You Must Subscribe to Keep Reading… – CXO Advisory<\/title>\n\t<link rel=\"canonical\" href=\"https:\/\/www.cxoadvisory.com\/subscription-options\/\"\/>\n\t<\/p>\n<link rel=\"stylesheet\" id=\"wp-block-library-css\" href=\"https:\/\/www.cxoadvisory.com\/wp-includes\/css\/dist\/block-library\/style.min.css?ver=ab2e9b0cc748853925ca259616ef4fff.1761880777\" type=\"text\/css\" media=\"all\"\/>\n<link rel=\"stylesheet\" id=\"wishlist-box-basic-blocks-style-css\" href=\"https:\/\/www.cxoadvisory.com\/wp-content\/plugins\/wishlist-member\/features\/box-basic\/dist\/style.css?ver=ab2e9b0cc748853925ca259616ef4fff.1761880777\" type=\"text\/css\" media=\"all\"\/>\n<link rel=\"stylesheet\" id=\"mediaelement-css\" href=\"https:\/\/www.cxoadvisory.com\/wp-includes\/js\/mediaelement\/mediaelementplayer-legacy.min.css?ver=4.2.17.1761880777\" type=\"text\/css\" media=\"all\"\/>\n<link rel=\"stylesheet\" id=\"wp-mediaelement-css\" 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href=\"https:\/\/www.cxoadvisory.com\/wp-json\/oembed\/1.0\/embed?url=https%3A%2F%2Fwww.cxoadvisory.com%2Fsubscription-options%2F\"\/>\n<link rel=\"alternate\" title=\"oEmbed (XML)\" type=\"text\/xml+oembed\" href=\"https:\/\/www.cxoadvisory.com\/wp-json\/oembed\/1.0\/embed?url=https%3A%2F%2Fwww.cxoadvisory.com%2Fsubscription-options%2F&format=xml\"\/>\n<p>\t\t<\/p>\n<p>\t\t<\/p>\n<p>\t<\/p>\n<p><\/head><\/p>\n<p><body class=\"wp-singular page-template page-template-subscription-gate page-template-subscription-gate-php page page-id-8636 wp-theme-cxo\" id=\"wp_automatic_ReadabilityBody\"><\/p>\n<div class=\"top_bar\">\n<p>Objective research to aid investing decisions<\/p>\n<\/p><\/div>\n<div class=\"main\">\n<div class=\"c_allocations\">\n<div class=\"c_allocation\">\n<h4 class=\"allocation_title\">Value Investing Strategy <span>(<a href=\"https:\/\/www.cxoadvisory.com\/strategies\/\">Strategy Overview<\/a>)<\/span><\/h4>\n<div class=\"allocations\">\n<p>\n Allocations for December 2025 (Final) <\/p>\n<p>\n <span class=\"allocations-signals-value\"><strong>Cash<\/strong> <i class=\"fas fa-lock\"\/><\/span><span class=\"allocations-signals-value\"><strong>TLT<\/strong> <i class=\"fas fa-lock\"\/><\/span><span class=\"allocations-signals-value\"><strong>LQD<\/strong> <i class=\"fas fa-lock\"\/><\/span><span class=\"allocations-signals-value\"><strong>SPY<\/strong> <i class=\"fas fa-lock\"\/><\/span> <\/p>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"c_allocation\">\n<h4 class=\"allocation_title\">Momentum Investing Strategy <span>(<a href=\"https:\/\/www.cxoadvisory.com\/strategies\/\">Strategy Overview<\/a>)<\/span><\/h4>\n<div class=\"allocations\">\n<p>\n Allocations for December 2025 (Final) <\/p>\n<p>\n <span class=\"allocations-signals-value\"><strong>1st ETF<\/strong> <i class=\"fas fa-lock\"\/><\/span><span class=\"allocations-signals-value\"><strong>2nd ETF<\/strong> <i class=\"fas fa-lock\"\/><\/span><span class=\"allocations-signals-value\"><strong>3rd ETF<\/strong> <i class=\"fas fa-lock\"\/><\/span> <\/p>\n<\/p><\/div>\n<\/p><\/div>\n<\/div>\n<div class=\"container\">\n<div id=\"subscribe_area\" class=\"container-main\">\n<div class=\"premium_preview_container\">\n<p class=\"posted_cat\">December 1, 2025 \u2022 <strong>Posted in<\/strong> <a