{"id":659982,"date":"2026-10-02T11:46:39","date_gmt":"2026-10-02T09:46:39","guid":{"rendered":"https:\/\/preprod.aivancity.ai\/blog\/muse-can-buy-book-and-negotiate-for-you-meta-moves-into-agentic-ai\/"},"modified":"2026-10-16T12:36:49","modified_gmt":"2026-10-16T10:36:49","slug":"muse-can-buy-book-and-negotiate-for-you-meta-moves-into-agentic-ai","status":"publish","type":"post","link":"https:\/\/preprod.aivancity.ai\/blog\/en\/muse-can-buy-book-and-negotiate-for-you-meta-moves-into-agentic-ai\/","title":{"rendered":"Muse can buy, book, and negotiate for you: Meta moves into agentic AI"},"content":{"rendered":"\n<div style=\" margin: 28px 0; padding: 26px 30px; background: linear-gradient(135deg, #f4eee5 0%, #ffffff 100%); border-left: 6px solid #986e13; border-radius: 0 14px 14px 0; box-shadow: 0 5px 18px rgba(59, 75, 132, 0.10); \">\n  <p style=\" margin: 0; color: #26345f; font-family: Arial, sans-serif; font-size: 18px; line-height: 1.75; font-weight: 400; text-align: justify; \">\n    <span style=\" float: left; color: #986e13; font-family: Arial, sans-serif; font-size: 64px; font-weight: 700; line-height: 0.82; margin: 7px 10px 0 0; \">L<\/span>aunched by <strong style=\"color: #3358ff;\">Meta<\/strong> on\n    <strong>September 8, 2026<\/strong>, <strong>Muse<\/strong> is presented as\n    a <strong>personal agent<\/strong> capable of browsing the web, filling out\n    forms, preparing purchases, booking certain services, negotiating,\n    and continuing tasks in the background. What is new is not that a\n    model generates better advice: the system can\n    <strong>act in a digital environment<\/strong> with the permissions\n    the user grants it. This delegation makes questions of\n    <strong style=\"color: #986e13;\">control, security, consent, and\n    accountability<\/strong> as important as the capabilities of the model\n    itself.\n  <\/p>\n<\/div>\n\n\n\n<div style=\" display:grid; grid-template-columns:42px 1fr; column-gap:2px; align-items:start; margin:20px 0 30px; \">\n\n  <div style=\" color:#B18418; font-size:23px; line-height:1.2; font-weight:800; letter-spacing:1px; padding-top:5px; \">\n    01\n  <\/div>\n\n  <h2 style=\" margin:0; color:#171D45; font-size:30px; line-height:1.2; font-weight:800; letter-spacing:-0.6px; \">\nWhat Meta actually launched\n  <\/h2>\n\n<\/div>\n\n\n\n<p class=\"text-justify wp-block-paragraph\">Meta introduced Muse on September 8, 2026, as a personal artificial intelligence agent. Unlike a chatbot that mainly responds to a query, Muse can receive a goal, use a browser and connected services, and then chain several actions together to try to accomplish it. Meta notably cites sending emails, booking travel, filling out forms, searching for products, making certain purchases, and negotiating. These capabilities are documented by the company in its official announcement, but they should not be interpreted as proof that every task will be performed correctly on every site, in every interface, or in every situation.<a href=\"#ref1\" data-type=\"internal\" data-id=\"#ref1\">[1]<\/a><\/p>\n\n\n\n<p class=\"text-justify wp-block-paragraph\">Muse runs in a dedicated cloud virtual machine called Muse Secure VM. This architecture provides it with a browser, storage, and a separate execution environment. The user chooses which services the agent can connect to and the level of access granted. For certain sensitive actions, including sending an email or making a purchase, Meta states that human confirmation is required.<a href=\"#ref1\">[1]<\/a><a href=\"#ref2\" data-type=\"internal\" data-id=\"#ref2\">[2]<\/a><\/p>\n\n\n\n<p class=\"text-justify wp-block-paragraph\">The initial launch was limited to the United States. This information, accurate on September 8, has since become partly outdated. At Meta Connect 2026, Meta said that Muse was now available in the United States, Canada, and Mexico and that a rollout to other markets was planned, with no specific timeline for the European Union as of October 2, 2026.