{"id":13997,"date":"2025-09-09T21:17:22","date_gmt":"2025-09-09T21:17:22","guid":{"rendered":"https:\/\/humanoid.guide\/rapport-sur-le-marche-des-robots-humanoides-a-lhorizon-2026\/"},"modified":"2026-06-23T10:35:49","modified_gmt":"2026-06-23T10:35:49","slug":"rapport-sur-le-marche-des-robots-humanoides-a-lhorizon-2026","status":"publish","type":"page","link":"https:\/\/humanoid.guide\/fr\/rapport-sur-le-marche-des-robots-humanoides-a-lhorizon-2026\/","title":{"rendered":"Rapport sur le march\u00e9 des robots humano\u00efdes \u00e0 l&rsquo;horizon 2026"},"content":{"rendered":"\n<style>li.wc-block-product.post-4991 .wc-block-components-product-image img {\n\taspect-ratio: 1 !important;\n}\n  .hg-video {\n    position: relative;\n    width: 100%;\n    max-width: 1200px;   \/* juster etter behov *\/\n    margin: 0 auto;\n    aspect-ratio: 16 \/ 9; \/* desktop default *\/\n    background: #F2D500;\n    overflow: hidden;\n  }\n  .hg-video iframe {\n    position: absolute;\n    inset: 0;\n    width: 100%;\n    height: 100%;\n    border: 0;\n  }\n  \/* Knappe-stil *\/\n  .video-button {\n    position: absolute;\n    bottom: 20px;\n    right: 20px;\n    background: white;\n    color: black;\n    padding: 12px 20px;\n    border-radius: 12px;\n    font-size: 18px;\n    font-weight: bold;\n    text-decoration: none;\n    box-shadow: 0 2px 6px rgba(0,0,0,0.2);\n    transition: all 0.2s ease;\n    display: flex;\n    flex-direction: column;\n    align-items: center;\n    line-height: 1.1;\n  }\n.video-button .update-tag {\n    font-size: 0.5em;\n    opacity: 0.7;\n    margin-top: 4px;\n  }\n  .video-button:hover { background: black; color: white; }\n  \/* Desktop & tablet: st\u00f8rre knapp *\/\n  @media (min-width: 768px) {\n    .video-button {\n      padding: 24px 40px;\n      font-size: 36px;\n      border-radius: 20px;\n    }\n  }\n  \/* Vis desktop-video som standard, skjul mobil *\/\n  .video-desktop { display: block; }\n  .video-mobile  { display: none; }\n  \/* P\u00e5 mobil: bytt til 1:1-video og kvadratisk canvas *\/\n  @media (max-width: 767px) {\n    .hg-video { aspect-ratio: 1 \/ 1; } \/* kvadratisk *\/\n    .video-desktop { display: none; }\n    .video-mobile  { display: block; }\n  }\n<\/style><div class=\"hg-video\"><!-- Desktop\/Tablet (16:9) --><iframe class=\"video-desktop\" src=\"https:\/\/www.youtube.com\/embed\/XZ07mZw_J0A?rel=0&#038;autoplay=1&#038;mute=1&#038;loop=1&#038;playlist=XZ07mZw_J0A&#038;controls=0&#038;modestbranding=1&#038;fs=0&#038;playsinline=1&#038;disablekb=1&#038;iv_load_policy=3\" title=\"Humanoid report \u2013 widescreen\"><\/iframe><!-- Mobil (1:1) --><iframe class=\"video-mobile\" src=\"https:\/\/www.youtube.com\/embed\/hCLxOvBOyeM?rel=0&#038;autoplay=1&#038;mute=1&#038;loop=1&#038;playlist=hCLxOvBOyeM&#038;controls=0&#038;modestbranding=1&#038;fs=0&#038;playsinline=1&#038;disablekb=1&#038;iv_load_policy=3\" title=\"Humanoid report \u2013 square (1:1)\"><\/iframe><a href=\"https:\/\/humanoid.guide\/humanoid-robot-report-2025-2026\/\" class=\"video-button\">Buy full report\n  <span class=\"update-tag\">Updated May 2026<\/span><\/a><\/div>\n\n<h2 class=\"wp-block-heading has-text-align-center\">Le march\u00e9 des robots humano\u00efdes \u00e0 l&rsquo;horizon 2026<br\/>Tout ce que vous devez savoir<\/h2>\n\n<style>html {\n    scroll-behavior: smooth;\n  }\n\n  \/* Gr\u00f8nn NEW-badge *\/\n  .hg-new-badge-inline {\n    display: inline-block;\n    background: #21C547;\n    color: #fff;\n    font-weight: 800;\n    font-size: 0.75em;\n    padding: 3px 10px;\n    border-radius: 6px;\n    letter-spacing: 0.08em;\n    vertical-align: middle;\n    margin-right: 8px;\n    line-height: 1.4;\n  }\n\n  \/* Pulsende Updated-link *\/\n  .hg-updated-link {\n    color: inherit;\n    text-decoration-line: underline;\n    text-decoration-color: #FFE600;\n    text-decoration-thickness: 3px;\n    text-underline-offset: 4px;\n\n    display: inline-block;\n    animation: hgPulse 2.2s ease-in-out infinite;\n    transition: all 0.25s ease;\n  }\n\n  \/* Hover *\/\n  .hg-updated-link:hover {\n    color: #000;\n    text-decoration-color: #000;\n  }\n\n  \/* Soft pulse *\/\n  @keyframes hgPulse {\n    0% {\n      transform: scale(1);\n      opacity: 1;\n    }\n    50% {\n      transform: scale(1.03);\n      opacity: 0.92;\n    }\n    100% {\n      transform: scale(1);\n      opacity: 1;\n    }\n  }\n<\/style><p style=\"text-align: center;\"><span class=\"hg-new-badge-inline\">NEW<\/span><a href=\"#updated\" class=\"hg-updated-link\"><strong>Updated May 2026<\/strong><\/a>\u2013 this report is for you who are shaping the future of robotics: investors, suppliers, humanoid companies, robot integrators, software providers, roboticists, and both industrial and domestic users \u2013 and to all you fellow geeks out there.\n<\/p>\n\n<div style=\"text-align: center; margin: 30px 0;\">\n  <a href=\"https:\/\/humanoid.guide\/humanoid-robot-report-2025-2026\/\" style=\"display: inline-flex; flex-direction: column; align-items: center; background: #21C547; color: #000; padding: 18px 40px; border-radius: 12px; text-decoration: none; font-weight: bold; font-family: inherit; box-shadow: 0 8px 20px rgba(0,0,0,0.2); line-height: 1.1; transition: all 0.2s ease;\" onmouseover=\"this.style.background='#F8E60A'; this.style.color='#000'; this.style.transform='translateY(-2px)'; this.style.boxShadow='0 12px 28px rgba(0,0,0,0.25)';\" onmouseout=\"this.style.background='#21C547'; this.style.color='#000'; this.style.transform='translateY(0)'; this.style.boxShadow='0 8px 20px rgba(0,0,0,0.2)';\">\n     <span style=\"font-size: 24px; display: inline-flex; align-items: center; gap: 10px;\">\n Acheter le rapport complet\n      <svg width=\"22\" height=\"26\" viewbox=\"0 0 24 28\" fill=\"currentColor\" style=\"flex-shrink: 0;\">\n        <path d=\"M14 0H2C0.9 0 0 0.9 0 2v24c0 1.1 0.9 2 2 2h20c1.1 0 2-0.9 2-2V10L14 0zm-1 11V1.5L22.5 11H13z\"><\/path>\n        <text x=\"12\" y=\"22\" font-family=\"Arial, sans-serif\" font-size=\"7\" font-weight=\"bold\" text-anchor=\"middle\" fill=\"#21C547\">PDF<\/text>\n      <\/svg>\n   <\/span>\n    <span style=\"font-size: 11px; font-weight: 600; opacity: 0.75; margin-top: 6px; letter-spacing: 0.5px;\">Mise \u00e0 jour en mai 2026<\/span>\n  <\/a>\n<\/div>\n\n<p class=\"has-text-align-center has-small-font-size wp-block-paragraph\" style=\"margin-top:-28px;margin-bottom:-28px;padding-top:0px;padding-right:0;padding-bottom:0px;padding-left:0\"><\/p>\n\n<h2 class=\"wp-block-heading has-text-align-center has-xxlarge-font-size\">Objet du pr\u00e9sent rapport<\/h2>\n\n<p class=\"has-text-align-center has-medium-font-size wp-block-paragraph\">Les robots humano\u00efdes passent d\u00e9sormais du stade de la d\u00e9monstration \u00e0 celui du d\u00e9ploiement. Ce rapport fournit une base de r\u00e9f\u00e9rence commune, fond\u00e9e sur des donn\u00e9es, afin que les concepteurs, les acheteurs et les investisseurs puissent agir en toute confiance en sachant ce qui est d\u00e9j\u00e0 une r\u00e9alit\u00e9, ce qui fait encore d\u00e9faut et ce que l&rsquo;avenir r\u00e9serve. <\/p>\n\n<h3 class=\"wp-block-heading has-text-align-center has-large-font-size\">Contributeurs :<\/h3>\n<style>.kb-row-layout-id4637_1c53d7-70 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id4637_1c53d7-70 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id4637_1c53d7-70 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);}.kb-row-layout-id4637_1c53d7-70 > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}.kb-row-layout-id4637_1c53d7-70 > .kt-row-column-wrap{grid-template-columns:repeat(3, minmax(0, 1fr));}.kb-row-layout-id4637_1c53d7-70 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id4637_1c53d7-70 > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}}@media all and (max-width: 1024px){.kb-row-layout-id4637_1c53d7-70 > .kt-row-column-wrap{grid-template-columns:repeat(3, minmax(0, 1fr));}}@media all and (max-width: 767px){.kb-row-layout-id4637_1c53d7-70 > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}.kb-row-layout-id4637_1c53d7-70 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id4637_1c53d7-70 alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-3-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top kt-inner-column-height-full\">\n<style>.kadence-column4637_5ff102-57 > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);}.kadence-column4637_5ff102-57 > .kt-inside-inner-col,.kadence-column4637_5ff102-57 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column4637_5ff102-57 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4637_5ff102-57 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4637_5ff102-57 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4637_5ff102-57 > .kt-inside-inner-col{background-color:var(--global-palette8, #F7FAFC);}.kadence-column4637_5ff102-57 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4637_5ff102-57{position:relative;}@media all and (max-width: 1024px){.kadence-column4637_5ff102-57 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4637_5ff102-57 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4637_5ff102-57\"><div class=\"kt-inside-inner-col\">\n<figure class=\"wp-block-image size-full is-style-rounded wp-duotone-unset-1\" style=\"margin-right:0;margin-left:0\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"800\" src=\"https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/1754402297969.jpeg\" alt=\"\" class=\"wp-image-4828\" srcset=\"https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/1754402297969.jpeg 800w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/1754402297969-300x300.jpeg.webp 300w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/1754402297969-100x100.jpeg 100w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/1754402297969-600x600.jpeg 600w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/1754402297969-150x150.jpeg.webp 150w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/1754402297969-768x768.jpeg.webp 768w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/1754402297969-380x380.jpeg 380w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/1754402297969-435x435.jpeg 435w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/1754402297969-50x50.jpeg 50w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center\">Aaron Saunders<\/h2>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\"><strong>Ancien directeur technique de Boston Dynamics<\/strong> ,<br\/> <strong>maintenant DeepMind<br\/><br\/> \u00ab <strong>Le facteur de diff\u00e9renciation cl\u00e9 sera la capacit\u00e9 \u00e0 adopter une vision \u00e0 long terme.<\/strong><\/strong> \u00bb<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column4637_2c2738-86 > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);}.kadence-column4637_2c2738-86 > .kt-inside-inner-col,.kadence-column4637_2c2738-86 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column4637_2c2738-86 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4637_2c2738-86 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4637_2c2738-86 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4637_2c2738-86 > .kt-inside-inner-col{background-color:var(--global-palette8, #F7FAFC);}.kadence-column4637_2c2738-86 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4637_2c2738-86{position:relative;}@media all and (max-width: 1024px){.kadence-column4637_2c2738-86 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4637_2c2738-86 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4637_2c2738-86\"><div class=\"kt-inside-inner-col\">\n<figure class=\"wp-block-image size-full is-style-rounded\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"800\" src=\"https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/1697544166760.jpeg\" alt=\"\" class=\"wp-image-4826\" srcset=\"https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/1697544166760.jpeg 800w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/1697544166760-300x300.jpeg.webp 300w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/1697544166760-100x100.jpeg 100w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/1697544166760-600x600.jpeg 600w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/1697544166760-150x150.jpeg.webp 150w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/1697544166760-768x768.jpeg.webp 768w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/1697544166760-380x380.jpeg 380w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/1697544166760-435x435.jpeg 435w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/1697544166760-50x50.jpeg 50w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center\">Rob Knight<\/h2>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\"><strong>Expert en humano\u00efdes open source<\/strong><\/p>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">\u00ab<strong>Les mains constituent la partie la plus difficile du d\u00e9fi le plus ardu : un jeu que l&rsquo;on ne peut jamais mener \u00e0 son terme. \u00bb<\/strong><\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column4637_ee17af-1a > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);}.kadence-column4637_ee17af-1a > .kt-inside-inner-col,.kadence-column4637_ee17af-1a > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column4637_ee17af-1a > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4637_ee17af-1a > .kt-inside-inner-col{flex-direction:column;}.kadence-column4637_ee17af-1a > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4637_ee17af-1a > .kt-inside-inner-col{background-color:var(--global-palette8, #F7FAFC);}.kadence-column4637_ee17af-1a > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4637_ee17af-1a{position:relative;}@media all and (max-width: 1024px){.kadence-column4637_ee17af-1a > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4637_ee17af-1a > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4637_ee17af-1a\"><div class=\"kt-inside-inner-col\">\n<figure class=\"wp-block-image size-full is-style-rounded\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"800\" src=\"https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/perivar.jpg\" alt=\"\" class=\"wp-image-5046\" srcset=\"https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/perivar.jpg 800w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/perivar-300x300.jpg.webp 300w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/perivar-100x100.jpg 100w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/perivar-600x600.jpg 600w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/perivar-150x150.jpg.webp 150w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/perivar-768x768.jpg.webp 768w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/perivar-380x380.jpg 380w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/perivar-435x435.jpg 435w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/perivar-50x50.jpg 50w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center\"><a href=\"https:\/\/www.linkedin.com\/in\/mario-mauerer\/overlay\/about-this-profile\/\"><\/a>Par Ivar Selvaag<\/h2>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\"><strong><strong><strong>Ancien vice-pr\u00e9sident charg\u00e9 du design chez 1X<\/strong><\/strong><\/strong><br\/><br\/>\u00ab<strong><strong><strong><strong><strong>La confiance envers les humano\u00efdes se gagne lorsque la forme est au service de la fonctionnalit\u00e9, que le comportement est compr\u00e9hensible et que les d\u00e9faillances ne pr\u00e9sentent aucun danger.