href=\"https:\/\/www.cxoadvisory.com\/individual-investing\/\" rel=\"category tag\">Individual Investing<\/a>, <a href=\"https:\/\/www.cxoadvisory.com\/investing-expertise\/\" rel=\"category tag\">Investing Expertise<\/a><\/p>\n<div class=\"premium_preview\">\n<p>Can a large language model (LLM) applied to social media data catalog the strategy choices, sentiment and trading behavior of retail investors? In the November 2025 revision of their paper entitled<a href=\"https:\/\/ssrn.com\/abstract=4867401\" target=\"_blank\" rel=\"noopener\"> \u201cWisdom or Whims? Decoding Retail Strategies with Social Media and AI\u201d<\/a>, Shuaiyu Chen, Lin Peng and Dexin Zhou apply <a href=\"https:\/\/platform.openai.com\/docs\/models\/gpt-4-turbo\" target=\"_blank\" rel=\"noopener\">GPT-4 Turbo<\/a> and <a href=\"https:\/\/grokipedia.com\/page\/BERT_(language_model)\" target=\"_blank\" rel=\"noopener\">BERT<\/a> to <a href=\"https:\/\/stocktwits.com\/\" target=\"_blank\" rel=\"noopener\">StockTwits<\/a> messages to classify retail investor strategies as: (1) technical analysis (TA); (2) fundamental analysis (FA); (3) other strategies (such as options trading); or, (4) no strategy. They then relate strategy classes to future stock returns and trading activity. Using StockTwits messages posted by 840,846 investors on 7,834 common stocks and associated accounting, price, trade order and financial news during January 2010 through June 2023, <em>they find that:<\/em> <a href=\"https:\/\/www.cxoadvisory.com\/investing-expertise\/fundamental-retail-investors-beat-technical\/#more-47419\" class=\"more-link\"><span aria-label=\"Continue reading Fundamental Retail Investors Beat Technical?\">(more\u2026)<\/span><\/a><\/p>\n<\/div><\/div>\n<div class=\"subscription-prompt\">\n <i class=\"fas fa-key\"\/><\/p>\n<div class=\"subscription-prompt-content\">\n<p><span class=\"highlight\">Please <a href=\"https:\/\/www.cxoadvisory.com\/login\/\" title=\"CXO Login\" class=\"login-link\">log in<\/a> or <a href=\"https:\/\/www.cxoadvisory.com\/premium\/\" title=\"CXO Premium Subscription\">subscribe<\/a> to continue reading…<\/span><br \/><span class=\"more-line\">Gain access to hundreds of premium articles, our momentum strategy, full RSS feeds, and more! \u00a0<a href=\"https:\/\/www.cxoadvisory.com\/premium\/\" title=\"CXO Premium Subscription\">Learn more<\/a> <i class=\"fas fa-long-arrow-right\"\/><\/span><\/p>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/div>\n<\/div>\n<p>\t<br \/>\n\t<\/p>\n<p><\/p>\n<p><\/body>\n<\/div>\n\n","protected":false},"excerpt":{"rendered":"<p>You Must Subscribe to Keep Reading… – CXO Advisory Objective research to aid investing decisions Value Investing Strategy (Strategy Overview) Allocations for December 2025 (Final) Cash TLT LQD SPY Momentum Investing Strategy (Strategy Overview) Allocations for December 2025 (Final) 1st ETF 2nd ETF 3rd ETF December 1, 2025 \u2022 Posted in Individual Investing, Investing Expertise […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[96],"tags":[3646,16595],"dealstore":[],"offerexpiration":[],"class_list":["post-326859","post","type-post","status-publish","format-standard","hentry","category-investing","tag-reading","tag-subscribe"],"yoast_head":"\n<title>You Must Subscribe to Keep Reading... - 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\n\tYou