<a href=\"#ref4\">[4]<\/a><\/p>\n\n\n\n<div style=\" display:grid; grid-template-columns:42px 1fr; column-gap:2px; align-items:start; margin:20px 0 30px; \">\n\n  <div style=\" color:#B18418; font-size:23px; line-height:1.2; font-weight:800; letter-spacing:1px; padding-top:5px; \">\n    02\n  <\/div>\n\n  <h2 style=\" margin:0; color:#171D45; font-size:30px; line-height:1.2; font-weight:800; letter-spacing:-0.6px; \">\nWhat is actually new\n  <\/h2>\n\n<\/div>\n\n\n\n<p class=\"text-justify wp-block-paragraph\">Agency does not mean that an artificial intelligence has a will of its own. In this context, the term describes a system capable of using a model, tools, memory, and orchestration rules to carry out a sequence of goal-oriented actions. What is new about Muse therefore lies less in some supposed absolute autonomy than in the integration, within a single consumer product, of an agent, a browser, connected services, permissions, memory, and validation mechanisms.<\/p>\n\n\n\n<p class=\"text-justify wp-block-paragraph\">This shift moves the risk boundary. A wrong answer from a chatbot can mislead the user. A wrong action by an agent can, depending on the permissions granted, change a calendar, send a message, fill out a form, or trigger a transaction. The more an agent can act, the more decisive the quality of its control architecture becomes.<\/p>\n\n\n\n<p class=\"text-justify wp-block-paragraph\">The move from advice to execution also changes the notion of trust. For a personal agent to be useful, it may need access to sensitive information: emails, calendar, preferences, task history, third-party accounts, or payment methods. Usefulness and the risk surface therefore grow together.<\/p>\n\n\n\n<style>\n.aiv13-pill{display:flex;align-items:center;gap:4px;background:rgba(255,255,255,0.07);border:1px solid rgba(255,255,255,0.11);border-radius:20px;padding:4px 10px;font-size:11.5px;color:rgba(255,255,255,0.72);white-space:nowrap;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,sans-serif;}\n.aiv13-pill svg{width:11px;height:11px;flex-shrink:0;stroke:#3986e1;}\n.aiv13-cta:hover{background:#2f72c8 !important;}\n.aiv13-badge-inner{display:inline-flex;align-items:center;gap:5px;background:rgba(57,134,225,0.12);border:1px solid rgba(57,134,225,0.35);border-radius:20px;padding:3px 10px;}\n.aiv13-badge-dot{width:5px;height:5px;border-radius:50%;background:#3986e1;display:inline-block;flex-shrink:0;}\n@media(max-width:640px){\n  .aiv13-responsive{flex-direction:column !important;}\n  .aiv13-img-wrap{width:100% !important;height:180px !important;}\n  .aiv13-img-overlay{background:linear-gradient(to bottom,rgba(35,38,65,0) 30%,rgba(35,38,65,1) 100%) !important;}\n  .aiv13-body-wrap{padding:18px 20px 24px !important;}\n  .aiv13-logo-img{width:150px !important;}\n  .aiv13-cta{width:100% !important;text-align:center !important;display:block !important;}\n  .aiv13-badge-hide{display:none !important;}\n}\n<\/style>\n\n<div style=\"background:#232641;border-radius:16px;overflow:hidden;margin:40px 0;box-sizing:border-box;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,sans-serif;\">\n  <div class=\"aiv13-responsive\" style=\"display:flex !important;flex-direction:row !important;min-height:240px;\">\n\n    <div class=\"aiv13-img-wrap\" style=\"width:42% !important;flex-shrink:0 !important;position:relative;overflow:hidden;\">\n      <img decoding=\"async\" src=\"https:\/\/preprod.aivancity.ai\/sites\/default\/files\/2026-09\/emba-card.webp\" alt=\"Executive MBA AI &#038; Business Transformation aivancity\" style=\"width:100% !important;height:100% !important;object-fit:cover !important;object-position:center top !important;display:block !important;filter:brightness(0.9);\"\/>\n      <div class=\"aiv13-img-overlay\" style=\"position:absolute;inset:0;background:linear-gradient(to right,rgba(35,38,65,0) 40%,rgba(35,38,65,0.7) 