<\/strong><\/strong><\/strong><\/strong><\/strong>\u00bb<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column4637_0fc52b-61 > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);}.kadence-column4637_0fc52b-61 > .kt-inside-inner-col,.kadence-column4637_0fc52b-61 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column4637_0fc52b-61 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4637_0fc52b-61 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4637_0fc52b-61 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4637_0fc52b-61 > .kt-inside-inner-col{background-color:var(--global-palette8, #F7FAFC);}.kadence-column4637_0fc52b-61 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4637_0fc52b-61{position:relative;}@media all and (max-width: 1024px){.kadence-column4637_0fc52b-61 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4637_0fc52b-61 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4637_0fc52b-61\"><div class=\"kt-inside-inner-col\">\n<figure class=\"wp-block-image size-full is-style-rounded wp-duotone-unset-2\" style=\"margin-right:0;margin-left:0\"><img loading=\"lazy\" decoding=\"async\" width=\"516\" height=\"516\" src=\"https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/jone_saebbo.jpg\" alt=\"Jone S&#xE6;bb&#xF8;\" class=\"wp-image-4951\" srcset=\"https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/jone_saebbo.jpg 516w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/jone_saebbo-300x300.jpg.webp 300w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/jone_saebbo-100x100.jpg 100w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/jone_saebbo-380x380.jpg 380w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/jone_saebbo-150x150.jpg.webp 150w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/jone_saebbo-435x435.jpg 435w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/jone_saebbo-50x50.jpg 50w\" sizes=\"auto, (max-width: 516px) 100vw, 516px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center\">Jone S\u00e6bb\u00f8<\/h2>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\"><strong>Aker BP<\/strong><br\/><br\/> \u00ab<strong>La pr\u00e9sence d&rsquo;humano\u00efdes en mer n&rsquo;est peut-\u00eatre pas une id\u00e9e si farfelue que cela, apr\u00e8s tout<\/strong> \u00bb<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column4637_011167-9d > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);}.kadence-column4637_011167-9d > .kt-inside-inner-col,.kadence-column4637_011167-9d > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column4637_011167-9d > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4637_011167-9d > .kt-inside-inner-col{flex-direction:column;}.kadence-column4637_011167-9d > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4637_011167-9d > .kt-inside-inner-col{background-color:var(--global-palette8, #F7FAFC);}.kadence-column4637_011167-9d > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4637_011167-9d{position:relative;}@media all and (max-width: 1024px){.kadence-column4637_011167-9d > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4637_011167-9d > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4637_011167-9d\"><div class=\"kt-inside-inner-col\">\n<figure class=\"wp-block-image size-full is-style-rounded\"><img loading=\"lazy\" decoding=\"async\" width=\"516\" height=\"516\" src=\"https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/1699891877998.jpeg\" alt=\"\" class=\"wp-image-4882\" srcset=\"https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/1699891877998.jpeg 516w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/1699891877998-300x300.jpeg.webp 300w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/1699891877998-100x100.jpeg 100w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/1699891877998-380x380.jpeg 380w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/1699891877998-150x150.jpeg.webp 150w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/1699891877998-435x435.jpeg 435w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/1699891877998-50x50.jpeg 50w\" sizes=\"auto, (max-width: 516px) 100vw, 516px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center\">Kristoffer Gjerde<\/h2>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\"><strong>Cognite<\/strong><br\/><br\/> \u00ab<strong><strong><strong>La prochaine vague d\u2019IA arrive, <\/strong><br\/><strong>et elle est physique<\/strong><\/strong><\/strong>\u00bb<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column4637_e84b6c-15 > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);}.kadence-column4637_e84b6c-15 > .kt-inside-inner-col,.kadence-column4637_e84b6c-15 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column4637_e84b6c-15 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4637_e84b6c-15 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4637_e84b6c-15 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4637_e84b6c-15 > .kt-inside-inner-col{background-color:var(--global-palette8, #F7FAFC);}.kadence-column4637_e84b6c-15 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4637_e84b6c-15{position:relative;}@media all and (max-width: 1024px){.kadence-column4637_e84b6c-15 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4637_e84b6c-15 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4637_e84b6c-15\"><div class=\"kt-inside-inner-col\">\n<figure class=\"wp-block-image size-full is-style-rounded\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"800\" src=\"https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/1711236152100.jpeg\" alt=\"\" class=\"wp-image-5023\" srcset=\"https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/1711236152100.jpeg 800w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/1711236152100-300x300.jpeg.webp 300w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/1711236152100-100x100.jpeg 100w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/1711236152100-600x600.jpeg 600w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/1711236152100-150x150.jpeg.webp 150w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/1711236152100-768x768.jpeg.webp 768w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/1711236152100-380x380.jpeg 380w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/1711236152100-435x435.jpeg 435w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/1711236152100-50x50.jpeg 50w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center\">le professeur Utku Buyuksahin,<\/h2>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\"><strong>Sensobright<\/strong><br\/><br\/> \u00ab<strong><strong><strong><strong>Du bout des doigts \u00e0 la perception globale du corps, la perception tactile red\u00e9finit la s\u00e9curit\u00e9, la dext\u00e9rit\u00e9 et l\u2019autonomie des robots humano\u00efdes.<\/strong><\/strong><\/strong><\/strong>\u00bb<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column4637_afac84-7f > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);}.kadence-column4637_afac84-7f > .kt-inside-inner-col,.kadence-column4637_afac84-7f > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column4637_afac84-7f > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4637_afac84-7f > .kt-inside-inner-col{flex-direction:column;}.kadence-column4637_afac84-7f > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4637_afac84-7f > .kt-inside-inner-col{background-color:var(--global-palette8, #F7FAFC);}.kadence-column4637_afac84-7f > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4637_afac84-7f{position:relative;}@media all and (max-width: 1024px){.kadence-column4637_afac84-7f > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4637_afac84-7f > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4637_afac84-7f\"><div class=\"kt-inside-inner-col\">\n<figure class=\"wp-block-image size-full is-style-rounded\"><img loading=\"lazy\" decoding=\"async\" width=\"500\" height=\"500\" src=\"https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/1576020721274.jpeg\" alt=\"\" class=\"wp-image-4829\" srcset=\"https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/1576020721274.jpeg 500w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/1576020721274-300x300.jpeg.webp 300w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/1576020721274-100x100.jpeg 100w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/1576020721274-380x380.jpeg 380w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/1576020721274-150x150.jpeg.webp 150w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/1576020721274-435x435.jpeg 435w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/1576020721274-50x50.jpeg 50w\" sizes=\"auto, (max-width: 500px) 100vw, 500px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center\">Mario Mauerer<\/h2>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\"><strong>Maxon<\/strong><br\/><br\/>\u00ab\u00a0<strong><strong>L\u2019avenir de la robotique se joue au niveau de ses articulations : efficacit\u00e9, int\u00e9gration et s\u00e9curit\u00e9, tout commence par l\u2019actionneur.<\/strong><\/strong>\u00bb<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column4637_5b0130-e6 > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);}.kadence-column4637_5b0130-e6 > .kt-inside-inner-col,.kadence-column4637_5b0130-e6 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column4637_5b0130-e6 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4637_5b0130-e6 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4637_5b0130-e6 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4637_5b0130-e6 > .kt-inside-inner-col{background-color:var(--global-palette8, #F7FAFC);}.kadence-column4637_5b0130-e6 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4637_5b0130-e6{position:relative;}@media all and (max-width: 1024px){.kadence-column4637_5b0130-e6 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4637_5b0130-e6 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4637_5b0130-e6\"><div class=\"kt-inside-inner-col\">\n<figure class=\"wp-block-image size-full is-style-rounded\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"800\" src=\"https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/1672660410580.jpeg\" alt=\"\" class=\"wp-image-4883\" srcset=\"https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/1672660410580.jpeg 800w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/1672660410580-300x300.jpeg.webp 300w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/1672660410580-100x100.jpeg 100w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/1672660410580-600x600.jpeg 600w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/1672660410580-150x150.jpeg.webp 150w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/1672660410580-768x768.jpeg.webp 768w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/1672660410580-380x380.jpeg 380w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/1672660410580-435x435.jpeg 435w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/1672660410580-50x50.jpeg 50w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center\"><a href=\"https:\/\/www.linkedin.com\/in\/mario-mauerer\/overlay\/about-this-profile\/\"><\/a>Christian Rokseth<\/h2>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\"><strong><strong>Robotics Investor<\/strong><\/strong><br\/><br\/>\u00ab<strong><strong><strong><strong><strong>Le march\u00e9 des robots humano\u00efdes offre des opportunit\u00e9s financi\u00e8res sans pr\u00e9c\u00e9dent aux investisseurs, aux fournisseurs et aux clients.