miss; it will sometimes recommend something you&#8217;ve covered using different language than what the LLM recognizes around that topic, but then you know to incorporate some of <em>that<\/em> language into your existing page.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>It can break down complex topics (particularly those around math and science) in a way that enables others to comprehend them better.\n<ul class=\"wp-block-list\">\n<li>My wife has used it to quickly take science lessons aimed at readers operating at an eighth-grade level and break it down to something more appropriate for someone reading at a fifth grade level. She polished the result a bit, but it has reduced her workload from a minimum of an hour on each lesson to five minutes. Every minute like that a teacher gets back in their day is a minute that can be spent with a kid.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>It\u2019s really good at rewriting product descriptions for individual web pages, which is key for trying to rank your ecommerce site.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">I\u2019m sure you can find more out there, but these are things that I\u2019ve done where using a lot of computing power to do something I would do in much less time made sense. (I\u2019ll get to the energy use issue; stick with me.)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">And as far as <em>actual writing<\/em> goes, I\u2019m about to say something that will make some people mad. They\u2019re going to be going to the pitchfork store and asking for something extra pointy. Then they\u2019re going by the torchery and getting something rated for castle-sieging.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">For <em>some<\/em> web pages, with <em>very<\/em> <em>specific<\/em> prompts,<sup id=\"mfn-content-00000000000002c20000000000000000_330-4\" class=\"modern-footnotes-footnote \" data-mfn=\"4\" data-mfn-post-scope=\"00000000000002c20000000000000000_330\"><a href=\"javascript:void(0)\"  role=\"button\" aria-pressed=\"false\" aria-describedby=\"mfn-content-00000000000002c20000000000000000_330-4\">4<\/a><\/sup><span role=\"tooltip\" class=\"modern-footnotes-footnote__note\" tabindex=\"0\" data-mfn=\"4\">I\u2019ve found it very useful to tell ChatGPT to avoid adverbs when generating copy, for example.<\/span>&nbsp; you can create perfectly <em>serviceable<\/em> web copy. An example would be a plumber\u2019s website. When you land on a page for, let\u2019s say, bathroom plumbing repairs in your area, what do you do?&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>You<\/strong> <strong>scan the page and look for hooks.<\/strong> You look through the subheadings on the page, scan any bulleted lists. You then look for signs of human life, the kind of stuff that ChatGPT and other LLMs can\u2019t manage: testimonials from individuals, photos of actual humans, links to relevant content elsewhere on the web.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"1024\" src=\"https:\/\/www.beaucoupkevin.com\/blog\/wp-content\/uploads\/2023\/12\/sincerely-media-ssDczX9Fbek-unsplash-768x1024.jpg\" alt=\"\" class=\"wp-image-334\" srcset=\"https:\/\/www.beaucoupkevin.com\/blog\/wp-content\/uploads\/2023\/12\/sincerely-media-ssDczX9Fbek-unsplash-768x1024.jpg 768w, https:\/\/www.beaucoupkevin.com\/blog\/wp-content\/uploads\/2023\/12\/sincerely-media-ssDczX9Fbek-unsplash-225x300.jpg 225w, https:\/\/www.beaucoupkevin.com\/blog\/wp-content\/uploads\/2023\/12\/sincerely-media-ssDczX9Fbek-unsplash-1152x1536.jpg 1152w, https:\/\/www.beaucoupkevin.com\/blog\/wp-content\/uploads\/2023\/12\/sincerely-media-ssDczX9Fbek-unsplash-1536x2048.jpg 1536w, https:\/\/www.beaucoupkevin.com\/blog\/wp-content\/uploads\/2023\/12\/sincerely-media-ssDczX9Fbek-unsplash-scaled.jpg 1920w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><figcaption class=\"wp-element-caption\"><em>Photo by <a href=\"https:\/\/unsplash.com\/@sincerelymedia?utm_content=creditCopyText&amp;utm_medium=referral&amp;utm_source=unsplash\">Sincerely Media<\/a> on <a href=\"https:\/\/unsplash.com\/photos\/woman-sitting-on-bed-facing-laptop-ssDczX9Fbek?utm_content=creditCopyText&amp;utm_medium=referral&amp;utm_source=unsplash\">Unsplash<\/a><\/em><\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">In other words, you\u2019re not reading. <strong>You\u2019re<\/strong> <strong>processing<\/strong>. You\u2019re trying to see if they do the thing you need (fix a leaky faucet, unclog your toilet, replace your shower head) and if other people say they do a good job. You want to see if they operate in your area and if they can be at your house quickly. That\u2019s it.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">I understand the impulse some of my colleagues and peers have to make this kind of content really special and personal, but I think their energies are better spent elsewhere. You\u2019re not looking to make a 1:1 human connection with this business; you\u2019re looking to see if they do the thing. That\u2019s it. That\u2019s why this is the kind of page where you can use copy that\u2019s not great; it just has to be <strong>highly functional and well-formatted<\/strong>.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>What Shouldn\u2019t You Use ChatGPT For?<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">This list may seem shorter, but each item is much broader.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Fiction. Duh. (See above rant.)<\/li>\n\n\n\n<li>Writing that you want actual humans to read. Writing where you need to persuade them on that 1:1 level.\n<ul class=\"wp-block-list\">\n<li>I think it\u2019d be awful for landing page copy, for example.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Anything where you want to show <em>your<\/em> expertise on a topic.\n<ul class=\"wp-block-list\">\n<li>Related, and this could probably be a footnote but I\u2019m just going to put it here anyway. This is something that college professors in particular are going to need to figure out how to work with because so much in the way of writing for higher education is actually pretty rote. How do you get a student to demonstrate core competency around a topic without basically saying \u201cWrite something that synthesizes a bunch of other people\u2019s writings\u201d?