{"id":14501,"date":"2026-11-04T22:59:04","date_gmt":"2026-11-04T22:59:04","guid":{"rendered":"https:\/\/advisorator.com\/members\/?p=14501"},"modified":"2026-11-06T14:26:31","modified_gmt":"2026-11-06T14:26:31","slug":"netflix-turns-to-ai-to-fix-its-algorithms-messes","status":"publish","type":"post","link":"https:\/\/advisorator.com\/members\/2026\/11\/04\/netflix-turns-to-ai-to-fix-its-algorithms-messes\/","title":{"rendered":"Netflix turns to AI to fix its algorithm&#8217;s messes"},"content":{"rendered":"\n<h4 class=\"wp-block-heading has-text-align-center\">Predicting exactly what you want to watch has not panned out.<\/h4>\n\n\n<div width=\"100%\" class=\"ng-block-e163e1450483d5f0 wp-block-newsletterglue-meta-data ng-block\" style=\"color:#333333\" data-date-format=\"F j, Y\"><div><div><div class=\"ng-block-td\" align=\"center\" style=\"font-size:12px;font-family:Helvetica;line-height:1.6;font-weight:normal;padding-top:20px;padding-bottom:20px;padding-left:20px;padding-right:20px;text-align:center;color:#333333\"><span class=\"ng-block-author\" style=\"display:inline-block\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/secure.gravatar.com\/avatar\/aa0adcee1ed4c584fa5754b6bb2f3067?s=96&amp;d=mm&amp;r=g\" width=\"32\" height=\"32\" class=\"ng-image\" style=\"width:32px;height:32px;display:inline-block;margin:0 6px 0 0;vertical-align:middle;border-radius:32px\"\/><span>Jared Newman<\/span><\/span><span class=\"ng-block-date\" style=\"display:inline-block\"><span class=\"ng-sep\">\u00a0\u00a0\u00a0|\u00a0\u00a0\u00a0<\/span><span class=\"ngl-metadata-date-ajax\">November 4, 2026<\/span><\/span><\/div><\/div><\/div><\/div>\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/advisorator.com\/members\/wp-content\/uploads\/2026\/11\/netflixaidiscover-1024x683.jpg\" alt=\"\" class=\"wp-image-14502\" srcset=\"https:\/\/advisorator.com\/members\/wp-content\/uploads\/2026\/11\/netflixaidiscover-1024x683.jpg 1024w, https:\/\/advisorator.com\/members\/wp-content\/uploads\/2026\/11\/netflixaidiscover-300x200.jpg 300w, https:\/\/advisorator.com\/members\/wp-content\/uploads\/2026\/11\/netflixaidiscover-768x512.jpg 768w, https:\/\/advisorator.com\/members\/wp-content\/uploads\/2026\/11\/netflixaidiscover.jpg 1500w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Netflix used to think that it would become so good at anticipating your desires, you wouldn&#8217;t even need a regular menu.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u201cOur vision is, you won\u2019t see a grid and you won\u2019t see a sea of titles,\u201d Neil Hunt, Netflix&#8217;s former Chief Product Officer, said in 2014. Founder and former CEO Reed Hastings reiterated that idea a few years later, saying that you should &#8220;turn on Netflix and there\u2019s a row, there\u2019s like four choices, and you want to watch them all.&#8221;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">As anyone who\u2019s spent an evening scrolling through the catalog can attest, that vision has not panned out, and so now Netflix is turning to AI for an assist. An experimental new \u201c<a href=\"https:\/\/help.netflix.com\/en\/node\/708961964266596\" target=\"_blank\" rel=\"noopener\">AI Discover<\/a>\u201d feature will ask users what kind of programming they want\u2014with options like \u201cFamily Movie Night,\u201d \u201cScare Me,\u201d or \u201cQuick Watches\u201d\u2014and will then show a cluster of videos to choose from. The feature is rolling out to small groups of U.S. users, appearing as an option in the top navigation bar.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Perhaps AI will finally bring Netflix\u2019s vision to fruition. The more likely outcome, though, is that it\u2019ll just represent another way among many to sift through Netflix\u2019s sprawling catalog. As the company tries to stop engagement from slowing down, the algorithm alone isn\u2019t cutting it.