<\/strong><\/strong><\/strong><\/strong><\/strong>\u00bb<\/p>\n<\/div><\/div>\n\n<\/div><\/div>\n<div style=\"text-align: center; margin: 30px 0;\">\n  <a href=\"https:\/\/humanoid.guide\/humanoid-robot-report-2025-2026\/\" style=\"display: inline-flex; flex-direction: column; align-items: center; background: #21C547; color: #000; padding: 18px 40px; border-radius: 12px; text-decoration: none; font-weight: bold; font-family: inherit; box-shadow: 0 8px 20px rgba(0,0,0,0.2); line-height: 1.1; transition: all 0.2s ease;\" onmouseover=\"this.style.background='#F8E60A'; this.style.color='#000'; this.style.transform='translateY(-2px)'; this.style.boxShadow='0 12px 28px rgba(0,0,0,0.25)';\" onmouseout=\"this.style.background='#21C547'; this.style.color='#000'; this.style.transform='translateY(0)'; this.style.boxShadow='0 8px 20px rgba(0,0,0,0.2)';\">\n     <span style=\"font-size: 24px; display: inline-flex; align-items: center; gap: 10px;\">\n Acheter le rapport complet\n      <svg width=\"22\" height=\"26\" viewbox=\"0 0 24 28\" fill=\"currentColor\" style=\"flex-shrink: 0;\">\n        <path d=\"M14 0H2C0.9 0 0 0.9 0 2v24c0 1.1 0.9 2 2 2h20c1.1 0 2-0.9 2-2V10L14 0zm-1 11V1.5L22.5 11H13z\"><\/path>\n        <text x=\"12\" y=\"22\" font-family=\"Arial, sans-serif\" font-size=\"7\" font-weight=\"bold\" text-anchor=\"middle\" fill=\"#21C547\">PDF<\/text>\n      <\/svg>\n   <\/span>\n    <span style=\"font-size: 11px; font-weight: 600; opacity: 0.75; margin-top: 6px; letter-spacing: 0.5px;\">Mise \u00e0 jour en mai 2026<\/span>\n  <\/a>\n<\/div>\n\n<h3 class=\"wp-block-heading has-text-align-center has-large-font-size\">\u00c0 qui s&rsquo;adresse ce service \u2013 et ce qu&rsquo;il vous apporte<\/h3>\n<style>.kb-row-layout-id4637_9fbee8-4d > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id4637_9fbee8-4d > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id4637_9fbee8-4d > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);}.kb-row-layout-id4637_9fbee8-4d > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}.kb-row-layout-id4637_9fbee8-4d > .kt-row-column-wrap{grid-template-columns:repeat(3, minmax(0, 1fr));}.kb-row-layout-id4637_9fbee8-4d > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id4637_9fbee8-4d > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}}@media all and (max-width: 1024px){.kb-row-layout-id4637_9fbee8-4d > .kt-row-column-wrap{grid-template-columns:repeat(3, minmax(0, 1fr));}}@media all and (max-width: 767px){.kb-row-layout-id4637_9fbee8-4d > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}.kb-row-layout-id4637_9fbee8-4d > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id4637_9fbee8-4d alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-3-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column4637_99b85b-27 > .kt-inside-inner-col,.kadence-column4637_99b85b-27 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column4637_99b85b-27 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4637_99b85b-27 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4637_99b85b-27 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4637_99b85b-27 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4637_99b85b-27{position:relative;}@media all and (max-width: 1024px){.kadence-column4637_99b85b-27 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4637_99b85b-27 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4637_99b85b-27\"><div class=\"kt-inside-inner-col\">\n<p class=\"has-text-align-center wp-block-paragraph\"><strong>Investisseurs<\/strong>: <br\/>Le timing, les acteurs fiables et les signaux de risque\/rendement ; comment la demande, les courbes de co\u00fbts et la r\u00e9glementation influencent les rendements.<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column4637_99e8b0-2a > .kt-inside-inner-col,.kadence-column4637_99e8b0-2a > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column4637_99e8b0-2a > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4637_99e8b0-2a > .kt-inside-inner-col{flex-direction:column;}.kadence-column4637_99e8b0-2a > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4637_99e8b0-2a > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4637_99e8b0-2a{position:relative;}@media all and (max-width: 1024px){.kadence-column4637_99e8b0-2a > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4637_99e8b0-2a > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4637_99e8b0-2a\"><div class=\"kt-inside-inner-col\">\n<p class=\"has-text-align-center wp-block-paragraph\"><strong>Fournisseurs<\/strong>:<br\/>O\u00f9 la demande en composants va exploser (commandes manuelles, actionneurs, capteurs, calcul) et comment se positionner au sein des piles gagnantes.<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column4637_ef2113-3a > .kt-inside-inner-col,.kadence-column4637_ef2113-3a > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column4637_ef2113-3a > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4637_ef2113-3a > .kt-inside-inner-col{flex-direction:column;}.kadence-column4637_ef2113-3a > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4637_ef2113-3a > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4637_ef2113-3a{position:relative;}@media all and (max-width: 1024px){.kadence-column4637_ef2113-3a > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4637_ef2113-3a > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4637_ef2113-3a\"><div class=\"kt-inside-inner-col\">\n<p class=\"has-text-align-center wp-block-paragraph\"><strong>Entreprises sp\u00e9cialis\u00e9es dans les humano\u00efdes<\/strong>:<br\/>Ce pour quoi les clients sont pr\u00eats \u00e0 payer en priorit\u00e9 ; indicateurs cl\u00e9s de performance (KPI) probants ; strat\u00e9gies de commercialisation qui vont au-del\u00e0 des simples d\u00e9monstrations.<\/p>\n<\/div><\/div>\n\n<\/div><\/div><style>.kb-row-layout-id4637_1e9f08-f9 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id4637_1e9f08-f9 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id4637_1e9f08-f9 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);}.kb-row-layout-id4637_1e9f08-f9 > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}.kb-row-layout-id4637_1e9f08-f9 > .kt-row-column-wrap{grid-template-columns:repeat(3, minmax(0, 1fr));}.kb-row-layout-id4637_1e9f08-f9 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id4637_1e9f08-f9 > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}}@media all and (max-width: 1024px){.kb-row-layout-id4637_1e9f08-f9 > .kt-row-column-wrap{grid-template-columns:repeat(3, minmax(0, 1fr));}}@media all and (max-width: 767px){.kb-row-layout-id4637_1e9f08-f9 > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}.kb-row-layout-id4637_1e9f08-f9 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id4637_1e9f08-f9 alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-3-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column4637_686331-36 > .kt-inside-inner-col,.kadence-column4637_686331-36 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column4637_686331-36 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4637_686331-36 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4637_686331-36 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4637_686331-36 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4637_686331-36{position:relative;}@media all and (max-width: 1024px){.kadence-column4637_686331-36 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4637_686331-36 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4637_686331-36\"><div class=\"kt-inside-inner-col\">\n<p class=\"has-text-align-center wp-block-paragraph\"><strong>Int\u00e9grateurs de robots<\/strong>:<br\/>. La place des humano\u00efdes dans les processus existants ; s\u00e9curit\u00e9, certification et interfaces syst\u00e8me : les aspects essentiels.<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column4637_b023c7-ab > .kt-inside-inner-col,.kadence-column4637_b023c7-ab > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column4637_b023c7-ab > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4637_b023c7-ab > .kt-inside-inner-col{flex-direction:column;}.kadence-column4637_b023c7-ab > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4637_b023c7-ab > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4637_b023c7-ab{position:relative;}@media all and (max-width: 1024px){.kadence-column4637_b023c7-ab > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4637_b023c7-ab > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4637_b023c7-ab\"><div class=\"kt-inside-inner-col\">\n<p class=\"has-text-align-center wp-block-paragraph\"><strong>\u00c9diteurs de logiciels<\/strong>:<br\/>Comment les couches VLA\/syst\u00e8me d&rsquo;exploitation robotique cr\u00e9ent de la valeur ; les pipelines de donn\u00e9es et les API que les acheteurs int\u00e9greront r\u00e9ellement.<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column4637_29d236-30 > .kt-inside-inner-col,.kadence-column4637_29d236-30 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column4637_29d236-30 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4637_29d236-30 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4637_29d236-30 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4637_29d236-30 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4637_29d236-30{position:relative;}@media all and (max-width: 1024px){.kadence-column4637_29d236-30 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4637_29d236-30 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4637_29d236-30\"><div class=\"kt-inside-inner-col\">\n<p class=\"has-text-align-center wp-block-paragraph\"><strong>Sp\u00e9cialistes en robotique<\/strong>:<br\/>Les obstacles en mati\u00e8re de manipulation, de fiabilit\u00e9 et de s\u00e9curit\u00e9 ; l\u00e0 o\u00f9 la recherche d&rsquo;aujourd&rsquo;hui ouvre la voie aux revenus de demain.<\/p>\n<\/div><\/div>\n\n<\/div><\/div><style>.kb-row-layout-id4637_f8a3d2-69 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id4637_f8a3d2-69 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id4637_f8a3d2-69 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);}.kb-row-layout-id4637_f8a3d2-69 > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}.kb-row-layout-id4637_f8a3d2-69 > .kt-row-column-wrap{grid-template-columns:repeat(3, minmax(0, 1fr));}.kb-row-layout-id4637_f8a3d2-69 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id4637_f8a3d2-69 > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}}@media all and (max-width: 1024px){.kb-row-layout-id4637_f8a3d2-69 > .kt-row-column-wrap{grid-template-columns:repeat(3, minmax(0, 1fr));}}@media all and (max-width: 767px){.kb-row-layout-id4637_f8a3d2-69 > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}.kb-row-layout-id4637_f8a3d2-69 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id4637_f8a3d2-69 alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-3-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column4637_7b3172-b0 > .kt-inside-inner-col,.kadence-column4637_7b3172-b0 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column4637_7b3172-b0 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4637_7b3172-b0 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4637_7b3172-b0 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4637_7b3172-b0 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4637_7b3172-b0{position:relative;}@media all and (max-width: 1024px){.kadence-column4637_7b3172-b0 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4637_7b3172-b0 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4637_7b3172-b0\"><div class=\"kt-inside-inner-col\">\n<p class=\"has-text-align-center wp-block-paragraph\"><strong>Utilisateurs industriels<\/strong>:<br\/>Cas d&rsquo;utilisation concrets (bo\u00eete + balai), calcul du retour sur investissement, pr\u00e9visions en mati\u00e8re de disponibilit\u00e9 et de MTBF, et guides de d\u00e9ploiement.<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column4637_14567b-d6 > .kt-inside-inner-col,.kadence-column4637_14567b-d6 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column4637_14567b-d6 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4637_14567b-d6 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4637_14567b-d6 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4637_14567b-d6 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4637_14567b-d6{position:relative;}@media all and (max-width: 1024px){.kadence-column4637_14567b-d6 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4637_14567b-d6 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4637_14567b-d6\"><div class=\"kt-inside-inner-col\">\n<p class=\"has-text-align-center wp-block-paragraph\"><strong>Particuliers<\/strong>:<br\/>Des premi\u00e8res t\u00e2ches r\u00e9alistes, des niveaux de prix adapt\u00e9s et des exigences en mati\u00e8re de confiance et de s\u00e9curit\u00e9 sur la voie de l&rsquo;adoption par les particuliers.<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column4637_e0688e-24 > .kt-inside-inner-col,.kadence-column4637_e0688e-24 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column4637_e0688e-24 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4637_e0688e-24 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4637_e0688e-24 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4637_e0688e-24 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4637_e0688e-24{position:relative;}@media all and (max-width: 1024px){.kadence-column4637_e0688e-24 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4637_e0688e-24 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4637_e0688e-24\"><div class=\"kt-inside-inner-col\">\n<p class=\"has-text-align-center wp-block-paragraph\"><strong>\u2026et \u00e0 tous les passionn\u00e9s de technologie<\/strong>:<br\/>Un regard lucide au-del\u00e0 du battage m\u00e9diatique : ce qui est vrai, ce qui nous attend et pourquoi c&rsquo;est important.<\/p>\n<\/div><\/div>\n\n<\/div><\/div>\n<p class=\"has-text-align-center wp-block-paragraph\">Si vous connaissez des personnes appartenant \u00e0 ces groupes ou \u00e0 des r\u00e9seaux connexes qui s&rsquo;int\u00e9ressent aux humano\u00efdes, vous pouvez percevoir une commission de 30 % en <a href=\"https:\/\/humanoid.guide\/affiliate-portal\/?fa_form=register\">rejoignant notre programme d&rsquo;affiliation<\/a>.<\/p>\n\n<div style=\"text-align: center; margin: 30px 0;\">\n  <a href=\"https:\/\/humanoid.guide\/humanoid-robot-report-2025-2026\/\" style=\"display: inline-flex; flex-direction: column; align-items: center; background: #21C547; color: #000; padding: 18px 40px; border-radius: 12px; text-decoration: none; font-weight: bold; font-family: inherit; box-shadow: 0 8px 20px rgba(0,0,0,0.2); line-height: 1.1; transition: all 0.2s ease;\" onmouseover=\"this.style.background='#F8E60A'; this.style.color='#000'; this.style.transform='translateY(-2px)'; this.style.boxShadow='0 12px 28px rgba(0,0,0,0.25)';\" onmouseout=\"this.style.background='#21C547'; this.style.color='#000'; this.style.transform='translateY(0)'; this.style.boxShadow='0 8px 20px rgba(0,0,0,0.2)';\">\n     <span style=\"font-size: 24px; display: inline-flex; align-items: center; gap: 10px;\">\n Acheter le rapport complet\n      <svg width=\"22\" height=\"26\" viewbox=\"0 0 24 28\" fill=\"currentColor\" style=\"flex-shrink: 0;\">\n        <path d=\"M14 0H2C0.9 0 0 0.9 0 2v24c0 1.1 0.9 2 2 2h20c1.1 0 2-0.9 2-2V10L14 0zm-1 11V1.5L22.5 11H13z\"><\/path>\n        <text x=\"12\" y=\"22\" font-family=\"Arial, sans-serif\" font-size=\"7\" font-weight=\"bold\" text-anchor=\"middle\" fill=\"#21C547\">PDF<\/text>\n      <\/svg>\n   <\/span>\n    <span style=\"font-size: 11px; font-weight: 600; opacity: 0.75; margin-top: 6px; letter-spacing: 0.5px;\">Mise \u00e0 jour en mai 2026<\/span>\n  <\/a>\n<\/div>\n\n<p class=\"has-text-align-center wp-block-paragraph\">Pour r\u00e9pondre \u00e0 la demande g\u00e9n\u00e9rale, nous avons cr\u00e9\u00e9 <a href=\"https:\/\/humanoid.guide\/humanoid-robot-report-2025-2026-chinese\/\">une version en chinois de ce rapport<\/a>.