75%,rgba(35,38,65,1) 100%);\"><\/div>\n    <\/div>\n\n    <div class=\"aiv13-body-wrap\" style=\"flex:1;padding:26px 32px 26px 22px;display:flex !important;flex-direction:column !important;justify-content:space-between;gap:14px;position:relative;z-index:1;box-sizing:border-box;\">\n\n      <img decoding=\"async\" class=\"aiv13-logo-img\" src=\"https:\/\/preprod.aivancity.ai\/blog\/wp-content\/uploads\/2026\/05\/BLANC-FRANCAIS-COMPLET.png\" alt=\"aivancity\" style=\"width:170px !important;height:auto !important;display:block !important;max-width:170px !important;opacity:0.95;\"\/>\n\n      <div style=\"display:flex;flex-direction:column;gap:10px;flex:1;justify-content:center;\">\n        <h2 style=\"font-size:22px;font-weight:700;color:#fff;line-height:1.25;margin:0;\">Executive MBA <span style=\"color:#3986e1;\">AI &#038; Business<br\/>Transformation<\/span><\/h2>\n        <p style=\"font-size:13px;color:rgba(255,255,255,0.58);line-height:1.55;max-width:400px;margin:0;\">The MBA reimagined for the AI era. For experienced executives who want to lead their organization\u2019s transformation. Paris, Nice &#038; Dubai.<\/p>\n        <div style=\"display:flex;flex-wrap:wrap;gap:6px;\">\n          <span class=\"aiv13-pill\"><svg viewbox=\"0 0 24 24\" fill=\"none\" stroke-width=\"2\"><circle cx=\"12\" cy=\"12\" r=\"10\"><\/circle><polyline points=\"12 6 12 12 16 14\"><\/polyline><\/svg>12 months \u2014 Part-time<\/span>\n          <span class=\"aiv13-pill\"><svg viewbox=\"0 0 24 24\" fill=\"none\" stroke-width=\"2\"><path d=\"M17 21v-2a4 4 0 0 0-4-4H5a4 4 0 0 0-4 4v2\"><\/path><circle cx=\"9\" cy=\"7\" r=\"4\"><\/circle><\/svg>Min. 10 years of experience<\/span>\n          <span class=\"aiv13-pill\"><svg viewbox=\"0 0 24 24\" fill=\"none\" stroke-width=\"2\"><polyline points=\"20 6 9 17 4 12\"><\/polyline><\/svg>Early bird \u20ac20,000<\/span>\n          <span class=\"aiv13-pill\"><svg viewbox=\"0 0 24 24\" fill=\"none\" stroke-width=\"2\"><path d=\"M12 2C8.13 2 5 5.13 5 9c0 5.25 7 13 7 13s7-7.75 7-13c0-3.87-3.13-7-7-7z\"><\/path><circle cx=\"12\" cy=\"9\" r=\"2.5\"><\/circle><\/svg>Paris \u00b7 Nice \u00b7 Dubai<\/span>\n        <\/div>\n      <\/div>\n\n      <div style=\"display:flex;align-items:center;justify-content:space-between;flex-wrap:wrap;gap:10px;\">\n        <a class=\"aiv13-cta\" href=\"https:\/\/preprod.aivancity.ai\/formations-professionnel\/executive-mba-ai-business-transformation\" target=\"_blank\" rel=\"noopener noreferrer\" style=\"background:#3986e1 !important;color:#fff !important;font-size:13.5px;font-weight:600;padding:10px 24px;border-radius:8px;text-decoration:none !important;white-space:nowrap;display:inline-block !important;\">\n          Explore the program \u2192\n        <\/a>\n        <span class=\"aiv13-badge-hide aiv13-badge-inner\">\n          <span class=\"aiv13-badge-dot\"><\/span>\n          <span style=\"font-size:10.5px;color:#3986e1;font-weight:600;letter-spacing:0.04em;text-transform:uppercase;\">100% in English<\/span>\n        <\/span>\n      <\/div>\n\n    <\/div>\n  <\/div>\n<\/div>\n\n\n\n<div style=\" display:grid; grid-template-columns:42px 1fr; column-gap:2px; align-items:start; margin:20px 0 30px; \">\n\n  <div style=\" color:#B18418; font-size:23px; line-height:1.2; font-weight:800; letter-spacing:1px; padding-top:5px; \">\n    03\n  <\/div>\n\n  <h2 style=\" margin:0; color:#171D45; font-size:30px; line-height:1.2; font-weight:800; letter-spacing:-0.6px; \">\nHow Muse works\n  <\/h2>\n\n<\/div>\n\n\n\n<p class=\"text-justify wp-block-paragraph\">The architecture Meta describes rests on several layers. The Muse Spark model provides reasoning, planning and tool-use capabilities. The Muse Secure VM offers a persistent environment where the agent can run programs, use a browser and keep track of a task&#8217;s state. Connectors allow it to interact with third-party services. A second component, Sentinel, oversees external actions and outbound network traffic.