<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Anything journalistic, period. A journalist\u2019s job is not to just spew out press release copy or say \u201cso-and-so said<em> X<\/em>.\u201d A journalist\u2019s job is to find the actual, essential truth and contextualize what\u2019s been said and acted upon around that.\n<ul class=\"wp-block-list\">\n<li>Even sports journalists, the ones you think could be most easily replaced because so much of their expertise is statistically driven, have a point of view and ability to realize connections.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Anything where the idea of LLM-created content is morally or ethically dubious.\n<ul class=\"wp-block-list\">\n<li>This is open to interpretation. Somebody told me that they used ChatGPT to write a condolence note and I blanched at how cold that seemed.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Now, finally, the thing that I have to mention because if I don\u2019t mention it, people are gonna be even madder at me. (Also, because it needs to be discussed, obviously.)<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>All Of This Assumes That ChatGPT and Bard Are More Efficient Than They Actually Are<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">I was really struck with the statistic that <a href=\"https:\/\/www.technologyreview.com\/2023\/12\/01\/1084189\/making-an-image-with-generative-ai-uses-as-much-energy-as-charging-your-phone\/\">making an image with Generative AI uses as much energy as charging your phone<\/a>. ChatGPT<a href=\"https:\/\/apnews.com\/article\/chatgpt-gpt4-iowa-ai-water-consumption-microsoft-f551fde98083d17a7e8d904f8be822c4\"> slurps down 500 milliliters of water<\/a> every time you ask it a series of prompts.<sup id=\"mfn-content-00000000000002c20000000000000000_330-5\" class=\"modern-footnotes-footnote \" data-mfn=\"5\" data-mfn-post-scope=\"00000000000002c20000000000000000_330\"><a href=\"javascript:void(0)\"  role=\"button\" aria-pressed=\"false\" aria-describedby=\"mfn-content-00000000000002c20000000000000000_330-5\">5<\/a><\/sup><span role=\"tooltip\" class=\"modern-footnotes-footnote__note\" tabindex=\"0\" data-mfn=\"5\">Where does this water go? Why can\u2019t they just ask the giant computer to pee in a bucket so it can be sent back into the water cycle?<\/span>&nbsp;These stats are roughly in-line with how much energy and water that many data centers use, mind, but it&#8217;s still concerning.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">If LLMs are going to become the pervasive, large-scale societal change their investors wants them to be, then they have to find <a href=\"https:\/\/spectrum.ieee.org\/ai-energy-consumption\">more energy-efficient methods<\/a>, period.&nbsp; I am not going to pretend that they do not.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Here\u2019s the thing, though, and I\u2019ve not found a good comparison: how much energy would a person use searching 20 different plumbing websites, writing up an outline based on what they found, conducting keyword research to support all those topics, and then writing the serviceable<sup id=\"mfn-content-00000000000002c20000000000000000_330-6\" class=\"modern-footnotes-footnote \" data-mfn=\"6\" data-mfn-post-scope=\"00000000000002c20000000000000000_330\"><a href=\"javascript:void(0)\"  role=\"button\" aria-pressed=\"false\" aria-describedby=\"mfn-content-00000000000002c20000000000000000_330-6\">6<\/a><\/sup><span role=\"tooltip\" class=\"modern-footnotes-footnote__note\" tabindex=\"0\" data-mfn=\"6\">Again: this needs to be good, not great<\/span> copy?&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Of course, it\u2019s all a matter of scale. Let\u2019s say the energy usage is 1:1 but the LLM model means that the page is created 25 times faster. Someone using an LLM doing 25 pages in the time it takes one means 25 times the energy usage. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Businesses may not care about any of this because it\u2019s more profitable, but there\u2019s a cost to society as a whole that needs to be addressed.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Okay, This It. The End&#8230;<em>For Now?<\/em> <\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Thank you for reading this far. This is not meant to be any kind of definitive post about the topic of large language models and how they&#8217;re used; I just wanted there to be more nuance in the conversation. It seems like every platform I go on features two distinct groups of people: those who are bloviating about how life-altering and perfect LLMs are, and those who hiss &#8220;AI grifter&#8221; whenever someone brings up the fact that they use them. Since this is my platform, I can belong in <em>neither<\/em> camp quite happily.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">And for the record: the algorithmically-fueled Yoast plugin<sup id=\"mfn-content-00000000000002c20000000000000000_330-7\" class=\"modern-footnotes-footnote \" data-mfn=\"7\" data-mfn-post-scope=\"00000000000002c20000000000000000_330\"><a href=\"javascript:void(0)\"  role=\"button\" aria-pressed=\"false\" aria-describedby=\"mfn-content-00000000000002c20000000000000000_330-7\">7<\/a><\/sup><span role=\"tooltip\" class=\"modern-footnotes-footnote__note\" tabindex=\"0\" data-mfn=\"7\">That I really should uninstall because this is a personal site, not something I really care about optimizing for search.<\/span> says that this page is deeply unreadable. I hope you disagree.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Oh, boy. This is going to go over like a lead balloon.<\/p>\n","protected":false},"author":1,"featured_media":335,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[65],"tags":[63,64],"class_list":["post-330","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-work-stuff","tag-chatgpt","tag-large-language-models"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>My Obligatory Post About ChatGPT | BeacoupKevin.com\/blog<\/title>\n<meta name=\"description\" content=\"Kevin goes on a bit about ChatGPT. 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