<\/p>\n\n<p class=\"has-text-align-center wp-block-paragraph\"><a href=\"https:\/\/humanoid.guide\/humanoid-robot-report-2025-2026-chinese\/\">Cliquez ici pour consulter la version en chinois<\/a><\/p>\n\n<h2 class=\"wp-block-heading has-text-align-center\">Structure du rapport :<\/h2>\n<style>.kb-row-layout-id4637_24cdeb-d6 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id4637_24cdeb-d6 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id4637_24cdeb-d6 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:0px;padding-bottom:var(--global-kb-spacing-sm, 1.5rem);grid-template-columns:minmax(0, calc(35% - ((var(--global-kb-gap-md, 2rem) * 2 )\/3)))minmax(0, calc(30% - ((var(--global-kb-gap-md, 2rem) * 2 )\/3)))minmax(0, calc(35% - ((var(--global-kb-gap-md, 2rem) * 2 )\/3)));}.kb-row-layout-id4637_24cdeb-d6 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id4637_24cdeb-d6 > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}}@media all and (max-width: 1024px){.kb-row-layout-id4637_24cdeb-d6 > .kt-row-column-wrap{grid-template-columns:repeat(3, minmax(0, 1fr));}}@media all and (max-width: 767px){.kb-row-layout-id4637_24cdeb-d6 > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}.kb-row-layout-id4637_24cdeb-d6 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id4637_24cdeb-d6 alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-3-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top kt-inner-column-height-full\">\n<style>.kadence-column4637_b2e292-63 > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);}.kadence-column4637_b2e292-63 > .kt-inside-inner-col,.kadence-column4637_b2e292-63 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column4637_b2e292-63 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4637_b2e292-63 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4637_b2e292-63 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4637_b2e292-63 > .kt-inside-inner-col{background-color:var(--global-palette1, #3182CE);}.kadence-column4637_b2e292-63 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4637_b2e292-63{position:relative;}@media all and (max-width: 1024px){.kadence-column4637_b2e292-63 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4637_b2e292-63 > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4637_b2e292-63\"><div class=\"kt-inside-inner-col\">\n<h3 class=\"wp-block-heading\"><strong>01. Introduction<\/strong><br\/><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><strong>Pourquoi s&rsquo;int\u00e9resser aux humano\u00efdes aujourd&rsquo;hui, et quel est l&rsquo;objet de cette \u00e9tude ?<\/strong><\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Collage pr\u00e9sentant les principaux robots ; l\u00e9gendes sur le champ d&rsquo;application et la m\u00e9thodologie ; \u00ab retour \u00e0 la r\u00e9alit\u00e9 \u00bb entre le battage m\u00e9diatique et ce qui est r\u00e9ellement d\u00e9ployable aujourd&rsquo;hui.<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column4637_475406-51 > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);}.kadence-column4637_475406-51 > .kt-inside-inner-col,.kadence-column4637_475406-51 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column4637_475406-51 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4637_475406-51 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4637_475406-51 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4637_475406-51 > .kt-inside-inner-col{background-color:var(--global-palette1, #3182CE);}.kadence-column4637_475406-51 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4637_475406-51{position:relative;}@media all and (max-width: 1024px){.kadence-column4637_475406-51 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4637_475406-51 > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4637_475406-51\"><div class=\"kt-inside-inner-col\">\n<h3 class=\"wp-block-heading\"><strong><strong>02. Br\u00e8ve histoire de la robotique humano\u00efde<\/strong><\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Comment sommes-nous pass\u00e9s d\u2019ASIMO aux plateformes d\u2019aujourd\u2019hui, pr\u00eates \u00e0 accueillir des pilotes ?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Chronologie des \u00e9tapes cl\u00e9s ; les tournants d\u00e9cisifs qui ont permis le lancement de projets pilotes en conditions r\u00e9elles.<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column4637_51e7fb-45 > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);}.kadence-column4637_51e7fb-45 > .kt-inside-inner-col,.kadence-column4637_51e7fb-45 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column4637_51e7fb-45 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4637_51e7fb-45 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4637_51e7fb-45 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4637_51e7fb-45 > .kt-inside-inner-col{background-color:var(--global-palette1, #3182CE);}.kadence-column4637_51e7fb-45 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4637_51e7fb-45{position:relative;}@media all and (max-width: 1024px){.kadence-column4637_51e7fb-45 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4637_51e7fb-45 > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4637_51e7fb-45\"><div class=\"kt-inside-inner-col\">\n<h3 class=\"wp-block-heading\"><strong><strong>03. Le march\u00e9 des humano\u00efdes aujourd&rsquo;hui<\/strong><\/strong><br\/><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Qui construit quoi \u2013 et <\/strong> <strong>o\u00f9 se trouvent-ils ?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Diagramme \u00e0 barres \u00ab Les humano\u00efdes les plus int\u00e9ressants \u00bb ; aper\u00e7us des fournisseurs par capacit\u00e9 et par stade de d\u00e9veloppement.<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column4637_9837e1-27 > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);}.kadence-column4637_9837e1-27 > .kt-inside-inner-col,.kadence-column4637_9837e1-27 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column4637_9837e1-27 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4637_9837e1-27 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4637_9837e1-27 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4637_9837e1-27 > .kt-inside-inner-col{background-color:var(--global-palette1, #3182CE);}.kadence-column4637_9837e1-27 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4637_9837e1-27{position:relative;}@media all and (max-width: 1024px){.kadence-column4637_9837e1-27 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4637_9837e1-27 > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4637_9837e1-27\"><div class=\"kt-inside-inner-col\">\n<h3 class=\"wp-block-heading\"><strong><strong><strong><strong>04. Signaux de demande \u00e9manant des consommateurs<\/strong><\/strong><\/strong><\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Les m\u00e9nages vont-ils acheter, louer ou attendre <\/strong> <strong>\u2013 et \u00e0 quels niveaux de prix ?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Courbe de sensibilit\u00e9 au prix ; tableau des d\u00e9lais d&rsquo;achat (\u00e0 court terme ou diff\u00e9r\u00e9).<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column4637_b2d572-05 > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);}.kadence-column4637_b2d572-05 > .kt-inside-inner-col,.kadence-column4637_b2d572-05 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column4637_b2d572-05 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4637_b2d572-05 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4637_b2d572-05 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4637_b2d572-05 > .kt-inside-inner-col{background-color:var(--global-palette1, #3182CE);}.kadence-column4637_b2d572-05 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4637_b2d572-05{position:relative;}@media all and (max-width: 1024px){.kadence-column4637_b2d572-05 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4637_b2d572-05 > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4637_b2d572-05\"><div class=\"kt-inside-inner-col\">\n<h3 class=\"wp-block-heading\"><strong><strong><strong>05. Besoins des entreprises et applications sectorielles<\/strong><\/strong><\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>O\u00f9 le retour sur investissement <\/strong> <strong>est-il le plus \u00e9vident aujourd\u2019hui ?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Disposition \u00e0 payer par t\u00e2che ; graphiques illustrant les priorit\u00e9s des entreprises en mati\u00e8re de t\u00e2ches et les fourchettes de prix.<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column4637_b00cb8-7b > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);}.kadence-column4637_b00cb8-7b > .kt-inside-inner-col,.kadence-column4637_b00cb8-7b > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column4637_b00cb8-7b > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4637_b00cb8-7b > .kt-inside-inner-col{flex-direction:column;}.kadence-column4637_b00cb8-7b > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4637_b00cb8-7b > .kt-inside-inner-col{background-color:var(--global-palette1, #3182CE);}.kadence-column4637_b00cb8-7b > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4637_b00cb8-7b{position:relative;}@media all and (max-width: 1024px){.kadence-column4637_b00cb8-7b > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4637_b00cb8-7b > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4637_b00cb8-7b\"><div class=\"kt-inside-inner-col\">\n<h3 class=\"wp-block-heading\"><strong><strong><strong><strong>06. Les motivations qui sous-tendent cet int\u00e9r\u00eat<\/strong><\/strong><\/strong><\/strong><br\/><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Pourquoi le co\u00fbt et la facilit\u00e9 d&rsquo;utilisation sont-ils des facteurs d\u00e9terminants dans les d\u00e9cisions d&rsquo;adoption ?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Tableau des motifs d&rsquo;int\u00e9r\u00eat ; repr\u00e9sentation sous forme de nuage de points \u00ab co\u00fbt\/capacit\u00e9 \u00bb.<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column4637_b9363e-30 > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-right:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);padding-left:var(--global-kb-spacing-sm, 1.5rem);}.kadence-column4637_b9363e-30 > .kt-inside-inner-col,.kadence-column4637_b9363e-30 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column4637_b9363e-30 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4637_b9363e-30 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4637_b9363e-30 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4637_b9363e-30 > .kt-inside-inner-col{background-color:var(--global-palette1, #3182CE);}.kadence-column4637_b9363e-30 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4637_b9363e-30{position:relative;}@media all and (max-width: 1024px){.kadence-column4637_b9363e-30 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4637_b9363e-30 > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4637_b9363e-30\"><div class=\"kt-inside-inner-col\">\n<h3 class=\"wp-block-heading\"><strong><strong><strong>07. Aspects \u00e9conomiques du march\u00e9 des robots humano\u00efdes<\/strong><\/strong><\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Quelle ampleur ce march\u00e9 peut-il atteindre <\/strong> <strong>\u2013 et dans quels d\u00e9lais ?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Sc\u00e9narios relatifs \u00e0 la taille du march\u00e9 ; graphique illustrant la courbe d&rsquo;apprentissage et la baisse des co\u00fbts.<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column4637_a6cb23-c2 > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);}.kadence-column4637_a6cb23-c2 > .kt-inside-inner-col,.kadence-column4637_a6cb23-c2 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column4637_a6cb23-c2 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4637_a6cb23-c2 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4637_a6cb23-c2 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4637_a6cb23-c2 > .kt-inside-inner-col{background-color:var(--global-palette1, #3182CE);}.kadence-column4637_a6cb23-c2 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4637_a6cb23-c2{position:relative;}@media all and (max-width: 1024px){.kadence-column4637_a6cb23-c2 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4637_a6cb23-c2 > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4637_a6cb23-c2\"><div class=\"kt-inside-inner-col\">\n<h3 class=\"wp-block-heading\"><strong><strong><strong>08. Hypoth\u00e8ses <\/strong><\/strong><\/strong><br\/><strong><strong><strong>et implications strat\u00e9giques<\/strong><\/strong><\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Quels obstacles ou facteurs pourraient modifier la courbe en S ?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Esquisse de la courbe en S d&rsquo;adoption ; tableau des d\u00e9clencheurs avec signaux positifs\/n\u00e9gatifs.