Must Subscribe to Keep Reading… – CXO Advisory<\/title>\n\t<link rel=\"canonical\" href=\"https:\/\/www.cxoadvisory.com\/subscription-options\/\"\/>\n\t<\/p>\n<link rel=\"stylesheet\" id=\"wp-block-library-css\" href=\"https:\/\/www.cxoadvisory.com\/wp-includes\/css\/dist\/block-library\/style.min.css?ver=ab2e9b0cc748853925ca259616ef4fff.1761880777\" type=\"text\/css\" media=\"all\"\/>\n<link rel=\"stylesheet\" id=\"wishlist-box-basic-blocks-style-css\" href=\"https:\/\/www.cxoadvisory.com\/wp-content\/plugins\/wishlist-member\/features\/box-basic\/dist\/style.css?ver=ab2e9b0cc748853925ca259616ef4fff.1761880777\" type=\"text\/css\" media=\"all\"\/>\n<link rel=\"stylesheet\" id=\"mediaelement-css\" href=\"https:\/\/www.cxoadvisory.com\/wp-includes\/js\/mediaelement\/mediaelementplayer-legacy.min.css?ver=4.2.17.1761880777\" type=\"text\/css\" media=\"all\"\/>\n<link rel=\"stylesheet\" id=\"wp-mediaelement-css\" 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href=\"https:\/\/www.cxoadvisory.com\/wp-json\/oembed\/1.0\/embed?url=https%3A%2F%2Fwww.cxoadvisory.com%2Fsubscription-options%2F\"\/>\n<link rel=\"alternate\" title=\"oEmbed (XML)\" type=\"text\/xml+oembed\" href=\"https:\/\/www.cxoadvisory.com\/wp-json\/oembed\/1.0\/embed?url=https%3A%2F%2Fwww.cxoadvisory.com%2Fsubscription-options%2F&format=xml\"\/>\n<p>\t\t<\/p>\n<p>\t\t<\/p>\n<p>\t<\/p>\n<p><\/head><\/p>\n<p><body class=\"wp-singular page-template page-template-subscription-gate page-template-subscription-gate-php page page-id-8636 wp-theme-cxo\" id=\"wp_automatic_ReadabilityBody\"><\/p>\n<div class=\"top_bar\">\n<p>Objective research to aid investing decisions<\/p>\n<\/p><\/div>\n<div class=\"main\">\n<div class=\"c_allocations\">\n<div class=\"c_allocation\">\n<h4 class=\"allocation_title\">Value Investing Strategy <span>(<a href=\"https:\/\/www.cxoadvisory.com\/strategies\/\">Strategy Overview<\/a>)<\/span><\/h4>\n<div class=\"allocations\">\n<p>\n Allocations for December 2025 (Final) <\/p>\n<p>\n <span class=\"allocations-signals-value\"><strong>Cash<\/strong> <i class=\"fas fa-lock\"\/><\/span><span class=\"allocations-signals-value\"><strong>TLT<\/strong> <i class=\"fas fa-lock\"\/><\/span><span class=\"allocations-signals-value\"><strong>LQD<\/strong> <i class=\"fas fa-lock\"\/><\/span><span class=\"allocations-signals-value\"><strong>SPY<\/strong> <i class=\"fas fa-lock\"\/><\/span> <\/p>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"c_allocation\">\n<h4 class=\"allocation_title\">Momentum Investing Strategy <span>(<a href=\"https:\/\/www.cxoadvisory.com\/strategies\/\">Strategy Overview<\/a>)<\/span><\/h4>\n<div class=\"allocations\">\n<p>\n Allocations for December 2025 (Final) <\/p>\n<p>\n <span class=\"allocations-signals-value\"><strong>1st ETF<\/strong> <i class=\"fas fa-lock\"\/><\/span><span class=\"allocations-signals-value\"><strong>2nd ETF<\/strong> <i class=\"fas fa-lock\"\/><\/span><span class=\"allocations-signals-value\"><strong>3rd ETF<\/strong> <i class=\"fas fa-lock\"\/><\/span> <\/p>\n<\/p><\/div>\n<\/p><\/div>\n<\/div>\n<div class=\"container\">\n<div id=\"subscribe_area\" class=\"container-main\">\n<div class=\"premium_preview_container\">\n<p class=\"posted_cat\">December 1, 2025 \u2022 <strong>Posted in<\/strong> <a