<a href=\"#ref2\">[2]<\/a><\/p>\n\n\n\n<h3 style=\" margin:25px 0 16px; padding:4px 0 4px 14px; border-left:4px solid #B18418; color:#171D45; font-size:23px; line-height:1.3; font-weight:700; letter-spacing:-0.3px; \">\nThe main technical building blocks\n<\/h3>\n\n\n\n<div style=\"width: 100%; margin: 28px auto; overflow-x: auto;\">\n  <table style=\" width: 100%; min-width: 760px; border-collapse: separate; border-spacing: 0; font-family: Arial, sans-serif; font-size: 16px; line-height: 1.55; color: #26345f; border: 1px solid #e0d5bd; border-radius: 12px; overflow: hidden; box-shadow: 0 5px 18px rgba(152, 110, 19, 0.12); text-align: center; \">\n    <thead>\n      <tr>\n        <th style=\" width: 22%; padding: 16px 18px; background-color: #986e13; color: #ffffff; text-align: center; vertical-align: middle; border-right: 1px solid rgba(255,255,255,0.25); \">\n          Component\n        <\/th>\n\n        <th style=\" width: 39%; padding: 16px 18px; background-color: #986e13; color: #ffffff; text-align: center; vertical-align: middle; border-right: 1px solid rgba(255,255,255,0.25); \">\n          Documented role\n        <\/th>\n\n        <th style=\" width: 39%; padding: 16px 18px; background-color: #986e13; color: #ffffff; text-align: center; vertical-align: middle; \">\n          Point of caution\n        <\/th>\n      <\/tr>\n    <\/thead>\n\n    <tbody>\n\n      <tr>\n        <td style=\" padding: 15px 18px; background-color: #ffffff; color: #986e13; font-weight: 700; text-align: center; vertical-align: middle; border-right: 1px solid #e0d5bd; border-bottom: 1px solid #e0d5bd; \">\n          Muse Spark\n        <\/td>\n\n        <td style=\" padding: 15px 18px; background-color: #ffffff; text-align: center; vertical-align: middle; border-right: 1px solid #e0d5bd; border-bottom: 1px solid #e0d5bd; \">\n          Model used to plan, reason and call on tools for multi-step tasks.\n        <\/td>\n\n        <td style=\" padding: 15px 18px; background-color: #ffffff; text-align: center; vertical-align: middle; border-bottom: 1px solid #e0d5bd; \">\n          Performance varies depending on the task, the tools available and the information encountered.\n        <\/td>\n      <\/tr>\n\n      <tr>\n        <td style=\" padding: 15px 18px; background-color: #faf7f0; color: #986e13; font-weight: 700; text-align: center; vertical-align: middle; border-right: 1px solid #e0d5bd; border-bottom: 1px solid #e0d5bd; \">\n          Muse Secure VM\n        <\/td>\n\n        <td style=\" padding: 15px 18px; background-color: #faf7f0; text-align: center; vertical-align: middle; border-right: 1px solid #e0d5bd; border-bottom: 1px solid #e0d5bd; \">\n          Dedicated virtual machine with a browser, storage and runtime environment.\n        <\/td>\n\n        <td style=\" padding: 15px 18px; background-color: #faf7f0; text-align: center; vertical-align: middle; border-bottom: 1px solid #e0d5bd; \">\n          Isolation reduces certain risks without eliminating agent errors or vulnerabilities in the client software.\n        <\/td>\n      <\/tr>\n\n      <tr>\n        <td style=\" padding: 15px 18px; background-color: #ffffff; color: #986e13; font-weight: 700; text-align: center; vertical-align: middle; border-right: 1px solid #e0d5bd; border-bottom: 1px solid #e0d5bd; \">\n          Connectors\n        <\/td>\n\n        <td style=\" padding: 15px 18px; background-color: #ffffff; text-align: center; vertical-align: middle; border-right: 1px solid #e0d5bd; border-bottom: 1px solid #e0d5bd; \">\n          Controlled access to services such as email, calendar or other applications.\n        <\/td>\n\n        <td style=\" padding: 15px 18px; background-color: #ffffff; text-align: center; vertical-align: middle; border-bottom: 1px solid #e0d5bd; \">\n          Each additional permission widens the potential consequences of an error or a compromise.