<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column4637_c0d5a6-90 > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);}.kadence-column4637_c0d5a6-90 > .kt-inside-inner-col,.kadence-column4637_c0d5a6-90 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column4637_c0d5a6-90 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4637_c0d5a6-90 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4637_c0d5a6-90 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4637_c0d5a6-90 > .kt-inside-inner-col{background-color:var(--global-palette1, #3182CE);}.kadence-column4637_c0d5a6-90 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4637_c0d5a6-90{position:relative;}@media all and (max-width: 1024px){.kadence-column4637_c0d5a6-90 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4637_c0d5a6-90 > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4637_c0d5a6-90\"><div class=\"kt-inside-inner-col\">\n<h3 class=\"wp-block-heading\"><strong><strong><strong><strong>09. Perspectives d&rsquo;avenir pour les <\/strong><\/strong><\/strong><\/strong><br\/><strong><strong><strong><strong>avenir des humano\u00efdes<\/strong><\/strong><\/strong><\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Quelles perspectives les humano\u00efdes pourraient-ils nous offrir d&rsquo;ici 2040 et au-del\u00e0, que ce soit \u00e0 la maison, en ville ou dans le monde de l&rsquo;industrie ?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Illustrations conceptuelles ; storyboard illustrant une journ\u00e9e type.<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column4637_b3c745-bc > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);}.kadence-column4637_b3c745-bc > .kt-inside-inner-col,.kadence-column4637_b3c745-bc > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column4637_b3c745-bc > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4637_b3c745-bc > .kt-inside-inner-col{flex-direction:column;}.kadence-column4637_b3c745-bc > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4637_b3c745-bc > .kt-inside-inner-col{background-color:var(--global-palette1, #3182CE);}.kadence-column4637_b3c745-bc > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4637_b3c745-bc{position:relative;}@media all and (max-width: 1024px){.kadence-column4637_b3c745-bc > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4637_b3c745-bc > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4637_b3c745-bc\"><div class=\"kt-inside-inner-col\">\n<h3 class=\"wp-block-heading\"><strong><strong><strong><strong>10. Les mains robotiques <\/strong><\/strong><\/strong><\/strong><br\/><strong><strong><strong><strong>\u2013 Un goulot d\u2019\u00e9tranglement majeur<\/strong><\/strong><\/strong><\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Pourquoi la main-d&rsquo;\u0153uvre constitue-t-elle le facteur limitant, et quelles approches pourraient permettre de d\u00e9bloquer la situation ?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Taxonomie \u00ab Grasp \u00bb par rapport \u00e0 la carte des t\u00e2ches ; comparaison entre actionneurs et transmissions ; table ronde sur la durabilit\u00e9 et les modes de d\u00e9faillance.<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column4637_d634d6-de > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);}.kadence-column4637_d634d6-de > .kt-inside-inner-col,.kadence-column4637_d634d6-de > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column4637_d634d6-de > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4637_d634d6-de > .kt-inside-inner-col{flex-direction:column;}.kadence-column4637_d634d6-de > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4637_d634d6-de > .kt-inside-inner-col{background-color:var(--global-palette1, #3182CE);}.kadence-column4637_d634d6-de > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4637_d634d6-de{position:relative;}@media all and (max-width: 1024px){.kadence-column4637_d634d6-de > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4637_d634d6-de > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4637_d634d6-de\"><div class=\"kt-inside-inner-col\">\n<h3 class=\"wp-block-heading\"><strong><strong><strong><strong>11. L&rsquo;IA incarn\u00e9e<\/strong><\/strong><\/strong><\/strong><br\/><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Quels mod\u00e8les d&rsquo;architecture, quelles donn\u00e9es et quelles boucles d&rsquo;apprentissage permettent la g\u00e9n\u00e9ralisation chez les robots ?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Sch\u00e9ma en couches (perception \u2192 strat\u00e9gie \u2192 contr\u00f4le) ; pipeline de donn\u00e9es et boucle de r\u00e9troaction ; sch\u00e9ma \u00ab de la simulation \u00e0 la r\u00e9alit\u00e9 \u00bb.<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column4637_1e0d50-54 > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);}.kadence-column4637_1e0d50-54 > .kt-inside-inner-col,.kadence-column4637_1e0d50-54 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column4637_1e0d50-54 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4637_1e0d50-54 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4637_1e0d50-54 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4637_1e0d50-54 > .kt-inside-inner-col{background-color:var(--global-palette1, #3182CE);}.kadence-column4637_1e0d50-54 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4637_1e0d50-54{position:relative;}@media all and (max-width: 1024px){.kadence-column4637_1e0d50-54 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4637_1e0d50-54 > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4637_1e0d50-54\"><div class=\"kt-inside-inner-col\">\n<h3 class=\"wp-block-heading\"><strong><strong><strong><strong>12. Mod\u00e8le \u00ab 1X world \u00bb <\/strong><\/strong><\/strong><\/strong><br\/><strong><strong><strong><strong>&amp; Figure Helix<\/strong><\/strong><\/strong><\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>En quoi l\u2019approche du mod\u00e8le mondial de 1X et le mod\u00e8le \u00ab Helix \u00bb de Figure se comparent-ils ? Et quelles en sont les implications pour la mont\u00e9e en puissance des capacit\u00e9s ?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Tableau comparatif c\u00f4te \u00e0 c\u00f4te (donn\u00e9es, formation, d\u00e9ploiement) ; calendrier avec les \u00e9tapes cl\u00e9s ; citations en encadr\u00e9.<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column4637_2f796c-46 > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);}.kadence-column4637_2f796c-46 > .kt-inside-inner-col,.kadence-column4637_2f796c-46 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column4637_2f796c-46 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4637_2f796c-46 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4637_2f796c-46 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4637_2f796c-46 > .kt-inside-inner-col{background-color:var(--global-palette1, #3182CE);}.kadence-column4637_2f796c-46 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4637_2f796c-46{position:relative;}@media all and (max-width: 1024px){.kadence-column4637_2f796c-46 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4637_2f796c-46 > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4637_2f796c-46\"><div class=\"kt-inside-inner-col\">\n<h3 class=\"wp-block-heading\"><strong><strong><strong>13. S\u00e9curit\u00e9 des robots<\/strong><\/strong><\/strong><br\/><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><strong>Quelles sont les exigences de s\u00e9curit\u00e9 applicables (domestiques ou industrielles) et comment \u00e9labore-t-on et valide-t-on un dossier de s\u00e9curit\u00e9 fiable ?<\/strong><\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Tableau des piliers de s\u00e9curit\u00e9 ; parcours de certification (CE\/UL\/ISO) ; sch\u00e9ma de s\u00e9curit\u00e9 fonctionnelle ; liste de contr\u00f4le en mati\u00e8re de cybers\u00e9curit\u00e9.<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column4637_1842de-55 > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);}.kadence-column4637_1842de-55 > .kt-inside-inner-col,.kadence-column4637_1842de-55 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column4637_1842de-55 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4637_1842de-55 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4637_1842de-55 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4637_1842de-55 > .kt-inside-inner-col{background-color:var(--global-palette1, #3182CE);}.kadence-column4637_1842de-55 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4637_1842de-55{position:relative;}@media all and (max-width: 1024px){.kadence-column4637_1842de-55 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4637_1842de-55 > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4637_1842de-55\"><div class=\"kt-inside-inner-col\">\n<h3 class=\"wp-block-heading\"><strong><strong><strong><strong>14. Concevoir des humano\u00efdes qui inspirent confiance<\/strong><\/strong><\/strong><\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Comment concevoir des robots qui inspirent confiance, auxquels on s&rsquo;identifie et qui sont utiles ?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Les humano\u00efdes dignes de confiance allient une apparence humaine, font preuve de capacit\u00e9s authentiques, pr\u00e9sentent un design convivial et favorisent les relations sans tromperie.<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column4637_92ce89-a3 > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);}.kadence-column4637_92ce89-a3 > .kt-inside-inner-col,.kadence-column4637_92ce89-a3 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column4637_92ce89-a3 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4637_92ce89-a3 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4637_92ce89-a3 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4637_92ce89-a3 > .kt-inside-inner-col{background-color:var(--global-palette1, #3182CE);}.kadence-column4637_92ce89-a3 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4637_92ce89-a3{position:relative;}@media all and (max-width: 1024px){.kadence-column4637_92ce89-a3 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4637_92ce89-a3 > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4637_92ce89-a3\"><div class=\"kt-inside-inner-col\">\n<h3 class=\"wp-block-heading\"><strong><strong><strong><strong>15. Cha\u00eene d&rsquo;approvisionnement <\/strong><\/strong><\/strong><\/strong><br\/><strong><strong><strong><strong>Panorama<\/strong><\/strong><\/strong><\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Quels sont les composants et les niveaux critiques (actionneurs, capteurs, puissance de calcul, batteries) et o\u00f9 se situent les goulots d&rsquo;\u00e9tranglement ?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Cartes des composants par pile ; aper\u00e7us du paysage des fournisseurs ; \u00ab points critiques \u00bb et signaux d&rsquo;alerte relatifs aux d\u00e9lais de livraison.<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column4637_e00315-43 > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);}.kadence-column4637_e00315-43 > .kt-inside-inner-col,.kadence-column4637_e00315-43 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column4637_e00315-43 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4637_e00315-43 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4637_e00315-43 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4637_e00315-43 > .kt-inside-inner-col{background-color:var(--global-palette1, #3182CE);}.kadence-column4637_e00315-43 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4637_e00315-43{position:relative;}@media all and (max-width: 1024px){.kadence-column4637_e00315-43 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4637_e00315-43 > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4637_e00315-43\"><div class=\"kt-inside-inner-col\">\n<h3 class=\"wp-block-heading\"><strong><strong><strong><strong>16. La rivalit\u00e9 entre les \u00c9tats-Unis et la Chine<\/strong><\/strong><\/strong><\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Dans quelle mesure la g\u00e9opolitique (contr\u00f4les \u00e0 l&rsquo;exportation, capitaux, normes) influence-t-elle le rythme et l&rsquo;orientation du d\u00e9veloppement de l&rsquo;IA incarn\u00e9e et des humano\u00efdes ?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Carte thermique des politiques ; tableau des points sensibles ; sc\u00e9narios pour la p\u00e9riode 2025-2030 avec indicateurs de d\u00e9clenchement.<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column4637_2cab63-bd > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);}.kadence-column4637_2cab63-bd > .kt-inside-inner-col,.kadence-column4637_2cab63-bd > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column4637_2cab63-bd > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4637_2cab63-bd > .kt-inside-inner-col{flex-direction:column;}.kadence-column4637_2cab63-bd > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4637_2cab63-bd > .kt-inside-inner-col{background-color:var(--global-palette1, #3182CE);}.kadence-column4637_2cab63-bd > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4637_2cab63-bd{position:relative;}@media all and (max-width: 1024px){.kadence-column4637_2cab63-bd > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4637_2cab63-bd > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4637_2cab63-bd\"><div class=\"kt-inside-inner-col\">\n<h3 class=\"wp-block-heading\"><strong><strong><strong><strong>17. Pi\u00e8ces de th\u00e9\u00e2tre mettant en sc\u00e8ne des robots humano\u00efdes fluides et accessibles<\/strong><\/strong><\/strong><\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Comment les investisseurs peuvent-ils s&rsquo;exposer \u00e0 ce secteur aujourd&rsquo;hui (actions cot\u00e9es, march\u00e9s secondaires) et sur quels crit\u00e8res doivent-ils se baser pour s\u00e9lectionner leurs titres ?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Liste de titres s\u00e9lectionn\u00e9s ; aper\u00e7u du march\u00e9 secondaire ; matrice d&rsquo;exposition par soci\u00e9t\u00e9.