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n<div width=\"100%\" class=\"ng-block-ff10b791733811ba wp-block-newsletterglue-optin ng-block is-landscape\" style=\"color:#333333\"><div><div><div height=\"0\"><\/div><\/div><div><div class=\"ng-block-spacer\" style=\"width:0px\" width=\"0\"><\/div><div class=\"ng-block-td\" style=\"font-size:16px;font-family:Helvetica;line-height:1.6;font-weight:normal;padding-top:20px;padding-bottom:20px;padding-left:20px;padding-right:20px;text-align:none;color:#333333;background-color:#ffffff\"><form class=\"ng-block-form ngl-form\" style=\"display:flex;gap:20px;flex-direction:column;position:relative;margin:0\" action=\"\" method=\"post\" autocomplete=\"on\" data-app=\"sendy\"><div class=\"ngl-form-errors\" style=\"display:none;background:#ffcece;color:#672d2d;padding:11px 20px;text-align:left;border:1px solid #ec9d9d;line-height:22px;border-radius:12px;font-family:Helvetica;font-size:14px\"> <\/div><div class=\"ng-form-overlay\" style=\"position:absolute;top:0;left:0;width:100%;height:100%;background:#ffffff;z-index:9999;display:none;align-items:center;justify-content:center;flex-direction:column\"><div class=\"ng-form-overlay-icon\" style=\"color:#169620\"><svg style=\"width:32px;height:32px\" stroke=\"currentColor\" fill=\"currentColor\" stroke-width=\"0\" viewbox=\"0 0 1024 1024\" height=\"32\" width=\"32\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M512 64C264.6 64 64 264.6 64 512s200.6 448 448 448 448-200.6 448-448S759.4 64 512 64zm193.5 301.7l-210.6 292a31.8 31.8 0 0 1-51.7 0L318.5 484.9c-3.8-5.3 0-12.7 6.5-12.7h46.9c10.2 0 19.9 4.9 25.9 13.3l71.2 98.8 157.2-218c6-8.3 15.6-13.3 25.9-13.3H699c6.5 0 10.3 7.4 6.5 12.7z\"><\/path><\/svg><\/div><div class=\"ng-form-overlay-text\" style=\"font-family:Helvetica;font-size:16px;color:#333333\">Thanks for subscribing!<\/div><\/div><div class=\"ngl-form-wrap\" style=\"display:flex;gap:20px;flex-direction:row;align-items:flex-end\"><div class=\"ngl-form-field\"><label class=\"ngl-form-label\" for=\"ngl_email\" style=\"font-family:Helvetica;font-size:14px;color:#333333;line-height:1.6;margin-bottom:4px;display:block\"><strong>Get my streaming column via email once per week. No spam.<\/strong><\/label><input type=\"email\" class=\"ngl-form-input\" fieldid=\"email\" name=\"ngl_email\" id=\"ngl_email\" autocomplete=\"email\" style=\"font-family:Helvetica;font-size:14px;color:#333333;border-radius:12px;border:1px solid #aaa;padding:8px 15px;width:100%;box-sizing:border-box;line-height:1.6\"\/><\/div><div class=\"ng-form-div\"><button class=\"ng-form-button\" style=\"font-family:Helvetica;font-size:16px;cursor:pointer;border-radius:12px;color:#ffffff;background-color:#1b4f7f;border-width:1px;border-style:solid;border-color:#1b4f7f;text-align:center;padding:8px 20px;line-height:1.6;width:100%;box-sizing:border-box\">Subscribe<\/button><\/div><\/div><div class=\"ng-form-inputs\"><input type=\"hidden\" name=\"ngl_list_id\" id=\"ngl_list_id\" value=\"CfmCUET4pu8SjORc4kBCeQ\"\/><input type=\"hidden\" name=\"ngl_double_optin\" id=\"ngl_double_optin\" value=\"no\"\/><\/div><\/form><\/div><div class=\"ng-block-spacer\" style=\"width:0px\" width=\"0\"><\/div><\/div><div><div height=\"0\"><\/div><\/div><\/div><\/div>\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Beyond the algorithm<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI Discover isn&#8217;t Netflix&#8217;s first attempt to shake up content discovery beyond its algorithmic recommendation rows.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In 2020, Netflix <a href=\"https:\/\/about.netflix.com\/en\/news\/see-whats-popular-on-netflix\" target=\"_blank\" rel=\"noopener\">debuted daily top 10 lists<\/a> for its most-watched movies and shows, an acknowledgment that people want to know what others are watching instead of being trapped in their own bubbles. The feature must&#8217;ve proven popular, as it remains a fixture of Netflix&#8217;s home screen and has since been replicated by most other major streaming services.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Netflix has also toyed with helping users tune into specific genres. In 2022, it added a dedicated &#8220;<a href=\"https:\/\/about.netflix.com\/en\/news\/a-one-stop-shop-to-find-all-your-favorite-categories-on-netflix\" target=\"_blank\" rel=\"noopener\">Categories<\/a>&#8221; menu, and while it went away last year as <a href=\"https:\/\/www.whats-on-netflix.com\/news\/netflixs-upcoming-ui-overhaul-will-remove-two-popular-features-new-popular-categories\/\" target=\"_blank\" rel=\"noopener\">part of a larger interface overhaul<\/a>, Netflix may not be done with the idea of genre-based viewing. Over the summer, the Wall Street Journal reported that Netflix is considering a <a href=\"https:\/\/www.thewrap.com\/creative-content\/tv-shows\/netflix-live-channels-streaming-bundles\/\" target=\"_blank\" rel=\"noopener\">lineup of linear streaming channels for different genres<\/a>, in a nod to both traditional cable and free streaming services.