\n        <\/td>\n      <\/tr>\n\n      <tr>\n        <td style=\" padding: 15px 18px; background-color: #faf7f0; color: #986e13; font-weight: 700; text-align: center; vertical-align: middle; border-right: 1px solid #e0d5bd; border-bottom: 1px solid #e0d5bd; \">\n          Sentinel\n        <\/td>\n\n        <td style=\" padding: 15px 18px; background-color: #faf7f0; text-align: center; vertical-align: middle; border-right: 1px solid #e0d5bd; border-bottom: 1px solid #e0d5bd; \">\n          Separate authority that reviews connector actions and outbound network traffic.\n        <\/td>\n\n        <td style=\" padding: 15px 18px; background-color: #faf7f0; text-align: center; vertical-align: middle; border-bottom: 1px solid #e0d5bd; \">\n          A control layer reduces risk but is not an absolute guarantee of security.\n        <\/td>\n      <\/tr>\n\n      <tr>\n        <td style=\" padding: 15px 18px; background-color: #ffffff; color: #986e13; font-weight: 700; text-align: center; vertical-align: middle; border-right: 1px solid #e0d5bd; \">\n          Human approval\n        <\/td>\n\n        <td style=\" padding: 15px 18px; background-color: #ffffff; text-align: center; vertical-align: middle; border-right: 1px solid #e0d5bd; \">\n          Requests approval for certain sensitive operations.\n        <\/td>\n\n        <td style=\" padding: 15px 18px; background-color: #ffffff; text-align: center; vertical-align: middle; \">\n          Effectiveness depends on which actions require approval and on the clarity of the consent interface.\n        <\/td>\n      <\/tr>\n\n    <\/tbody>\n  <\/table>\n<\/div>\n\n\n\n<p class=\"text-justify wp-block-paragraph\">Meta also describes a secret-separation mechanism: the main agent is not supposed to see actual passwords or tokens directly. Specialized components store the credentials and inject them when needed. This design applies the principle of least privilege, under which a component should have only the access strictly necessary for its task.<a href=\"#ref2\">[2]<\/a><\/p>\n\n\n\n<p class=\"text-justify wp-block-paragraph\">For purchases, Meta announced an integration with Stripe&#8217;s Link using single-use cards, along with the planned arrival of Shop Pay and 1Password. It is important, however, to distinguish what is available from what has merely been announced: at launch, some integrations were still to come.<a href=\"#ref1\">[1]<\/a><\/p>\n\n\n\n<style>\n.aiv10-pill{display:flex;align-items:center;gap:4px;background:rgba(255,255,255,0.07);border:1px solid rgba(255,255,255,0.11);border-radius:20px;padding:4px 10px;font-size:11.5px;color:rgba(255,255,255,0.72);white-space:nowrap;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,sans-serif;}\n.aiv10-pill svg{width:11px;height:11px;flex-shrink:0;stroke:#3986e1;}\n.aiv10-cta:hover{background:#2f72c8 !important;}\n.aiv10-badge-inner{display:inline-flex;align-items:center;gap:5px;background:rgba(57,134,225,0.12);border:1px solid rgba(57,134,225,0.35);border-radius:20px;padding:3px 10px;}\n.aiv10-badge-dot{width:5px;height:5px;border-radius:50%;background:#3986e1;display:inline-block;flex-shrink:0;}\n@media(max-width:640px){\n  .aiv10-responsive{flex-direction:column !important;}\n  .aiv10-img-wrap{width:100% !important;height:180px !important;}\n  .aiv10-img-overlay{background:linear-gradient(to bottom,rgba(35,38,65,0) 30%,rgba(35,38,65,1) 100%) !important;}\n  .aiv10-body-wrap{padding:18px 20px 24px !important;}\n  .aiv10-logo-img{width:150px !important;}\n  .aiv10-cta{width:100% !important;text-align:center !important;display:block !important;}\n  .aiv10-badge-hide{display:none !important;}\n}\n<\/style>\n\n<div style=\"background:#232641;border-radius:16px;overflow:hidden;margin:40px 0;box-sizing:border-box;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,sans-serif;\">\n  <div class=\"aiv10-responsive\" style=\"display:flex !important;flex-direction:row !important;min-height:240px;\">\n\n    <div