{"id":8,"date":"2025-04-09T08:41:30","date_gmt":"2025-04-09T08:41:30","guid":{"rendered":"http:\/\/localhost\/wordpress\/valancelabs\/?page_id=8"},"modified":"2025-05-05T16:07:23","modified_gmt":"2025-05-05T16:07:23","slug":"home","status":"publish","type":"page","link":"https:\/\/valancelabs.digitalhero.uk.com\/fr\/","title":{"rendered":"Home"},"content":{"rendered":"<section class=\"hero\">\n    <div class=\"bg_obj\">\n        <lottie-player\n            src=\"https:\/\/valancelabs.digitalhero.uk.com\/wp-content\/uploads\/2025\/04\/Main-Page.json\"\n            background=\"transparent\"\n            speed=\"1\"\n            style=\"width: 100%; height: 100%;\"\n            loop\n autoplay>\n        <\/lottie-player>\n    <\/div>\n\n    <div class=\"container\">\n\n        <div class=\"content\">\n\n                            <h1>Solving biology &#038; <span>virtual cells<\/span><\/h1>\n            \n                            <div class=\"desc\">\n                    <p>Powered by Recursion, were industrialising scientific discovery.<\/p>                <\/div>    \n                        \n                            <a href=\"#\" class=\"btn\">\n                    Learn more                    <svg width=\"56\" height=\"56\" viewbox=\"0 0 56 56\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n                        <path d=\"M0 28C0 12.536 12.536 0 28 0C43.464 0 56 12.536 56 28C56 43.464 43.464 56 28 56C12.536 56 0 43.464 0 28Z\" fill=\"#0038C7\"\/>\n                        <path d=\"M21 28H35M35 28L29 22M35 28L29 34\" stroke=\"white\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/>\n                    <\/svg>\n                <\/a>\n            \n        <\/div>\n\n    <\/div>\n<\/section>  \n\n\n<section id=\"our-research\" class=\"our_research\">\n    <div class=\"pattern\">\n        <div class=\"object top_right\">\n            <img decoding=\"async\" src=\"https:\/\/valancelabs.digitalhero.uk.com\/wp-content\/themes\/valancelabs\/src\/images\/top_right.png\" alt=\"Background gradient object\">\n        <\/div>\n        <div class=\"object top_left\">\n            <img decoding=\"async\" src=\"https:\/\/valancelabs.digitalhero.uk.com\/wp-content\/themes\/valancelabs\/src\/images\/top_left.png\" alt=\"Background gradient object\">\n        <\/div>\n        <div class=\"object bottom_right\">\n            <img decoding=\"async\" src=\"https:\/\/valancelabs.digitalhero.uk.com\/wp-content\/themes\/valancelabs\/src\/images\/bottom_right.png\" alt=\"Background gradient object\">\n        <\/div>\n        <div class=\"object bottom_left\">\n            <img decoding=\"async\" src=\"https:\/\/valancelabs.digitalhero.uk.com\/wp-content\/themes\/valancelabs\/src\/images\/bottom_left.png\" alt=\"Background gradient object\">\n        <\/div>\n    <\/div>\n    <div class=\"container\">\n        <h2>Our <span>research<\/span><\/h2>\n        <div class=\"flex__container\">\n            <div class=\"left__col\">\n                                    <div class=\"step\">\n                        <div class=\"left\">\n                                                            <div class=\"tag\">Mesoscale<\/div>\n                                                    <\/div>\n                        <div class=\"right\">\n                            <h3 class=\"title\">Understanding pathway<\/h3>\n                            <div class=\"desc\">\n                                Lorem Ipsum\u00a0is simply dummy text of the printing and typesetting industry. Lorem Ipsum has been the industry&#8217;s standard dummy text ever since the 1500s, when an unknown printer took a galley of type and scrambled it to make a type specimen book.                            <\/div>\n                        <\/div>\n                    <\/div>\n                                    <div class=\"step\">\n                        <div class=\"left\">\n                                                    <\/div>\n                        <div class=\"right\">\n                            <h3 class=\"title\">Protein Interactions<\/h3>\n                            <div class=\"desc\">\n                                Lorem Ipsum\u00a0is simply dummy text of the printing and typesetting industry. Lorem Ipsum has been the industry&#8217;s standard dummy text ever since the 1500s, when an unknown printer took a galley of type and scrambled it to make a type specimen book.                            <\/div>\n                        <\/div>\n                    <\/div>\n                                    <div class=\"step\">\n                        <div class=\"left\">\n                                                            <div class=\"tag\">Mesoscale<\/div>\n                                                    <\/div>\n                        <div class=\"right\">\n                            <h3 class=\"title\">Atomistic Simulation<\/h3>\n                            <div class=\"desc\">\n                                Lorem Ipsum\u00a0is simply dummy text of the printing and typesetting industry. Lorem Ipsum has been the industry&#8217;s standard dummy text ever since the 1500s, when an unknown printer took a galley of type and scrambled it to make a type specimen book.                            <\/div>\n                        <\/div>\n                    <\/div>\n                            <\/div>\n            <div class=\"right__col\">\n                <div class=\"lottie\">\n                    <lottie-player\n                        class=\"sticky__lottie lottie__player\"\n                        src=\"https:\/\/valancelabs.digitalhero.uk.com\/wp-content\/uploads\/2025\/05\/Cell-1.json\"\n                        background=\"transparent\"\n                        speed=\"1\"\n                        style=\"width: 100%; height: 100%;\"\n                        loop>\n                    <\/lottie-player>\n                <\/div>\n            <\/div>\n        <\/div>\n\n    <\/div>\n<\/section>\n\n\n<section class=\"recursion\">\n    <div class=\"container\">\n\n        <h2><p style=\"display: flex; flex-wrap: wrap; align-items: center; margin-bottom: 10px; gap: 10px 0px;\"><strong>Powered by<\/strong> \u00a0 <a style=\"display: flex;\" href=\"https:\/\/www.recursion.com\/\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-276\" src=\"https:\/\/valancelabs.digitalhero.uk.com\/wp-content\/uploads\/2025\/04\/recursion-1.svg\" alt=\"\" width=\"260\" height=\"56\" \/><\/a><\/p>\n<p>We have the platform to make it happen<\/p><\/h2>\n        <div id=\"panels\">\n\n            <div id=\"panels-container\">\n                                    <article id=\"panel-1\" class=\"panel full-screen\" style=\"width: 842px;\">\n                        <div class=\"info\">\n                            <h3>Data generation<\/h3>\n                            <div class=\"desc\">\n                                Lorem Ipsum\u00a0is simply dummy text of the printing and typesetting industry. Lorem Ipsum has been the industry&#8217;s standard dummy text ever since the 1500k.                            <\/div>\n                        <\/div>\n                                                    <div class=\"lottie_mob\">\n                                <lottie-player\n                                    class=\"lottie__player\"\n                                    src=\"https:\/\/valancelabs.digitalhero.uk.com\/wp-content\/uploads\/2025\/04\/1.json\"\n                                    background=\"transparent\"\n                                    speed=\"1\"\n                                    style=\"width: 100%; height: 100%;\"\n                                    autoplay\n loop>\n                                <\/lottie-player>\n                            <\/div>\n                                            <\/article>\n                                    <article id=\"panel-2\" class=\"panel full-screen\" style=\"width: 842px;\">\n                        <div class=\"info\">\n                            <h3>Compute<\/h3>\n                            <div class=\"desc\">\n                                Largest comp in Biopharma. Lorem Ipsum\u00a0is simply dummy text of the printing and typesetting industry. Lorem Ipsum has been the industry&#8217;s.                            <\/div>\n                        <\/div>\n                                                    <div class=\"lottie_mob\">\n                                <lottie-player\n                                    class=\"lottie__player\"\n                                    src=\"https:\/\/valancelabs.digitalhero.uk.com\/wp-content\/uploads\/2025\/04\/2.json\"\n                                    background=\"transparent\"\n                                    speed=\"1\"\n                                    style=\"width: 100%; height: 100%;\"\n                                    autoplay\n loop>\n                                <\/lottie-player>\n                            <\/div>\n                                            <\/article>\n                                    <article id=\"panel-3\" class=\"panel full-screen\" style=\"width: 842px;\">\n                        <div class=\"info\">\n                            <h3>World models<\/h3>\n                            <div class=\"desc\">\n                                Lorem Ipsum\u00a0is simply dummy text of the printing and typesetting industry. Lorem Ipsum has been the industry&#8217;s standard dummy text ever since the 1500k.                            <\/div>\n                        <\/div>\n                                                    <div class=\"lottie_mob\">\n                                <lottie-player\n                                    class=\"lottie__player\"\n                                    src=\"https:\/\/valancelabs.digitalhero.uk.com\/wp-content\/uploads\/2025\/04\/3.json\"\n                                    background=\"transparent\"\n                                    speed=\"1\"\n                                    style=\"width: 100%; height: 100%;\"\n                                    autoplay\n loop>\n                                <\/lottie-player>\n                            <\/div>\n                                            <\/article>\n                            <\/div>\n\n        <\/div>\n\n                    <div class=\"video horizontal_lottie\">\n                <video autoplay muted loop playsinline src=\"https:\/\/valancelabs.digitalhero.uk.com\/wp-content\/uploads\/2025\/04\/AI.mp4\"><\/video>\n            <\/div>\n            <\/div>\n<\/section>\n\n\n<section class=\"whitepaper\">\n    <div class=\"container\">\n        <div class=\"pattern\">\n            <div class=\"object top_right\">\n                <img decoding=\"async\" src=\"https:\/\/valancelabs.digitalhero.uk.com\/wp-content\/themes\/valancelabs\/src\/images\/whitepaper_top_right.svg\" alt=\"Background gradient object\">\n            <\/div>\n            <div class=\"object top_left\">\n                <img decoding=\"async\" src=\"https:\/\/valancelabs.digitalhero.uk.com\/wp-content\/themes\/valancelabs\/src\/images\/whitepaper_top_left.svg\" alt=\"Background gradient object\">\n            <\/div>\n            <div class=\"object bottom_right\">\n                <img decoding=\"async\" src=\"https:\/\/valancelabs.digitalhero.uk.com\/wp-content\/themes\/valancelabs\/src\/images\/whitepaper_bottom_right.svg\" alt=\"Background gradient object\">\n            <\/div>\n        <\/div>\n        <div class=\"content\">\n            <h2><span>Read our<\/span> Whitepaper <\/h2>\n            <div class=\"desc\">\n                Lorem Ipsum\u00a0is simply dummy text of the printing and typesetting industry. Lorem Ipsum has been the industry&#8217;s standard dummy text ever.            <\/div>\n                            <a href=\"#\" class=\"btn btn-secondary\">\n                    Read the Whitepaper                     <svg width=\"25\" height=\"24\" viewbox=\"0 0 25 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n                        <path d=\"M5.5 12H19.5M19.5 12L13.5 6M19.5 12L13.5 18\" stroke=\"white\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/>\n                    <\/svg>\n                <\/a>\n                    <\/div>\n\n        <div class=\"simulation_container\">\n            <div class=\"inner__container\">\n                                    <div class=\"bg\">\n                        <img loading=\"lazy\" decoding=\"async\" width=\"2352\" height=\"836\" src=\"https:\/\/valancelabs.digitalhero.uk.com\/wp-content\/uploads\/2025\/04\/Frame-2087325941.png\" class=\"attachment-full