{"id":14546,"date":"2025-09-25T14:29:00","date_gmt":"2025-09-25T18:29:00","guid":{"rendered":"https:\/\/laplaceinsights.com\/?p=14546"},"modified":"2025-10-02T17:16:58","modified_gmt":"2025-10-02T21:16:58","slug":"applications-of-ai-for-securities-selection","status":"publish","type":"post","link":"https:\/\/laplaceinsights.com\/fr\/applications-of-ai-for-securities-selection\/","title":{"rendered":"Applications of AI for Securities Selection"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"14546\" class=\"elementor elementor-14546\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3aa42ecf elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3aa42ecf\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-622367a8\" data-id=\"622367a8\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4c4ebbf2 elementor-widget elementor-widget-heading\" data-id=\"4c4ebbf2\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Applications of AI for Securities Selection<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5bb04dad elementor-widget elementor-widget-text-editor\" data-id=\"5bb04dad\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>With so much available information, today\u2019s challenge is not accessing data, it is how to efficiently filter and act on the most relevant information \u2014\u00a0 a perfect job for AI. We have recently <a href=\"https:\/\/youtu.be\/QSihUtUzGHs\"><u>discussed in detail<\/u><\/a>\u00a0how GenAI is a great approach for analyzing text and unstructured data, where Machine Learning is superior for gaining insights based on numerical data. \u00a0<\/p><p>Today we\u2019ll dig deeper into what that means for the specific tasks that portfolio managers deal with on a day-to-day basis.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5a0c8ab elementor-widget elementor-widget-heading\" data-id=\"5a0c8ab\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">GenAI tasks and use cases for portfolio managers<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3dbf22dc e-grid e-con-full e-con e-parent\" data-id=\"3dbf22dc\" data-element_type=\"container\" data-settings=\"{&quot;container_type&quot;:&quot;grid&quot;,&quot;content_width&quot;:&quot;full&quot;,&quot;grid_columns_grid&quot;:{&quot;unit&quot;:&quot;fr&quot;,&quot;size&quot;:2,&quot;sizes&quot;:[]},&quot;grid_rows_grid&quot;:{&quot;unit&quot;:&quot;fr&quot;,&quot;size&quot;:1,&quot;sizes&quot;:[]},&quot;grid_outline&quot;:&quot;yes&quot;,&quot;grid_columns_grid_widescreen&quot;:{&quot;unit&quot;:&quot;fr&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;grid_columns_grid_laptop&quot;:{&quot;unit&quot;:&quot;fr&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;grid_columns_grid_tablet_extra&quot;:{&quot;unit&quot;:&quot;fr&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;grid_columns_grid_tablet&quot;:{&quot;unit&quot;:&quot;fr&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;grid_columns_grid_mobile_extra&quot;:{&quot;unit&quot;:&quot;fr&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;grid_columns_grid_mobile&quot;:{&quot;unit&quot;:&quot;fr&quot;,&quot;size&quot;:1,&quot;sizes&quot;:[]},&quot;grid_rows_grid_widescreen&quot;:{&quot;unit&quot;:&quot;fr&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;grid_rows_grid_laptop&quot;:{&quot;unit&quot;:&quot;fr&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;grid_rows_grid_tablet_extra&quot;:{&quot;unit&quot;:&quot;fr&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;grid_rows_grid_tablet&quot;:{&quot;unit&quot;:&quot;fr&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;grid_rows_grid_mobile_extra&quot;:{&quot;unit&quot;:&quot;fr&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;grid_rows_grid_mobile&quot;:{&quot;unit&quot;:&quot;fr&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;grid_auto_flow&quot;:&quot;row&quot;,&quot;grid_auto_flow_widescreen&quot;:&quot;row&quot;,&quot;grid_auto_flow_laptop&quot;:&quot;row&quot;,&quot;grid_auto_flow_tablet_extra&quot;:&quot;row&quot;,&quot;grid_auto_flow_tablet&quot;:&quot;row&quot;,&quot;grid_auto_flow_mobile_extra&quot;:&quot;row&quot;,&quot;grid_auto_flow_mobile&quot;:&quot;row&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ede4933 elementor-widget elementor-widget-image\" data-id=\"3ede4933\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"174\" height=\"215\" src=\"https:\/\/laplaceinsights.com\/wp-content\/uploads\/2025\/10\/Diane-post-image-1.png\" class=\"attachment-large size-large wp-image-14547\" alt=\"\" srcset=\"https:\/\/laplaceinsights.com\/wp-content\/uploads\/2025\/10\/Diane-post-image-1.png 174w, https:\/\/laplaceinsights.com\/wp-content\/uploads\/2025\/10\/Diane-post-image-1-10x12.png 10w\" sizes=\"(max-width: 174px) 100vw, 174px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3e82f8b3 elementor-widget elementor-widget-text-editor\" data-id=\"3e82f8b3\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>GenAI is especially helpful with language data, both spoken and written. GenAI is useful for any task that requires digesting reports, speeches, or publications, including:<\/p><ul><li>Analyze the business model and competitive landscape of a specific firm<\/li><li>Summarizing earnings call transcripts<\/li><li>Extract key takeaways from Fed meetings<\/li><li>Capture insights from long reports<\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6d9eee0 elementor-widget elementor-widget-heading\" data-id=\"6d9eee0\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Machine Learning tasks and use cases for portfolio managers<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ab8a15 e-grid e-con-full e-con