href=\"https:\/\/www.cxoadvisory.com\/individual-investing\/\" rel=\"category tag\">Individual Investing<\/a>, <a href=\"https:\/\/www.cxoadvisory.com\/investing-expertise\/\" rel=\"category tag\">Investing Expertise<\/a><\/p>\n<div class=\"premium_preview\">\n<p>Can a large language model (LLM) applied to social media data catalog the strategy choices, sentiment and trading behavior of retail investors? In the November 2025 revision of their paper entitled<a href=\"https:\/\/ssrn.com\/abstract=4867401\" target=\"_blank\" rel=\"noopener\"> \u201cWisdom or Whims? Decoding Retail Strategies with Social Media and AI\u201d<\/a>, Shuaiyu Chen, Lin Peng and Dexin Zhou apply <a href=\"https:\/\/platform.openai.com\/docs\/models\/gpt-4-turbo\" target=\"_blank\" rel=\"noopener\">GPT-4 Turbo<\/a> and <a href=\"https:\/\/grokipedia.com\/page\/BERT_(language_model)\" target=\"_blank\" rel=\"noopener\">BERT<\/a> to <a href=\"https:\/\/stocktwits.com\/\" target=\"_blank\" rel=\"noopener\">StockTwits<\/a> messages to classify retail investor strategies as: (1) technical analysis (TA); (2) fundamental analysis (FA); (3) other strategies (such as options trading); or, (4) no strategy. They then relate strategy classes to future stock returns and trading activity. Using StockTwits messages posted by 840,846 investors on 7,834 common stocks and associated accounting, price, trade order and financial news during January 2010 through June 2023, <em>they find that:<\/em> <a href=\"https:\/\/www.cxoadvisory.com\/investing-expertise\/fundamental-retail-investors-beat-technical\/#more-47419\" class=\"more-link\"><span aria-label=\"Continue reading Fundamental Retail Investors Beat Technical?\">(more\u2026)<\/span><\/a><\/p>\n<\/div><\/div>\n<div class=\"subscription-prompt\">\n <i class=\"fas fa-key\"\/><\/p>\n<div class=\"subscription-prompt-content\">\n<p><span class=\"highlight\">Please <a href=\"https:\/\/www.cxoadvisory.com\/login\/\" title=\"CXO Login\" class=\"login-link\">log in<\/a> or <a href=\"https:\/\/www.cxoadvisory.com\/premium\/\" title=\"CXO Premium Subscription\">subscribe<\/a> to continue reading…<\/span><br \/><span class=\"more-line\">Gain access to hundreds of premium articles, our momentum strategy, full RSS feeds, and more! \u00a0<a href=\"https:\/\/www.cxoadvisory.com\/premium\/\" title=\"CXO Premium Subscription\">Learn more<\/a> <i class=\"fas fa-long-arrow-right\"\/><\/span><\/p>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/div>\n<\/div>\n<p>\t<br \/>\n\t<\/p>\n<p><\/p>\n<p><\/body>\n<\/div>\n\n","protected":false},"excerpt":{"rendered":"<p>You Must Subscribe to Keep Reading… – CXO Advisory Objective research to aid investing decisions Value Investing Strategy (Strategy Overview) Allocations for December 2025 (Final) Cash TLT LQD SPY Momentum Investing Strategy (Strategy Overview) Allocations for December 2025 (Final) 1st ETF 2nd ETF 3rd ETF December 1, 2025 \u2022 Posted in Individual Investing, Investing Expertise […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[96],"tags":[3646,16595],"dealstore":[],"offerexpiration":[],"class_list":["post-326859","post","type-post","status-publish","format-standard","hentry","category-investing","tag-reading","tag-subscribe"],"yoast_head":"\n<title>You Must Subscribe to Keep Reading... - 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