size-full\" alt=\"\" srcset=\"https:\/\/valancelabs.digitalhero.uk.com\/wp-content\/uploads\/2025\/04\/Frame-2087325941.png 2352w, https:\/\/valancelabs.digitalhero.uk.com\/wp-content\/uploads\/2025\/04\/Frame-2087325941-300x107.png 300w, https:\/\/valancelabs.digitalhero.uk.com\/wp-content\/uploads\/2025\/04\/Frame-2087325941-1024x364.png 1024w, https:\/\/valancelabs.digitalhero.uk.com\/wp-content\/uploads\/2025\/04\/Frame-2087325941-768x273.png 768w, https:\/\/valancelabs.digitalhero.uk.com\/wp-content\/uploads\/2025\/04\/Frame-2087325941-1536x546.png 1536w, https:\/\/valancelabs.digitalhero.uk.com\/wp-content\/uploads\/2025\/04\/Frame-2087325941-2048x728.png 2048w, https:\/\/valancelabs.digitalhero.uk.com\/wp-content\/uploads\/2025\/04\/Frame-2087325941-18x6.png 18w\" sizes=\"auto, (max-width: 2352px) 100vw, 2352px\" \/>                    <\/div>\n                                <div class=\"simulation\">\n                    <h2 class=\"title\"><span>Virtual Cells:<\/span> Industrializing Drug Discovery Through Simulation<\/h2>\n                    <div class=\"subtitle\">Valence Labs\u2019 Vision for Virtual Cells<\/div>\n                    <div class=\"sim_content\">\n                        <h4>Abstract<\/h4>\n<p>The objective of drug discovery is to accurately infer the effects of treatments on patients. Drug discovery would therefore be greatly improved if there existed computational models that<br \/>accurately predicted the response of patients to interventions, since this would allow<br \/>practitioners to safely and economically test and optimize a wide range of therapeutic<br \/>hypotheses before ever starting a human clinical trial. Even a more \u201cmodest\u201d model that could<br \/>accurately predict the functional response of a wide variety of cells to genetic and chemical<br \/>interventions would be of tremendous value in designing effective and safe therapeutics more<br \/>likely to produce positive outcomes in the clinic. Creating such virtual cells has long been a goal<br \/>of the computational research community that even today remains an ambition due to the<br \/>daunting scale and complexity of the biomolecular interactions mediating cellular function.<br \/>Nevertheless, a confluence of technological advances suggest that there has never been a<br \/>better time to attempt to build virtual cells. In this perspective, we describe Valence Labs&#8217;s vision<br \/>for virtual cells as a transformative platform to indus drug discovery. We set the context<br \/>for our vision by reviewing historical progress, and outline their integration within a larger<br \/>framework of agentic systems that continuously refine our mechanistic understanding of human<br \/>physiology. We highlight recent advances in machine learning, computational power, and data<br \/>generation that now enable robust simulation of cellular functional responses, and we outline<br \/>key modeling considerations, evaluation benchmarks, and a roadmap for future research.<\/p>                    <\/div>\n                <\/div>\n            <\/div>\n        <\/div>\n    <\/div>\n<\/section>\n\n\n<section class=\"featured_blogs\">\n    <div class=\"bg\">\n        <img decoding=\"async\" src=\"https:\/\/valancelabs.digitalhero.uk.com\/wp-content\/themes\/valancelabs\/src\/images\/highlight_pattern.svg\" alt=\"Background object\">\n    <\/div>\n    <div class=\"container\">\n        <div class=\"title__btn\">\n            <h2>Featured <span>highlights<\/span><\/h2>\n                            <a href=\"#\" class=\"btn\">\n                    Stay informed                    <svg width=\"24\" height=\"24\" viewbox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n                        <path d=\"M5 12H19M19 12L13 6M19 12L13 18\" stroke=\"#0038C7\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/>\n                    <\/svg>\n                <\/a>\n                    <\/div>\n    <\/div>\n\n    <div class=\"container big__container\">\n        <div class=\"blogs__list\">\n                                                <div