class=\"aiv10-img-wrap\" style=\"width:42% !important;flex-shrink:0 !important;position:relative;overflow:hidden;\">\n      <img decoding=\"async\" src=\"https:\/\/aivancity.ai\/sites\/default\/files\/2025-11\/vignette-msc-ia-gen.jpg\"\n           alt=\"MSc Generative and Agentic AI aivancity\"\n           style=\"width:100% !important;height:100% !important;object-fit:cover !important;object-position:center top !important;display:block !important;filter:brightness(0.9);\"\/>\n      <div class=\"aiv10-img-overlay\" style=\"position:absolute;inset:0;background:linear-gradient(to right,rgba(35,38,65,0) 40%,rgba(35,38,65,0.7) 75%,rgba(35,38,65,1) 100%);\"><\/div>\n    <\/div>\n\n    <div class=\"aiv10-body-wrap\" style=\"flex:1;padding:26px 32px 26px 22px;display:flex !important;flex-direction:column !important;justify-content:space-between;gap:14px;position:relative;z-index:1;box-sizing:border-box;\">\n\n      <img decoding=\"async\" class=\"aiv10-logo-img\"\n           src=\"https:\/\/aivancity.ai\/blog\/wp-content\/uploads\/2026\/05\/BLANC-FRANCAIS-COMPLET.png\"\n           alt=\"aivancity\"\n           style=\"width:170px !important;height:auto !important;display:block !important;max-width:170px !important;opacity:0.95;\"\/>\n\n      <div style=\"display:flex;flex-direction:column;gap:10px;flex:1;justify-content:center;\">\n        <h2 style=\"font-size:22px;font-weight:700;color:#fff;line-height:1.25;margin:0;\">MSc <span style=\"color:#3986e1;\">Generative AI<\/span><br>and Agentic AI<\/h2>\n        <p style=\"font-size:13px;color:rgba(255,255,255,0.58);line-height:1.55;max-width:400px;margin:0;\">Become an expert in generative and agentic AI: LLMs, transformers, enterprise deployment. Silicon Valley learning trip included. RNCP Level 7 certification (Bac+6).<\/p>\n        <div style=\"display:flex;flex-wrap:wrap;gap:6px;\">\n          <span class=\"aiv10-pill\"><svg viewBox=\"0 0 24 24\" fill=\"none\" stroke-width=\"2\"><circle cx=\"12\" cy=\"12\" r=\"10\"\/><polyline points=\"12 6 12 12 16 14\"\/><\/svg>12 months \u2014 Bac+6<\/span>\n          <span class=\"aiv10-pill\"><svg viewBox=\"0 0 24 24\" fill=\"none\" stroke-width=\"2\"><path d=\"M17 21v-2a4 4 0 0 0-4-4H5a4 4 0 0 0-4 4v2\"\/><circle cx=\"9\" cy=\"7\" r=\"4\"\/><\/svg>Bac+5 with experience<\/span>\n          <span class=\"aiv10-pill\"><svg viewBox=\"0 0 24 24\" fill=\"none\" stroke-width=\"2\"><polyline points=\"20 6 9 17 4 12\"\/><\/svg>Part-time \u2014 Fridays &amp; Saturdays<\/span>\n          <span class=\"aiv10-pill\"><svg viewBox=\"0 0 24 24\" fill=\"none\" stroke-width=\"2\"><path d=\"M12 2C8.13 2 5 5.13 5 9c0 5.25 7 13 7 13s7-7.75 7-13c0-3.87-3.13-7-7-7z\"\/><circle cx=\"12\" cy=\"9\" r=\"2.5\"\/><\/svg>Paris-Villejuif campus<\/span>\n        <\/div>\n      <\/div>\n\n      <div style=\"display:flex;align-items:center;justify-content:space-between;flex-wrap:wrap;gap:10px;\">\n        <a class=\"aiv10-cta\" href=\"https:\/\/aivancity.ai\/en\/program\/msc-intelligences-artificielles-generatives\/presentation\" target=\"_blank\" rel=\"noopener noreferrer\"\n           style=\"background:#3986e1 !important;color:#fff !important;font-size:13.5px;font-weight:600;padding:10px 24px;border-radius:8px;text-decoration:none !important;white-space:nowrap;display:inline-block !important;\">\n          Explore the program \u2192\n        <\/a>\n        <span class=\"aiv10-badge-hide aiv10-badge-inner\">\n          <span class=\"aiv10-badge-dot\"><\/span>\n          <span style=\"font-size:10.5px;color:#3986e1;font-weight:600;letter-spacing:0.04em;text-transform:uppercase;\">RNCP Level 7 certification<\/span>\n        <\/span>\n      <\/div>\n\n    <\/div>\n  <\/div>\n<\/div>\n\n\n\n<div style=\" display:grid; grid-template-columns:42px 1fr; column-gap:2px; align-items:start; margin:20px 0 30px; \">\n\n  <div style=\" color:#B18418; font-size:23px; line-height:1.2; font-weight:800; letter-spacing:1px; padding-top:5px; \">\n    04\n  <\/div>\n\n  <h2 