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Meanwhile, Netflix has tried letting people bypass its home screen entirely with a &#8220;Play Something&#8221; button (later called &#8220;Surprise Me&#8221;), which aimed to cure analysis paralysis by jumping right into a random unfinished program, watchlist item, or personalized recommendation. Netflix made a big to-do about the feature when it launched in 2021, even <a href=\"https:\/\/variety.com\/2021\/digital\/news\/netflix-shuffle-play-feature-official-launch-1234888490\/\" target=\"_blank\" rel=\"noopener\">teasing it ahead of time in an earnings call<\/a>, but then killed it because <a href=\"https:\/\/www.wsj.com\/articles\/netflix-sunsets-surprise-me-shuffle-play-button-6d29cf2a\" target=\"_blank\" rel=\"noopener\">not enough people were using it<\/a>.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"577\" src=\"https:\/\/advisorator.com\/members\/wp-content\/uploads\/2026\/11\/netflixplaysomething-1024x577.jpg\" alt=\"\" class=\"wp-image-14506\" srcset=\"https:\/\/advisorator.com\/members\/wp-content\/uploads\/2026\/11\/netflixplaysomething-1024x577.jpg 1024w, https:\/\/advisorator.com\/members\/wp-content\/uploads\/2026\/11\/netflixplaysomething-767x432.jpg 767w, https:\/\/advisorator.com\/members\/wp-content\/uploads\/2026\/11\/netflixplaysomething-300x169.jpg 300w, https:\/\/advisorator.com\/members\/wp-content\/uploads\/2026\/11\/netflixplaysomething-1536x865.jpg 1536w, https:\/\/advisorator.com\/members\/wp-content\/uploads\/2026\/11\/netflixplaysomething-2048x1153.jpg 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">That brings us to Netflix&#8217;s foray into AI, or at least something it&#8217;s calling AI. Unlike <a href=\"https:\/\/www.aboutamazon.com\/news\/devices\/alexa-plus-fire-tv-free-ai\" target=\"_blank\" rel=\"noopener\">Amazon<\/a> and <a href=\"https:\/\/www.pcworld.com\/article\/2941278\/rokus-adding-ai-search-and-hopefully-better-recommendations.html\" target=\"_blank\" rel=\"noopener\">Roku<\/a>, Netflix isn&#8217;t letting users converse with a large language model to sift through the catalog. This first feature is more like &#8220;Play Something&#8221; with extra wiggle room, letting users choose from small batches of suggested movies and shows. But Netflix also makes clear that this is just the first of several forthcoming experiments.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&#8220;Think of AI Discover as our test kitchen: we\u2019re trying out new recipes for discovery, and your use and feedback help us decide which ones to keep, improve, or serve up next,&#8221; <a href=\"https:\/\/www.aboutamazon.com\/news\/devices\/alexa-plus-fire-tv-free-ai\" target=\"_blank\" rel=\"noopener\">the company said in a blog post<\/a>. &#8220;Some may even make their way into the main Netflix experience.&#8221;<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"338\" src=\"https:\/\/advisorator.com\/members\/wp-content\/uploads\/2026\/11\/netflixaidiscover-2.gif\" alt=\"\" class=\"wp-image-14517\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Bringing people back<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The backdrop for all this is Netflix&#8217;s reportedly stagnant user engagement.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In July, the <em>Wall Street Journal<\/em> <a href=\"https:\/\/www.wsj.com\/business\/media\/netflix-is-exploring-live-tv-and-bundles-as-it-struggles-to-keep-viewers-hooked-e1eb28f6\" target=\"_blank\" rel=\"noopener\">reported<\/a> that Netflix executives had discussed signs of engagement decline among subscribers. <em>Financial Times<\/em> followed that up last month, <a href=\"https:\/\/www.ft.com\/content\/600ae6ad-ea09-4deb-ad55-10513e78a44e\" target=\"_blank\" rel=\"noopener\">reporting<\/a> that subscribers aren&#8217;t logging in as often as they once did. The company also recently <a href=\"https:\/\/www.mediapost.com\/publications\/article\/418877\/netflix-cuts-2026-ad-projection-10-to-27b.html\" target=\"_blank\" rel=\"noopener\">cut ad sales forecasts<\/a>, laid