class=\"blog__item\">\n                        <div class=\"blog__image\">\n                                                            <img loading=\"lazy\" decoding=\"async\" width=\"2001\" height=\"1281\" src=\"https:\/\/valancelabs.digitalhero.uk.com\/wp-content\/uploads\/2025\/04\/dae727f570c380d9b76db764cb0eee2a.png\" class=\"attachment-full size-full wp-post-image\" alt=\"\" srcset=\"https:\/\/valancelabs.digitalhero.uk.com\/wp-content\/uploads\/2025\/04\/dae727f570c380d9b76db764cb0eee2a.png 2001w, https:\/\/valancelabs.digitalhero.uk.com\/wp-content\/uploads\/2025\/04\/dae727f570c380d9b76db764cb0eee2a-300x192.png 300w, https:\/\/valancelabs.digitalhero.uk.com\/wp-content\/uploads\/2025\/04\/dae727f570c380d9b76db764cb0eee2a-1024x656.png 1024w, https:\/\/valancelabs.digitalhero.uk.com\/wp-content\/uploads\/2025\/04\/dae727f570c380d9b76db764cb0eee2a-768x492.png 768w, https:\/\/valancelabs.digitalhero.uk.com\/wp-content\/uploads\/2025\/04\/dae727f570c380d9b76db764cb0eee2a-1536x983.png 1536w, https:\/\/valancelabs.digitalhero.uk.com\/wp-content\/uploads\/2025\/04\/dae727f570c380d9b76db764cb0eee2a-18x12.png 18w\" sizes=\"auto, (max-width: 2001px) 100vw, 2001px\" \/>                                                    <\/div>\n                        <div class=\"blog__content\">\n                            <div class=\"blog__meta\">\n                                                                    <span class=\"blog__tags\">\n                                        <div class=\"tag\"https:>Blog<\/div>                                     <\/span>\n                                                                <span class=\"blog__date\">avril 9th, 2025<\/span>\n                            <\/div>\n                            <a href=\"https:\/\/valancelabs.digitalhero.uk.com\/fr\/introducing-openqdc-the-open-source-hub-of-ml-ready-quantum-datasets\/\" class=\"blog__title\">Introducing OpenQDC &#8211; The Open-Source Hub of ML-Ready Quantum Datasets<\/a>\n                            <p class=\"blog__excerpt\">We curated and consolidated 40+ quantum mechanics (QM) datasets, covering 1.5 billion geometries across 70 atom species and 250+ QM&#8230;<\/p>\n                            <a href=\"https:\/\/valancelabs.digitalhero.uk.com\/fr\/introducing-openqdc-the-open-source-hub-of-ml-ready-quantum-datasets\/\" class=\"read_more\">\n                                Read more\n                                <svg width=\"24\" height=\"24\" viewbox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n                                    <path d=\"M5 12H19M19 12L13 6M19 12L13 18\" stroke=\"#0038C7\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/>\n                                <\/svg>\n                            <\/a>\n                        <\/div>\n                    <\/div>\n                                    <div class=\"blog__item\">\n                        <div class=\"blog__image\">\n                                                            <img loading=\"lazy\" decoding=\"async\" width=\"680\" height=\"791\" src=\"https:\/\/valancelabs.digitalhero.uk.com\/wp-content\/uploads\/2025\/04\/Frame-2087325827.png\" class=\"attachment-full size-full wp-post-image\" alt=\"\" srcset=\"https:\/\/valancelabs.digitalhero.uk.com\/wp-content\/uploads\/2025\/04\/Frame-2087325827.png 680w, https:\/\/valancelabs.digitalhero.uk.com\/wp-content\/uploads\/2025\/04\/Frame-2087325827-258x300.png 258w, https:\/\/valancelabs.digitalhero.uk.com\/wp-content\/uploads\/2025\/04\/Frame-2087325827-10x12.png 10w\" sizes=\"auto, (max-width: 680px) 100vw, 680px\" \/>                                                    <\/div>\n                        <div class=\"blog__content\">\n                            <div class=\"blog__meta\">\n                                                                    <span class=\"blog__tags\">\n                                        <div class=\"tag\"https:>Blog<\/div>                                     <\/span>\n                                                                <span class=\"blog__date\">avril 10th, 2025<\/span>\n                            <\/div>\n                            <a