<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column4637_96b570-21 > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);}.kadence-column4637_96b570-21 > .kt-inside-inner-col,.kadence-column4637_96b570-21 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column4637_96b570-21 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4637_96b570-21 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4637_96b570-21 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4637_96b570-21 > .kt-inside-inner-col{background-color:var(--global-palette1, #3182CE);}.kadence-column4637_96b570-21 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4637_96b570-21{position:relative;}@media all and (max-width: 1024px){.kadence-column4637_96b570-21 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4637_96b570-21 > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4637_96b570-21\"><div class=\"kt-inside-inner-col\">\n<h3 class=\"wp-block-heading\"><strong><strong><strong><strong>18. Open source<\/strong><\/strong><\/strong><\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Qui est \u00e0 la pointe du d\u00e9veloppement ouvert des humano\u00efdes, pourquoi l\u2019\u00ab ouverture \u00bb acc\u00e9l\u00e8re-t-elle les progr\u00e8s, et quelles sont les piles logicielles et les licences qui dominent le march\u00e9 ?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Tableau des plateformes et des projets ; indicateurs d&rsquo;engouement de la communaut\u00e9 ; diagramme de la pile technologique (ROS 2, simulation\/outillage, couches de mod\u00e8les).<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column4637_7f35ae-9f > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);}.kadence-column4637_7f35ae-9f > .kt-inside-inner-col,.kadence-column4637_7f35ae-9f > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column4637_7f35ae-9f > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4637_7f35ae-9f > .kt-inside-inner-col{flex-direction:column;}.kadence-column4637_7f35ae-9f > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4637_7f35ae-9f > .kt-inside-inner-col{background-color:var(--global-palette1, #3182CE);}.kadence-column4637_7f35ae-9f > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4637_7f35ae-9f{position:relative;}@media all and (max-width: 1024px){.kadence-column4637_7f35ae-9f > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4637_7f35ae-9f > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4637_7f35ae-9f\"><div class=\"kt-inside-inner-col\">\n<h3 class=\"wp-block-heading\"><strong><strong><strong><strong>19. Conclusion et recommandations<\/strong><\/strong><\/strong><\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Que devrait faire chaque partie prenante d\u00e8s maintenant (2025-2027) pour se pr\u00e9parer \u00e0 la mise \u00e0 l&rsquo;\u00e9chelle (2028-2032) ?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Cinq points cl\u00e9s \u00e0 retenir ; matrice d&rsquo;action des parties prenantes ; calendrier de la feuille de route d\u00e9cennale.<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column4637_e47fd9-a7 > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);}.kadence-column4637_e47fd9-a7 > .kt-inside-inner-col,.kadence-column4637_e47fd9-a7 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column4637_e47fd9-a7 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4637_e47fd9-a7 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4637_e47fd9-a7 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4637_e47fd9-a7 > .kt-inside-inner-col{background-color:var(--global-palette1, #3182CE);}.kadence-column4637_e47fd9-a7 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4637_e47fd9-a7{position:relative;}@media all and (max-width: 1024px){.kadence-column4637_e47fd9-a7 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4637_e47fd9-a7 > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4637_e47fd9-a7\"><div class=\"kt-inside-inner-col\">\n<h3 class=\"wp-block-heading\"><strong><strong><strong><strong><strong>20. Annexe<\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Comment les donn\u00e9es ont-elles \u00e9t\u00e9 collect\u00e9es et pond\u00e9r\u00e9es ? Quels chiffres et quelles sources externes ont \u00e9t\u00e9 utilis\u00e9s ? O\u00f9 trouver les d\u00e9finitions ?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Pr\u00e9sentation des m\u00e9thodes ; index des figures ; glossaire et bibliographie.<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column4637_7c5e8e-ea > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);}.kadence-column4637_7c5e8e-ea > .kt-inside-inner-col,.kadence-column4637_7c5e8e-ea > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column4637_7c5e8e-ea > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4637_7c5e8e-ea > .kt-inside-inner-col{flex-direction:column;}.kadence-column4637_7c5e8e-ea > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4637_7c5e8e-ea > .kt-inside-inner-col{background-color:#5ec258;}.kadence-column4637_7c5e8e-ea > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4637_7c5e8e-ea{position:relative;}@media all and (max-width: 1024px){.kadence-column4637_7c5e8e-ea > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4637_7c5e8e-ea > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4637_7c5e8e-ea\"><div class=\"kt-inside-inner-col\">\n<h3 class=\"wp-block-heading\" id=\"updated\"><strong><strong><strong><strong><strong>Quoi de neuf ?<\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><strong>Choisir une cam\u00e9ra 3D pour des projets de vision par ordinateur<\/strong><\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Utiliser deux bras de cobots pour donner un coup de fouet \u00e0 la r\u00e9volution des humano\u00efdes<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Pourquoi les NPU sont-elles importantes ?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Robotique humano\u00efde : des prototypes \u00e0 la commercialisation<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Apprendre des humains : faire \u00e9voluer l&rsquo;IA physique gr\u00e2ce \u00e0 des d\u00e9monstrations humaines<\/strong><\/p>\n<\/div><\/div>\n\n<\/div><\/div>\n<style>.hg-whatsnew-wrapper {\n    background: #F8E60A;\n    border-radius: 28px;\n    padding: 48px;\n    max-width: 1400px;\n    margin: 0 auto;\n    box-sizing: border-box;\n  }\n\n  .hg-whatsnew-header {\n    display: flex;\n    align-items: center;\n    gap: 18px;\n    flex-wrap: wrap;\n    margin-bottom: 24px;\n  }\n\n  .hg-whatsnew-title {\n    font-size: 3rem;\n    line-height: 1;\n    font-weight: 800;\n    color: #111;\n    margin: 0;\n  }\n\n  .hg-whatsnew-badge {\n    background: #000;\n    color: #F8E60A;\n    font-weight: 800;\n    font-size: 1.1rem;\n    letter-spacing: 0.04em;\n    padding: 12px 18px;\n    border-radius: 12px;\n    text-transform: uppercase;\n    line-height: 1;\n  }\n\n  .hg-whatsnew-subtitle {\n    font-size: 1.55rem;\n    line-height: 1.5;\n    color: #111;\n    margin-bottom: 38px;\n    max-width: 1100px;\n  }\n\n  .hg-whatsnew-grid {\n    display: grid;\n    gap: 20px;\n  }\n\n  .hg-whatsnew-card {\n    background: #FFF6B8; \/* lysere gul *\/\n    border-radius: 20px;\n    padding: 28px 30px;\n    transition: transform 0.22s ease, box-shadow 0.22s ease;\n  }\n\n  .hg-whatsnew-card:hover {\n    transform: translateY(-3px);\n    box-shadow: 0 10px 28px rgba(0,0,0,0.08);\n  }\n\n  .hg-whatsnew-card h3 {\n    margin: 0 0 12px;\n    font-size: 2rem;\n    line-height: 1.25;\n    font-weight: 800;\n    color: #111;\n  }\n\n  .hg-whatsnew-card p {\n    margin: 0;\n    font-size: 1.45rem;\n    line-height: 1.55;\n    color: #222;\n  }\n\n  \/* Tablet *\/\n  @media (max-width: 1024px) {\n    .hg-whatsnew-wrapper {\n      padding: 36px;\n    }\n\n    .hg-whatsnew-title {\n      font-size: 2.4rem;\n    }\n\n    .hg-whatsnew-subtitle {\n      font-size: 1.25rem;\n    }\n\n    .hg-whatsnew-card h3 {\n      font-size: 1.55rem;\n    }\n\n    .hg-whatsnew-card p {\n      font-size: 1.15rem;\n    }\n  }\n\n  \/* Mobil *\/\n  @media (max-width: 640px) {\n    .hg-whatsnew-wrapper {\n      padding: 24px 18px;\n      border-radius: 22px;\n    }\n\n    .hg-whatsnew-header {\n      gap: 12px;\n      margin-bottom: 18px;\n    }\n\n    .hg-whatsnew-title {\n      font-size: 2rem;\n    }\n\n    .hg-whatsnew-badge {\n      font-size: 0.9rem;\n      padding: 10px 14px;\n      border-radius: 10px;\n    }\n\n    .hg-whatsnew-subtitle {\n      font-size: 1.05rem;\n      line-height: 1.5;\n      margin-bottom: 26px;\n    }\n\n    .hg-whatsnew-grid {\n      gap: 14px;\n    }\n\n    .hg-whatsnew-card {\n      padding: 20px 18px;\n      border-radius: 16px;\n    }\n\n    .hg-whatsnew-card h3 {\n      font-size: 1.2rem;\n      line-height: 1.35;\n      margin-bottom: 10px;\n    }\n\n    .hg-whatsnew-card p {\n      font-size: 1rem;\n      line-height: 1.5;\n    }\n  }\n<\/style><div class=\"hg-whatsnew-wrapper\"><div class=\"hg-whatsnew-header\"><h2 class=\"hg-whatsnew-title\">What\u2019s new<\/h2><div class=\"hg-whatsnew-badge\">MAY 2026 EDITION\n    <\/div><\/div><div class=\"hg-whatsnew-subtitle\">Five new chapters reflecting the fastest-moving frontiers in humanoid robotics:\n  <\/div><div class=\"hg-whatsnew-grid\"><div class=\"hg-whatsnew-card\"><h3>Choosing a 3D Camera for Computer Vision Projects<\/h3><p>Sensor selection, depth-tech tradeoffs, and what actually works in production.\n      <\/p><\/div><div class=\"hg-whatsnew-card\"><h3>Using Two Cobot Arms to Jumpstart the Humanoid Revolution<\/h3><p>Why dual-arm cobots are the fastest path to manipulation data and real-world capability.\n      <\/p><\/div><div class=\"hg-whatsnew-card\"><h3>Why NPUs Matter<\/h3><p>On-device inference, power budgets, and the silicon race for embodied AI.\n      <\/p><\/div><div class=\"hg-whatsnew-card\"><h3>Humanoid Robotics: From Prototypes to Commercial Reality<\/h3><p>The deployment gap, who\u2019s actually crossing it, and what separates the winners.\n      <\/p><\/div><div class=\"hg-whatsnew-card\"><h3>Learning from Humans: Scaling Physical AI with Human Demonstrations<\/h3><p>Teleoperation, imitation learning, and the data flywheel powering generalist robots.\n      <\/p><\/div><\/div><\/div>\n<style>.kb-row-layout-id4637_f7bbb6-b7 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id4637_f7bbb6-b7 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id4637_f7bbb6-b7 > .kt-row-column-wrap{column-gap:80px;row-gap:var(--global-kb-gap-md, 2rem);padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);grid-template-columns:repeat(2, minmax(0, 1fr));}.kb-row-layout-id4637_f7bbb6-b7 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id4637_f7bbb6-b7 > .kt-row-column-wrap{grid-template-columns:repeat(2, minmax(0, 1fr));}}@media all and (max-width: 767px){.kb-row-layout-id4637_f7bbb6-b7 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id4637_f7bbb6-b7 alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-2-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column4637_3ad006-f1 > .kt-inside-inner-col,.kadence-column4637_3ad006-f1 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column4637_3ad006-f1 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4637_3ad006-f1 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4637_3ad006-f1 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4637_3ad006-f1 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4637_3ad006-f1{position:relative;}@media all and (max-width: 1024px){.kadence-column4637_3ad006-f1 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4637_3ad006-f1 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4637_3ad006-f1 kvs-lg-false kvs-md-false kvs-sm-false\"><div class=\"kt-inside-inner-col\">\n<div data-wp-context=\"{&quot;notices&quot;:[],&quot;hideNextPreviousButtons&quot;:false,&quot;isDisabledPrevious&quot;:true,&quot;isDisabledNext&quot;:false,&quot;ariaLabelPrevious&quot;:&quot;Produits pr\\u00e9c\\u00e9dents&quot;,&quot;ariaLabelNext&quot;:&quot;Produits suivants&quot;,&quot;collection&quot;:&quot;woocommerce\\\/product-collection\\\/hand-picked&quot;}\" data-wp-init=\"callbacks.onRender\" data-wp-interactive=\"woocommerce\/product-collection\" data-wp-router-region=\"wc-product-collection-2\" data-__private-preview-state=\"{&quot;isPreview&quot;:false,&quot;previewMessage&quot;:&quot;Actual products will vary depending on the page being viewed.&quot;}\" data-block-name=\"woocommerce\/product-collection\" data-collection=\"woocommerce\/product-collection\/hand-picked\" data-dimensions=\"{&quot;widthType&quot;:&quot;fill&quot;}\" data-display-layout=\"{&quot;type&quot;:&quot;flex&quot;,&quot;columns&quot;:1,&quot;shrinkColumns&quot;:true}\" data-hide-controls=\"[&quot;inherit&quot;,&quot;hand-picked&quot;,&quot;filterable&quot;,&quot;order&quot;]\" data-query-context-includes=\"[&quot;collection&quot;]\" data-query-id=\"2\" data-query=\"{&quot;perPage&quot;:1,&quot;pages&quot;:0,&quot;offset&quot;:0,&quot;postType&quot;:&quot;product&quot;,&quot;order&quot;:&quot;asc&quot;,&quot;orderBy&quot;:&quot;post__in&quot;,&quot;search&quot;:&quot;&quot;,&quot;exclude&quot;:[],&quot;inherit&quot;:false,&quot;taxQuery&quot;:[],&quot;isProductCollectionBlock&quot;:true,&quot;featured&quot;:false,&quot;woocommerceOnSale&quot;:false,&quot;woocommerceStockStatus&quot;:[&quot;instock&quot;,&quot;outofstock&quot;,&quot;onbackorder&quot;],&quot;woocommerceAttributes&quot;:[],&quot;woocommerceHandPickedProducts&quot;:[&quot;4960&quot;],&quot;filterable&quot;:false,&quot;relatedBy&quot;:{&quot;categories&quot;:true,&quot;tags&quot;:true}}\" data-tag-name=\"div\" class=\"wp-block-woocommerce-product-collection is-layout-flow wp-block-woocommerce-product-collection-is-layout-flow\">\t\t<div data-wp-interactive=\"woocommerce\/store-notices\" class=\"wc-block-components-notices alignwide\">\n\t\t\t<template data-wp-each--notice=\"state.notices\" data-wp-each-key=\"context.notice.id\">\n\t\t\t\t<div\n\t\t\t\t\tclass=\"wc-block-components-notice-banner\"\n\t\t\t\t\tdata-wp-init=\"callbacks.scrollIntoView\"\n\t\t\t\t\tdata-wp-class--is-error=\"state.isError\"\n\t\t\t\t\tdata-wp-class--is-success=\"state.isSuccess\"\n\t\t\t\t\tdata-wp-class--is-info=\"state.isInfo\"\n\t\t\t\t\tdata-wp-class--is-dismissible=\"context.notice.dismissible\"\n\t\t\t\t\tdata-wp-bind--role=\"state.role\"\n\t\t\t\t\tdata-wp-watch=\"callbacks.injectIcon\"\n\t\t\t\t>\n\t\t\t\t\t<div class=\"wc-block-components-notice-banner__content\">\n\t\t\t\t\t\t<span