e-parent\" data-id=\"3ab8a15\" data-element_type=\"container\" data-settings=\"{&quot;container_type&quot;:&quot;grid&quot;,&quot;content_width&quot;:&quot;full&quot;,&quot;grid_columns_grid&quot;:{&quot;unit&quot;:&quot;fr&quot;,&quot;size&quot;:2,&quot;sizes&quot;:[]},&quot;grid_rows_grid&quot;:{&quot;unit&quot;:&quot;fr&quot;,&quot;size&quot;:1,&quot;sizes&quot;:[]},&quot;grid_outline&quot;:&quot;yes&quot;,&quot;grid_columns_grid_widescreen&quot;:{&quot;unit&quot;:&quot;fr&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;grid_columns_grid_laptop&quot;:{&quot;unit&quot;:&quot;fr&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;grid_columns_grid_tablet_extra&quot;:{&quot;unit&quot;:&quot;fr&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;grid_columns_grid_tablet&quot;:{&quot;unit&quot;:&quot;fr&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;grid_columns_grid_mobile_extra&quot;:{&quot;unit&quot;:&quot;fr&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;grid_columns_grid_mobile&quot;:{&quot;unit&quot;:&quot;fr&quot;,&quot;size&quot;:1,&quot;sizes&quot;:[]},&quot;grid_rows_grid_widescreen&quot;:{&quot;unit&quot;:&quot;fr&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;grid_rows_grid_laptop&quot;:{&quot;unit&quot;:&quot;fr&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;grid_rows_grid_tablet_extra&quot;:{&quot;unit&quot;:&quot;fr&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;grid_rows_grid_tablet&quot;:{&quot;unit&quot;:&quot;fr&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;grid_rows_grid_mobile_extra&quot;:{&quot;unit&quot;:&quot;fr&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;grid_rows_grid_mobile&quot;:{&quot;unit&quot;:&quot;fr&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;grid_auto_flow&quot;:&quot;row&quot;,&quot;grid_auto_flow_widescreen&quot;:&quot;row&quot;,&quot;grid_auto_flow_laptop&quot;:&quot;row&quot;,&quot;grid_auto_flow_tablet_extra&quot;:&quot;row&quot;,&quot;grid_auto_flow_tablet&quot;:&quot;row&quot;,&quot;grid_auto_flow_mobile_extra&quot;:&quot;row&quot;,&quot;grid_auto_flow_mobile&quot;:&quot;row&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1e4d0077 elementor-widget elementor-widget-image\" data-id=\"1e4d0077\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"192\" height=\"192\" src=\"https:\/\/laplaceinsights.com\/wp-content\/uploads\/2025\/10\/Diane-post-image-2.png\" class=\"attachment-large size-large wp-image-14548\" alt=\"\" srcset=\"https:\/\/laplaceinsights.com\/wp-content\/uploads\/2025\/10\/Diane-post-image-2.png 192w, https:\/\/laplaceinsights.com\/wp-content\/uploads\/2025\/10\/Diane-post-image-2-150x150.png 150w, https:\/\/laplaceinsights.com\/wp-content\/uploads\/2025\/10\/Diane-post-image-2-12x12.png 12w\" sizes=\"(max-width: 192px) 100vw, 192px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4581465a elementor-widget elementor-widget-text-editor\" data-id=\"4581465a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Every portfolio managers knows that <strong>m<\/strong><strong>arket behavior doesn\u2019t always align with the most diligent fundamental analysis<\/strong>, so understanding the dynamics of prices is crucial to avoid opportunity costs and better inform portfolio decisions. The tasks where Machine Learning adds significant value include:<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3c81c3f6 elementor-widget elementor-widget-text-editor\" data-id=\"3c81c3f6\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul><li>Early identification of emerging stocks with strong risk-adjusted return potential<\/li><li>Finding assets with potential that have not yet popped using traditional means<\/li><li>Receiving alerts to better know when to act<\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7546f166 elementor-widget elementor-widget-heading\" data-id=\"7546f166\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">For more information<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-44e597c1 elementor-widget elementor-widget-text-editor\" data-id=\"44e597c1\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-size: 16px;\">Using Machine Learning to understand markets and make better investment decisions is our passion at Laplace Insights. If you\u2019d like to learn more about how PSIMON, our purpose built machine learning solution, could work for you,\u00a0please <\/span><span style=\"text-decoration: underline;\"><a href=\"http:\/\/old.laplaceinsights.com\/contact-us\/\">contact us.<\/a><\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9924fcb elementor-widget elementor-widget-spacer\" data-id=\"9924fcb\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Applications of AI for Securities Selection With so much available information, today\u2019s challenge is not accessing data, it is how to efficiently filter and act on the most relevant information \u2014\u00a0 a perfect job for AI. We have recently discussed in detail\u00a0how GenAI is a great approach for analyzing text and unstructured data, where Machine [&hellip;]<\/p>","protected":false},"author":1,"featured_media":14491,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"default","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[15],"tags":[],"_links":{"self":[{"href":"https:\/\/laplaceinsights.com\/fr\/wp-json\/wp\/v2\/posts\/14546"}],"collection":[{"href":"https:\/\/laplaceinsights.com\/fr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/laplaceinsights.com\/fr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/laplaceinsights.com\/fr\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/laplaceinsights.com\/fr\/wp-json\/wp\/v2\/comments?post=14546"}],"version-history":[{"count":4,"href":"https:\/\/laplaceinsights.com\/fr\/wp-json\/wp\/v2\/posts\/14546\/revisions"}],"predecessor-version":[{"id":14554,"href":"https:\/\/laplaceinsights.com\/fr\/wp-json\/wp\/v2\/posts\/14546\/revisions\/14554"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/laplaceinsights.com\/fr\/wp-json\/wp\/v2\/media\/14491"}],"wp:attachment":[{"href":"https:\/\/laplaceinsights.com\/fr\/wp-json\/wp\/v2\/media?parent=14546"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/laplaceinsights.com\/fr\/wp-json\/wp\/v2\/categories?post=14546"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/laplaceinsights.com\/fr\/wp-json\/wp\/v2\/tags?post=14546"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}