href=\"https:\/\/valancelabs.digitalhero.uk.com\/fr\/introducing-molgps-a-foundational-gnn-for-molecular-property-prediction\/\" class=\"blog__title\">Introducing MolGPS \u2014 A Foundational GNN for Molecular Property Prediction<\/a>\n                            <p class=\"blog__excerpt\">Scaling deep learning models has been at the heart of recent revolutions in language modeling and image generation. Practitioners have&#8230;<\/p>\n                            <a href=\"https:\/\/valancelabs.digitalhero.uk.com\/fr\/introducing-molgps-a-foundational-gnn-for-molecular-property-prediction\/\" class=\"read_more\">\n                                Read more\n                                <svg width=\"24\" height=\"24\" viewbox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n                                    <path d=\"M5 12H19M19 12L13 6M19 12L13 18\" stroke=\"#0038C7\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/>\n                                <\/svg>\n                            <\/a>\n                        <\/div>\n                    <\/div>\n                                    <div class=\"blog__item\">\n                        <div class=\"blog__image\">\n                                                            <img loading=\"lazy\" decoding=\"async\" width=\"680\" height=\"791\" src=\"https:\/\/valancelabs.digitalhero.uk.com\/wp-content\/uploads\/2025\/04\/Frame-2087325827-1.png\" class=\"attachment-full size-full wp-post-image\" alt=\"\" srcset=\"https:\/\/valancelabs.digitalhero.uk.com\/wp-content\/uploads\/2025\/04\/Frame-2087325827-1.png 680w, https:\/\/valancelabs.digitalhero.uk.com\/wp-content\/uploads\/2025\/04\/Frame-2087325827-1-258x300.png 258w, https:\/\/valancelabs.digitalhero.uk.com\/wp-content\/uploads\/2025\/04\/Frame-2087325827-1-10x12.png 10w\" sizes=\"auto, (max-width: 680px) 100vw, 680px\" \/>                                                    <\/div>\n                        <div class=\"blog__content\">\n                            <div class=\"blog__meta\">\n                                                                    <span class=\"blog__tags\">\n                                        <div class=\"tag\"https:>Blog<\/div>                                     <\/span>\n                                                                <span class=\"blog__date\">avril 10th, 2025<\/span>\n                            <\/div>\n                            <a href=\"https:\/\/valancelabs.digitalhero.uk.com\/fr\/lowe-an-llm-orchestrated-workflow-engine-unleashing-the-full-power-of-recursions-data-and-tools\/\" class=\"blog__title\">LOWE. An\u00a0LLM-Orchestrated Workflow\u00a0Engine unleashing the full power of Recursion\u2019s data and tools<\/a>\n                            <p class=\"blog__excerpt\">LOWE\u2014our LLM-orchestrated Workflow Engine\u2014is an LLM agent that represents th&#8230;<\/p>\n                            <a href=\"https:\/\/valancelabs.digitalhero.uk.com\/fr\/lowe-an-llm-orchestrated-workflow-engine-unleashing-the-full-power-of-recursions-data-and-tools\/\" class=\"read_more\">\n                                Read more\n                                <svg width=\"24\" height=\"24\" viewbox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n                                    <path d=\"M5 12H19M19 12L13 6M19 12L13 18\" stroke=\"#0038C7\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/>\n                                <\/svg>\n                            <\/a>\n                        <\/div>\n                    <\/div>\n                                                    <\/div>\n    <\/div>\n<\/section>","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-8","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.0 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Valance Labs<\/title>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Valance Labs\" \/>\n<meta property=\"og:url\" content=\"https:\/\/valancelabs.digitalhero.uk.com\/fr\/\" \/>\n<meta property=\"og:site_name\" content=\"Valance Labs\" \/>\n<meta property=\"article:modified_time\" content=\"2025-05-05T16:07:23+00:00\" 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