data-wp-init=\"callbacks.renderNoticeContent\" aria-live=\"assertive\" aria-atomic=\"true\"><\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<button\n\t\t\t\t\t\tdata-wp-bind--hidden=\"!context.notice.dismissible\"\n\t\t\t\t\t\tclass=\"wc-block-components-button wp-element-button wc-block-components-notice-banner__dismiss contained\"\n\t\t\t\t\t\taria-label=\"D\u00e9sactiver cette notification\"\n\t\t\t\t\t\tdata-wp-on--click=\"actions.removeNotice\"\n\t\t\t\t\t>\n\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 24 24\">\n\t\t\t\t\t\t\t<path d=\"M13 11.8l6.1-6.3-1-1-6.1 6.2-6.1-6.2-1 1 6.1 6.3-6.5 6.7 1 1 6.5-6.6 6.5 6.6 1-1z\" \/>\n\t\t\t\t\t\t<\/svg>\n\t\t\t\t\t<\/button>\n\t\t\t\t<\/div>\n\t\t\t<\/template>\n\t\t<\/div>\n\t\t<ul data-block-name=\"woocommerce\/product-template\" class=\"wc-block-product-template__responsive columns-1 wc-block-product-template wp-block-woocommerce-product-template is-layout-flow wp-block-woocommerce-product-template-is-layout-flow\" data-wp-on--scroll=\"actions.watchScroll\" data-wp-init=\"callbacks.initResizeObserver\"><li class=\"wc-block-product post-13724 product type-product status-publish has-post-thumbnail product_cat-rapport product_cat-report first instock downloadable virtual taxable purchasable product-type-simple entry content-bg loop-entry\"\n\t\t\t\t\t\n\t\t\t\tdata-wp-interactive=\"woocommerce\/product-collection\"\n\t\t\t\tdata-wp-context='woocommerce\/products::{\"productId\":13724,\"variationId\":null}'\n\t\t\t\tdata-wp-key=\"product-item-13724\"\n\t\t\t\n\t\t\t\t>\n\t\t\t\t\t\n<div data-block-name=\"woocommerce\/product-image\" data-height=\"100%\" data-is-descendent-of-query-loop=\"true\" data-show-sale-badge=\"false\" data-width=\"100%\" class=\"wc-block-components-product-image wc-block-grid__product-image wc-block-components-product-image--aspect-ratio-auto wp-block-woocommerce-product-image\"><a href=\"https:\/\/humanoid.guide\/fr\/produit\/rapport-sur-les-robots-humanoides-2026-licence-mono-utilisateur\/\" style=\"\" data-wp-on--click=\"woocommerce\/product-collection::actions.viewProduct\"><img decoding=\"async\" width=\"1080\" height=\"1080\" src=\"https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/report_product_single-1.webp\" class=\"attachment-woocommerce_single size-woocommerce_single\" alt=\"Rapport sur les robots humano\u00efdes 2026 \u2013 Licence mono-utilisateur\" data-testid=\"product-image\" data-image-id=\"13739\" style=\"height:100%;width:100%;object-fit:cover;\" loading=\"lazy\" srcset=\"https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/report_product_single-1.webp 1080w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/report_product_single-1-300x300.webp 300w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/report_product_single-1-1024x1024.webp 1024w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/report_product_single-1-150x150.webp 150w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/report_product_single-1-768x768.webp 768w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/report_product_single-1-380x380.webp 380w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/report_product_single-1-435x435.webp 435w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/report_product_single-1-100x100.webp 100w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/report_product_single-1-50x50.webp 50w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/report_product_single-1-600x600.webp 600w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><div class=\"wc-block-components-product-image__inner-container\">\n\n<\/div><\/a><\/div>\n\n<h2 style=\"line-height:1.4;margin-bottom:0.75rem;margin-top:0\" class=\"has-text-align-center wp-block-post-title has-medium-font-size\"><a data-wp-on--click=\"woocommerce\/product-collection::actions.viewProduct\" href=\"https:\/\/humanoid.guide\/fr\/produit\/rapport-sur-les-robots-humanoides-2026-licence-mono-utilisateur\/\" target=\"_self\" >Rapport sur les robots humano\u00efdes 2026 \u2013 Licence mono-utilisateur<\/a><\/h2>\n\n<div data-block-name=\"woocommerce\/product-price\" data-font-size=\"large\" data-is-descendent-of-query-loop=\"true\" data-text-align=\"center\" class=\"has-font-size has-large-font-size has-text-align-center wp-block-woocommerce-product-price\" ><div class=\"wc-block-components-product-price wc-block-grid__product-price\" >\n\t\t\t\t\t<span class=\"woocommerce-Price-amount amount\"><bdi><span class=\"woocommerce-Price-currencySymbol\" translate=\"no\">&#36;<\/span>&nbsp;490<\/bdi><\/span>\n\t\t\t\t<\/div><\/div>\n\n<div data-block-name=\"woocommerce\/product-button\" data-font-size=\"medium\" data-is-descendent-of-query-loop=\"true\" data-text-align=\"center\" data-width=\"50\" class=\"wp-block-button wc-block-components-product-button has-custom-width wp-block-button__width-50 align-center wp-block-woocommerce-product-button has-medium-font-size\"\n\t\t\t\t\t\n\t\t\t\t\tdata-wp-context='{\"quantityToAdd\":1,\"addToCartText\":\"Ajouter au panier\",\"tempQuantity\":0,\"animationStatus\":\"IDLE\",\"inTheCartText\":\"### dans le panier\",\"noticeId\":\"\",\"hasPressedButton\":false}'\n\t\t\t\t>\n\t\t\t\t\t<a\n\t\t\t\t\t\tclass=\"wp-block-button__link wp-element-button wc-block-components-product-button__button add_to_cart_button product_type_simple has-font-size has-medium-font-size has-text-align-center wc-interactive\"\n\t\t\t\t\t\tstyle=\"\"\n\t\t\t\t\t\thref=\"\/fr\/wp-json\/wp\/v2\/pages\/13997?add-to-cart=13724\" rel=\"nofollow\" data-product_id=\"13724\" data-product_sku=\"\" aria-label=\"Ajouter au panier\u00a0: &ldquo;Rapport sur les robots humano\u00efdes 2026 \u2013 Licence mono-utilisateur&rdquo;\"\n\t\t\t\t\t\tdata-wp-on--click=\"woocommerce\/product-collection::actions.viewProduct\"\n\t\t\t\t\t>\n\t\t\t\t\t<span >Ajouter au panier<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\n\t\t\t\t<\/div>\n\n\t\t\t\t<\/li><\/ul><\/div>\n<\/div><\/div>\n\n\n<style>.kadence-column4637_b691cf-c4 > .kt-inside-inner-col,.kadence-column4637_b691cf-c4 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column4637_b691cf-c4 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4637_b691cf-c4 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4637_b691cf-c4 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4637_b691cf-c4 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4637_b691cf-c4{position:relative;}@media all and (max-width: 1024px){.kadence-column4637_b691cf-c4 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4637_b691cf-c4 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4637_b691cf-c4 kvs-lg-false kvs-md-false kvs-sm-false\"><div class=\"kt-inside-inner-col\">\n<div data-wp-context=\"{&quot;notices&quot;:[],&quot;hideNextPreviousButtons&quot;:false,&quot;isDisabledPrevious&quot;:true,&quot;isDisabledNext&quot;:false,&quot;ariaLabelPrevious&quot;:&quot;Produits pr\\u00e9c\\u00e9dents&quot;,&quot;ariaLabelNext&quot;:&quot;Produits suivants&quot;,&quot;collection&quot;:&quot;woocommerce\\\/product-collection\\\/hand-picked&quot;}\" data-wp-init=\"callbacks.onRender\" data-wp-interactive=\"woocommerce\/product-collection\" data-wp-router-region=\"wc-product-collection-3\" data-__private-preview-state=\"{&quot;isPreview&quot;:false,&quot;previewMessage&quot;:&quot;Actual products will vary depending on the page being viewed.&quot;}\" data-block-name=\"woocommerce\/product-collection\" data-collection=\"woocommerce\/product-collection\/hand-picked\" data-dimensions=\"{&quot;widthType&quot;:&quot;fill&quot;}\" data-display-layout=\"{&quot;type&quot;:&quot;flex&quot;,&quot;columns&quot;:1,&quot;shrinkColumns&quot;:true}\" data-hide-controls=\"[&quot;inherit&quot;,&quot;hand-picked&quot;,&quot;filterable&quot;,&quot;order&quot;]\" data-query-context-includes=\"[&quot;collection&quot;]\" data-query-id=\"3\" data-query=\"{&quot;perPage&quot;:1,&quot;pages&quot;:0,&quot;offset&quot;:0,&quot;postType&quot;:&quot;product&quot;,&quot;order&quot;:&quot;asc&quot;,&quot;orderBy&quot;:&quot;post__in&quot;,&quot;search&quot;:&quot;&quot;,&quot;exclude&quot;:[],&quot;inherit&quot;:false,&quot;taxQuery&quot;:[],&quot;isProductCollectionBlock&quot;:true,&quot;featured&quot;:false,&quot;woocommerceOnSale&quot;:false,&quot;woocommerceStockStatus&quot;:[&quot;instock&quot;,&quot;outofstock&quot;,&quot;onbackorder&quot;],&quot;woocommerceAttributes&quot;:[],&quot;woocommerceHandPickedProducts&quot;:[&quot;4991&quot;],&quot;filterable&quot;:false,&quot;relatedBy&quot;:{&quot;categories&quot;:true,&quot;tags&quot;:true}}\" data-tag-name=\"div\" class=\"wp-block-woocommerce-product-collection is-layout-flow wp-block-woocommerce-product-collection-is-layout-flow\">\t\t<div data-wp-interactive=\"woocommerce\/store-notices\" class=\"wc-block-components-notices alignwide\">\n\t\t\t<template data-wp-each--notice=\"state.notices\" data-wp-each-key=\"context.notice.id\">\n\t\t\t\t<div\n\t\t\t\t\tclass=\"wc-block-components-notice-banner\"\n\t\t\t\t\tdata-wp-init=\"callbacks.scrollIntoView\"\n\t\t\t\t\tdata-wp-class--is-error=\"state.isError\"\n\t\t\t\t\tdata-wp-class--is-success=\"state.isSuccess\"\n\t\t\t\t\tdata-wp-class--is-info=\"state.isInfo\"\n\t\t\t\t\tdata-wp-class--is-dismissible=\"context.notice.dismissible\"\n\t\t\t\t\tdata-wp-bind--role=\"state.role\"\n\t\t\t\t\tdata-wp-watch=\"callbacks.injectIcon\"\n\t\t\t\t>\n\t\t\t\t\t<div class=\"wc-block-components-notice-banner__content\">\n\t\t\t\t\t\t<span data-wp-init=\"callbacks.renderNoticeContent\" aria-live=\"assertive\" aria-atomic=\"true\"><\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<button\n\t\t\t\t\t\tdata-wp-bind--hidden=\"!context.notice.dismissible\"\n\t\t\t\t\t\tclass=\"wc-block-components-button wp-element-button wc-block-components-notice-banner__dismiss contained\"\n\t\t\t\t\t\taria-label=\"D\u00e9sactiver cette notification\"\n\t\t\t\t\t\tdata-wp-on--click=\"actions.removeNotice\"\n\t\t\t\t\t>\n\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 24 24\">\n\t\t\t\t\t\t\t<path d=\"M13 11.8l6.1-6.3-1-1-6.1 6.2-6.1-6.2-1 1 6.1 6.3-6.5 6.7 1 1 6.5-6.6 6.5 6.6 1-1z\" \/>\n\t\t\t\t\t\t<\/svg>\n\t\t\t\t\t<\/button>\n\t\t\t\t<\/div>\n\t\t\t<\/template>\n\t\t<\/div>\n\t\t<ul data-block-name=\"woocommerce\/product-template\" class=\"wc-block-product-template__responsive columns-1 wc-block-product-template wp-block-woocommerce-product-template is-layout-flow wp-block-woocommerce-product-template-is-layout-flow\" data-wp-on--scroll=\"actions.watchScroll\" data-wp-init=\"callbacks.initResizeObserver\"><li class=\"wc-block-product post-13682 product type-product status-publish has-post-thumbnail product_cat-rapport product_cat-report  instock downloadable virtual taxable purchasable product-type-simple entry content-bg loop-entry\"\n\t\t\t\t\t\n\t\t\t\tdata-wp-interactive=\"woocommerce\/product-collection\"\n\t\t\t\tdata-wp-context='woocommerce\/products::{\"productId\":13682,\"variationId\":null}'\n\t\t\t\tdata-wp-key=\"product-item-13682\"\n\t\t\t\n\t\t\t\t>\n\t\t\t\t\t\n<div data-block-name=\"woocommerce\/product-image\" data-height=\"100%\" data-is-descendent-of-query-loop=\"true\" data-show-sale-badge=\"false\" data-style=\"{&quot;dimensions&quot;:{&quot;aspectRatio&quot;:&quot;auto&quot;}}\" data-width=\"100%\" class=\"wc-block-components-product-image wc-block-grid__product-image wc-block-components-product-image--aspect-ratio-auto wp-block-woocommerce-product-image\"><a href=\"https:\/\/humanoid.guide\/fr\/produit\/rapport-sur-les-robots-humanoides-2026-licence-pour-les-entreprises\/\" style=\"\" data-wp-on--click=\"woocommerce\/product-collection::actions.viewProduct\"><img decoding=\"async\" width=\"1080\" height=\"1080\" src=\"https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/report_product_many-1.webp\" class=\"attachment-woocommerce_single size-woocommerce_single\" alt=\"Rapport sur les robots humano\u00efdes 2026 \u2013 Licence pour les entreprises\" data-testid=\"product-image\" data-image-id=\"13686\" style=\"height:100%;width:100%;object-fit:cover;aspect-ratio:auto;\" loading=\"lazy\" srcset=\"https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/report_product_many-1.webp 1080w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/report_product_many-1-300x300.webp 300w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/report_product_many-1-1024x1024.webp 1024w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/report_product_many-1-150x150.webp 150w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/report_product_many-1-768x768.webp 768w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/report_product_many-1-380x380.webp 380w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/report_product_many-1-435x435.webp 435w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/report_product_many-1-100x100.webp 100w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/report_product_many-1-50x50.webp 50w, https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/report_product_many-1-600x600.webp 600w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><div class=\"wc-block-components-product-image__inner-container\">\n\n<\/div><\/a><\/div>\n\n<h2 style=\"line-height:1.4;margin-bottom:0.75rem;margin-top:0\" class=\"has-text-align-center wp-block-post-title has-medium-font-size\"><a data-wp-on--click=\"woocommerce\/product-collection::actions.viewProduct\" href=\"https:\/\/humanoid.guide\/fr\/produit\/rapport-sur-les-robots-humanoides-2026-licence-pour-les-entreprises\/\" target=\"_self\" >Rapport sur les robots humano\u00efdes 2026 \u2013 Licence pour les entreprises<\/a><\/h2>\n\n<div data-block-name=\"woocommerce\/product-price\" data-font-size=\"large\" data-is-descendent-of-query-loop=\"true\" data-text-align=\"center\" class=\"has-font-size has-large-font-size has-text-align-center wp-block-woocommerce-product-price\" ><div class=\"wc-block-components-product-price wc-block-grid__product-price\" >\n\t\t\t\t\t<span class=\"woocommerce-Price-amount amount\"><bdi><span class=\"woocommerce-Price-currencySymbol\" translate=\"no\">&#36;<\/span>&nbsp;1 990<\/bdi><\/span>\n\t\t\t\t<\/div><\/div>\n\n<div data-block-name=\"woocommerce\/product-button\" data-font-size=\"medium\" data-is-descendent-of-query-loop=\"true\" data-text-align=\"center\" data-width=\"50\" class=\"wp-block-button wc-block-components-product-button has-custom-width wp-block-button__width-50 align-center wp-block-woocommerce-product-button has-medium-font-size\"\n\t\t\t\t\t\n\t\t\t\t\tdata-wp-context='{\"quantityToAdd\":1,\"addToCartText\":\"Ajouter au panier\",\"tempQuantity\":0,\"animationStatus\":\"IDLE\",\"inTheCartText\":\"### dans le panier\",\"noticeId\":\"\",\"hasPressedButton\":false}'\n\t\t\t\t>\n\t\t\t\t\t<a\n\t\t\t\t\t\tclass=\"wp-block-button__link wp-element-button wc-block-components-product-button__button add_to_cart_button product_type_simple has-font-size has-medium-font-size has-text-align-center wc-interactive\"\n\t\t\t\t\t\tstyle=\"\"\n\t\t\t\t\t\thref=\"\/fr\/wp-json\/wp\/v2\/pages\/13997?add-to-cart=13682\" rel=\"nofollow\" data-product_id=\"13682\" data-product_sku=\"\" aria-label=\"Ajouter au panier\u00a0: &ldquo;Rapport sur les robots humano\u00efdes 2026 \u2013 Licence pour les entreprises&rdquo;\"\n\t\t\t\t\t\tdata-wp-on--click=\"woocommerce\/product-collection::actions.viewProduct\"\n\t\t\t\t\t>\n\t\t\t\t\t<span >Ajouter au panier<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\n\t\t\t\t<\/div>\n\n\t\t\t\t<\/li><\/ul><\/div>\n<\/div><\/div>\n\n<\/div><\/div>\n<div class=\"kb-row-layout-wrap kb-row-layout-id4637_f7bbb6-b7 alignnone wp-block-kadence-rowlayout\">\n\t<div class=\"kt-row-column-wrap kt-has-2-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n\t\t<div class=\"wp-block-kadence-column kadence-column4637_3ad006-f1\">\n\t\t\t<div class=\"kt-inside-inner-col\">\n\t\t\t\t<div data-wp-context=\"{\" notices=\"\" products=\"\" left=\"\" right=\"\" data-wp-init=\"callbacks.onRender\" data-wp-interactive=\"woocommerce\/product-collection\" data-wp-router-region=\"wc-product-collection-0\" data-__private-preview-state=\"{\" ispreview=\"\" will=\"\" vary=\"\" depending=\"\" on=\"\" the=\"\" page=\"\" being=\"\" viewed.