of <a href=\"https:\/\/apnews.com\/article\/netflix-layoffs-2290c8472a155adb9c4b85fdc885bc7e\" target=\"_blank\" rel=\"noopener\">6% of its workforce<\/a>, and <a href=\"https:\/\/deadline.com\/2026\/10\/netflix-town-hall-executives-layoffs-peter-rice-1237170147\/\" target=\"_blank\" rel=\"noopener\">let a couple of longtime executives go<\/a>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">New navigation features alone won&#8217;t solve Netflix&#8217;s problems\u2014I&#8217;ve stopped subscribing year-round because <a href=\"https:\/\/advisorator.com\/members\/2026\/08\/26\/i-just-cancelled-netflix-and-it-feels-great\/\" target=\"_blank\" rel=\"noopener\">the content doesn&#8217;t justify the ever-increasing cost<\/a>\u2014but they might help users understand if they&#8217;ve been missing anything. Instead of guessing at the exact four things each person will want to watch, Netflix is going to try letting users cast a wider net.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Parting tip:<\/strong> If your Netflix algorithm feels stale and you want a reboot, sign into your account in a web browser, head to <a href=\"https:\/\/www.netflix.com\/settings\/viewed\/\" target=\"_blank\" rel=\"noopener\">your viewing activity page<\/a>, then scroll down to find the &#8220;Hide All&#8221; button.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/advisorator.com\/members\/wp-content\/uploads\/2026\/11\/netflixhidehistory-1024x683.jpg\" alt=\"\" class=\"wp-image-14504\" srcset=\"https:\/\/advisorator.com\/members\/wp-content\/uploads\/2026\/11\/netflixhidehistory-1024x683.jpg 1024w, https:\/\/advisorator.com\/members\/wp-content\/uploads\/2026\/11\/netflixhidehistory-768x512.jpg 768w, https:\/\/advisorator.com\/members\/wp-content\/uploads\/2026\/11\/netflixhidehistory-300x200.jpg 300w, https:\/\/advisorator.com\/members\/wp-content\/uploads\/2026\/11\/netflixhidehistory.jpg 1500w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">This will permanently wipe your watch history so you can start over with a clean slate.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><em>Sign up for Jared\u2019s&nbsp;<a href=\"https:\/\/cordcutterweekly.com\/?utm_source=netflixai\" target=\"_blank\" rel=\"noreferrer noopener\">Cord Cutter Weekly newsletter<\/a>&nbsp;for more streaming TV advice.<\/em><\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<div width=\"100%\" class=\"ng-block-f5d7bf09113c5d24 wp-block-newsletterglue-container ng-block\" style=\"color:#333333\"><div><div><div class=\"ng-block-vs ng-block-vs-1\" style=\"height:0px\" height=\"0\" colspan=\"3\"><\/div><\/div><div><div class=\"ng-block-hs ng-block-hs-1\" style=\"width:0px\" height=\"0\"><\/div><div class=\"ng-block-td\" align=\"none\" style=\"font-size:16px;font-family:Helvetica;line-height:1.6;font-weight:normal;padding-top:20px;padding-bottom:20px;padding-left:0px;padding-right:0px;text-align:none;color:#333333;background-color:#f9f9f9;border-radius:8px;border-width:1px;border-style:solid;border-color:#000000\"><div width=\"100%\" class=\"ng-block-e9a9b3e0865fedf1 wp-block-newsletterglue-text ng-block\" style=\"color:#333333\"><div><div><div class=\"ng-block-td\" align=\"none\" style=\"font-size:22px;font-family:Helvetica;line-height:1.6;font-weight:normal;padding-top:8px;padding-bottom:10px;padding-left:20px;padding-right:20px;text-align:none;color:#333333\"><p><strong>Notice the lack of ads and other annoyances in this article?<\/strong><\/p><\/div><\/div><\/div><\/div>\n\n<div 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style=\"font-size:16px;font-family:Helvetica;line-height:1.6;font-weight:normal;padding-top:8px;padding-bottom:10px;padding-left:20px;padding-right:20px;text-align:none;color:#333333\"><p><em>Already an Advisorator member? <a href=\"https:\/\/advisorator.com\/members\/?memberful_endpoint=auth\">Sign in<\/a> to hide this message and access the members-only site.<\/em><\/p><\/div><\/div><\/div><\/div><\/div><div class=\"ng-block-hs ng-block-hs-2\" style=\"width:0px\" height=\"0\"><\/div><\/div><div><div class=\"ng-block-vs ng-block-vs-2\" style=\"height:0px\" height=\"0\" colspan=\"3\"><\/div><\/div><\/div><\/div>\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Predicting exactly what you want to watch has not panned 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