=\"\" data-block-name=\"woocommerce\/product-collection\" data-collection=\"woocommerce\/product-collection\/hand-picked\" data-dimensions=\"{\" widthtype=\"\" data-display-layout=\"{\" type=\"\" data-hide-controls=\"[\" inherit=\"\" data-query-context-includes=\"[\" collection=\"\" data-query-id=\"0\" data-query=\"{\" perpage=\"\" data-tag-name=\"div\" class=\"wp-block-woocommerce-product-collection is-layout-flow wp-block-product-collection-is-layout-flow\">\t\t\n\t\t\t\t\t\n\t\t\t\t\t<div data-wp-interactive=\"woocommerce\/store-notices\" class=\"wc-block-components-notices alignwide\"><\/div>\n\t\t\t\t\t\n\t\t\t\t\t<ul data-block-name=\"woocommerce\/product-template\" class=\"wc-block-product-template__responsive columns-1 wc-block-product-template wp-block-woocommerce-product-template is-layout-flow wp-block-product-template-is-layout-flow\" data-wp-on--scroll=\"actions.watchScroll\" data-wp-init=\"callbacks.initResizeObserver\"><li class=\"wc-block-product post-4960 product type-product status-publish has-post-thumbnail product_cat-report first instock downloadable virtual taxable purchasable product-type-simple entry content-bg loop-entry\" data-wp-interactive=\"woocommerce\/product-collection\" data-wp-context=\"{\" productid=\"\" data-wp-key=\"product-item-4960\">\n\n\t\t\t\t\t<div data-block-name=\"woocommerce\/product-image\" data-is-descendent-of-query-loop=\"true\" data-show-sale-badge=\"false\" class=\"wc-block-components-product-image wc-block-grid__product-image wc-block-components-product-image--aspect-ratio-auto wp-block-woocommerce-product-image\">\n\t\t\t\t\t\t<a href=\"https:\/\/humanoid.guide\/fr\/produit\/rapport-sur-les-robots-humanoides-2026-licence-mono-utilisateur\/\" style=\"\" data-wp-on--click=\"woocommerce\/product-collection::actions.viewProduct\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"1080\" src=\"https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/report_product_single-1.webp\" class=\"attachment-woocommerce_single size-woocommerce_single\" alt=\"Rapport sur les robots humano\u00efdes 2026 \u2013 Licence mono-utilisateur\" data-testid=\"product-image\" data-image-id=\"5750\" style=\"object-fit:cover;\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\"\/>\n\t\t\t\t\t\t\t<div class=\"wc-block-components-product-image__inner-container\"><\/div>\n\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<h2 style=\"line-height:1.4; margin-bottom:0.75rem;margin-top:0;\" class=\"has-text-align-center wp-block-post-title has-medium-font-size\"><a data-wp-on--click=\"woocommerce\/product-collection::actions.viewProduct\" href=\"https:\/\/humanoid.guide\/fr\/produit\/rapport-sur-les-robots-humanoides-2026-licence-mono-utilisateur\/\" target=\"_self\">Rapport sur les robots humano\u00efdes 2026 \u2013 Licence mono-utilisateur<\/a><\/h2>\n\n\t\t\t\t\t<div data-block-name=\"woocommerce\/product-price\" data-font-size=\"large\" data-is-descendent-of-query-loop=\"true\" data-text-align=\"center\" class=\"wp-block-woocommerce-product-price\"><div class=\"wc-block-components-product-price wc-block-grid__product-price has-text-align-center has-font-size has-large-font-size has-text-align-center\" style=\"\">\n\t\t\t\t\t\t<span class=\"woocommerce-Price-amount amount\"><bdi>392 <span class=\"woocommerce-Price-currencySymbol\">$<\/span> <\/bdi><\/span>\n\t\t\t\t\t<\/div><\/div>\n\n\t\t\t\t\t<div data-block-name=\"woocommerce\/product-button\" data-font-size=\"medium\" data-is-descendent-of-query-loop=\"true\" data-text-align=\"center\" data-width=\"50\" class=\"wp-block-button wc-block-components-product-button has-custom-width wp-block-button__width-50 align-center wp-block-woocommerce-product-button has-medium-font-size\" data-wp-context=\"{\" quantitytoadd=\"\" to=\"\" cart=\"\" in=\"\">\n\t\t\t\t\t\t<a class=\"wp-block-button__link wp-element-button wc-block-components-product-button__button add_to_cart_button product_type_simple has-font-size has-medium-font-size has-text-align-center wc-interactive\" style=\"\" href=\"https:\/\/humanoid.guide\/fr\/?page_id=13997&#038;add-to-cart=4960\" rel=\"nofollow\" data-product_id=\"4960\" data-product_sku=\"\" aria-label=\"Add to cart: \u201cHumanoid Robot Report 2026 \u2013 Single User License\u201d\" data-wp-on--click=\"woocommerce\/product-collection::actions.viewProduct\">\n\t\t\t\t\t\t\t<span>Ajouter au panier<\/span>\n\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div class=\"yith-wccp-compare\">\n\t\t\t\t\t\t<a href=\"https:\/\/humanoid.guide\/fr\/?action=yith-woocompare-add-product&#038;id=4960\" class=\"compare button \" data-product_id=\"4960\" target=\"_self\" rel=\"nofollow\">\n\t\t\t\t\t\t\t<span class=\"label\">Comparer<\/span>\n\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n\n\n\n\t<div class=\"wp-block-kadence-column kadence-column4637_b691cf-c4\">\n\t\t<div class=\"kt-inside-inner-col\">\n\t\t\t<div data-wp-context=\"{\" notices=\"\" products=\"\" left=\"\" right=\"\" data-wp-init=\"callbacks.onRender\" data-wp-interactive=\"woocommerce\/product-collection\" data-wp-router-region=\"wc-product-collection-1\" data-__private-preview-state=\"{\" ispreview=\"\" will=\"\" vary=\"\" depending=\"\" on=\"\" the=\"\" page=\"\" being=\"\" viewed.=\"\" data-block-name=\"woocommerce\/product-collection\" data-collection=\"woocommerce\/product-collection\/hand-picked\" data-dimensions=\"{\" widthtype=\"\" data-display-layout=\"{\" type=\"\" data-hide-controls=\"[\" inherit=\"\" data-query-context-includes=\"[\" collection=\"\" data-query-id=\"1\" data-query=\"{\" perpage=\"\" data-tag-name=\"div\" class=\"wp-block-woocommerce-product-collection is-layout-flow wp-block-product-collection-is-layout-flow\">\t\t\n\t\t\t\t<div data-wp-interactive=\"woocommerce\/store-notices\" class=\"wc-block-components-notices alignwide\"><\/div>\n\t\t\t\n\t\t\t\t<ul data-block-name=\"woocommerce\/product-template\" class=\"wc-block-product-template__responsive columns-1 wc-block-product-template wp-block-woocommerce-product-template is-layout-flow wp-block-product-template-is-layout-flow\" data-wp-on--scroll=\"actions.watchScroll\" data-wp-init=\"callbacks.initResizeObserver\"><li class=\"wc-block-product post-4991 product type-product status-publish has-post-thumbnail product_cat-report instock downloadable virtual taxable purchasable product-type-simple entry content-bg loop-entry\" data-wp-interactive=\"woocommerce\/product-collection\" data-wp-context=\"{\" productid=\"\" data-wp-key=\"product-item-4991\">\n\t\t\t\t\t\t\n\t\t\t\t\t<div data-block-name=\"woocommerce\/product-image\" data-is-descendent-of-query-loop=\"true\" data-show-sale-badge=\"false\" data-style=\"{\" dimensions=\"\" class=\"wc-block-components-product-image wc-block-grid__product-image wc-block-components-product-image--aspect-ratio-auto wp-block-woocommerce-product-image\">\n\t\t\t\t\t\t<a href=\"https:\/\/humanoid.guide\/fr\/produit\/rapport-sur-les-robots-humanoides-2026-licence-pour-les-entreprises\/\" style=\"\" data-wp-on--click=\"woocommerce\/product-collection::actions.viewProduct\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"1080\" src=\"https:\/\/humanoid.guide\/wp-content\/uploads\/2025\/09\/report_product_many-1.webp\" class=\"attachment-woocommerce_single size-woocommerce_single\" alt=\"Rapport sur les robots humano\u00efdes 2026 \u2013 Licence pour les entreprises\" data-testid=\"product-image\" data-image-id=\"5749\" style=\"object-fit:cover;aspect-ratio:auto;\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\"\/>\n\t\t\t\t\t\t\t<div class=\"wc-block-components-product-image__inner-container\"><\/div>\n\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<h2 style=\"line-height:1.4; margin-bottom:0.75rem;margin-top:0;\" class=\"has-text-align-center wp-block-post-title has-medium-font-size\"><a data-wp-on--click=\"woocommerce\/product-collection::actions.viewProduct\" href=\"https:\/\/humanoid.guide\/fr\/produit\/rapport-sur-les-robots-humanoides-2026-licence-pour-les-entreprises\/\" target=\"_self\">Rapport sur les robots humano\u00efdes 2026 \u2013 Licence pour les entreprises<\/a><\/h2>\n\n\t\t\t\t\t<div data-block-name=\"woocommerce\/product-price\" data-font-size=\"large\" data-is-descendent-of-query-loop=\"true\" data-text-align=\"center\" class=\"wp-block-woocommerce-product-price\">\n\t\t\t\t\t\t<div class=\"wc-block-components-product-price wc-block-grid__product-price has-text-align-center has-font-size has-large-font-size has-text-align-center\" style=\"\">\n\t\t\t\t\t\t\t<span class=\"woocommerce-Price-amount amount\"><bdi>1 592 <span class=\"woocommerce-Price-currencySymbol\">$<\/span> <\/bdi><\/span>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div data-block-name=\"woocommerce\/product-button\" data-font-size=\"medium\" data-is-descendent-of-query-loop=\"true\" data-text-align=\"center\" data-width=\"50\" class=\"wp-block-button wc-block-components-product-button has-custom-width wp-block-button__width-50 align-center wp-block-woocommerce-product-button has-medium-font-size\" data-wp-context=\"{\" quantitytoadd=\"\" to=\"\" cart=\"\" in=\"\">\n\t\t\t\t\t\t\n\t\t\t\t\t\t<a class=\"wp-block-button__link wp-element-button wc-block-components-product-button__button add_to_cart_button product_type_simple has-font-size has-medium-font-size has-text-align-center wc-interactive\" style=\"\" href=\"https:\/\/humanoid.guide\/fr\/?page_id=13997&#038;add-to-cart=4991\" rel=\"nofollow\" data-product_id=\"4991\" data-product_sku=\"\" aria-label=\"Add to cart: \u201cHumanoid Robot Report 2026 \u2013 Enterprise Users License\u201d\" data-wp-on--click=\"woocommerce\/product-collection::actions.viewProduct\">\n\t\t\t\t\t\t\t<span>Ajouter au panier<\/span>\n\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div class=\"yith-wccp-compare\">\n\t\t\t\t\t\t<a href=\"https:\/\/humanoid.guide\/fr\/?action=yith-woocompare-add-product&#038;id=4991\" class=\"compare button \" data-product_id=\"4991\" target=\"_self\" rel=\"nofollow\">\n\t\t\t\t\t\t\t<span class=\"label\">Comparer<\/span>\n\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/li>\n\t\t\t<\/ul>\n\t\t<\/div>\n\t<\/div>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Buy full report Updated May 2026 Le march\u00e9 des robots humano\u00efdes \u00e0 l&rsquo;horizon 2026Tout ce que vous devez savoir NEWUpdated May 2026\u2013 this report is for you who are shaping the future of robotics: investors, suppliers, humanoid companies, robot integrators, software providers, roboticists, and both industrial and domestic users \u2013 and to all you fellow&#8230;<\/p>\n","protected":false},"author":5,"featured_media":13727,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"_kad_blocks_custom_css":"","_kad_blocks_head_custom_js":"","_kad_blocks_body_custom_js":"","_kad_blocks_footer_custom_js":"","_kad_post_transparent":"","_kad_post_title":"","_kad_post_layout":"","_kad_post_sidebar_id":"","_kad_post_content_style":"","_kad_post_vertical_padding":"","_kad_post_feature":"","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"_kad_post_classname":"","footnotes":""},"class_list":["post-13997","page","type-page","status-publish","has-post-thumbnail","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.9 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Rapport sur le march\u00e9 des robots humano\u00efdes \u00e0 l&#039;horizon 2026 - Humanoid.guide<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/humanoid.guide\/fr\/rapport-sur-le-marche-des-robots-humanoides-a-lhorizon-2026\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Rapport sur le march\u00e9 des robots humano\u00efdes \u00e0 l&#039;horizon 2026 - Humanoid.guide\" \/>\n<meta property=\"og:description\" content=\"Buy full report Updated May 2026 Le march\u00e9 des robots humano\u00efdes \u00e0 l&rsquo;horizon 2026Tout ce que vous devez savoir NEWUpdated May 2026\u2013 this report is for you who are shaping the future of robotics: investors, suppliers, humanoid companies, robot integrators, software providers, roboticists, and both industrial and domestic users \u2013 and to all you fellow...\" \/>\n<meta property=\"og:url\" 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