style=\" margin:0; color:#171D45; font-size:30px; line-height:1.2; font-weight:800; letter-spacing:-0.6px; \">\nBuying, booking and negotiating: from advice to digital mandate\n  <\/h2>\n\n<\/div>\n\n\n\n<p class=\"text-justify wp-block-paragraph\">Muse illustrates a shift toward what might be called a digital mandate: the user defines a goal and a scope of authorization, then the agent carries out part of the chain of actions. In commerce, this distinction matters. Recommending a product means providing information; searching for an offer, comparing terms, filling in the required fields and preparing or completing the purchase amounts to taking part in the transaction.<\/p>\n\n\n\n<p class=\"text-justify wp-block-paragraph\">Negotiation is even more revealing. Meta claims that Muse can, in certain scenarios, try to lower a bill or secure better terms. This feature should be presented as a capability announced by Meta, not as a generalized performance demonstrated by an independent evaluation. Whether a negotiation succeeds depends on the website, the service, the commercial rules, the context and the actual room for maneuver available.<a href=\"#ref1\">[1]<\/a><\/p>\n\n\n\n<p class=\"text-justify wp-block-paragraph\">For businesses, the arrival of agents capable of interacting with websites could have several consequences: more automated requests, a need to make pricing and contractual information more structured, the emergence of new sales journeys and the development of interfaces designed as much for agents as for humans. These consequences nonetheless remain speculative. There is not yet enough evidence to measure the share of transactions that will actually be initiated or executed by personal agents.<\/p>\n\n\n\n<div style=\" display:grid; grid-template-columns:42px 1fr; column-gap:2px; align-items:start; margin:20px 0 30px; \">\n\n  <div style=\" color:#B18418; font-size:23px; line-height:1.2; font-weight:800; letter-spacing:1px; padding-top:5px; \">\n    05\n  <\/div>\n\n  <h2 style=\" margin:0; color:#171D45; font-size:30px; line-height:1.2; font-weight:800; letter-spacing:-0.6px; \">\nWhat the evidence actually supports\n  <\/h2>\n\n<\/div>\n\n\n\n<p class=\"text-justify wp-block-paragraph\">Meta&#8217;s documents establish the existence of the announced features, the architecture of the Secure VM, the role of Sentinel and the presence of human approvals for certain operations. They are useful primary sources for understanding what Meta has built, but they are not enough to demonstrate the product&#8217;s average reliability in everyday use, nor to establish that it is safer than any other agent.<a href=\"#ref2\">[2]<\/a><\/p>\n\n\n\n<p class=\"text-justify wp-block-paragraph\">The first independent hands-on reports available in late September 2026 paint a more nuanced picture. Journalists reported successful tasks, but also limitations related to websites, integrations or the accuracy of actions. This early feedback is useful for identifying concrete problems, but it does not yet amount to standardized evaluations on large samples.<a href=\"#ref11\" data-type=\"internal\" data-id=\"#ref11\">[11]<\/a><\/p>\n\n\n\n<p class=\"text-justify wp-block-paragraph\">It is therefore premature to conclude that Muse can replace a human assistant or that it can reliably execute arbitrary workflows. To truly evaluate an agent of this kind, one would need to measure, at a minimum, the task success rate, the number of human interventions required, the frequency of errors, the severity of incorrect actions, robustness against malicious content and the ability to recover after a failure.<\/p>\n\n\n\n<style>\n.aiv10-pill{display:flex;align-items:center;gap:4px;background:rgba(255,255,255,0.07);border:1px solid rgba(255,255,255,0.11);border-radius:20px;padding:4px 10px;font-size:11.5px;color:rgba(255,255,255,0.72);white-space:nowrap;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,sans-serif;}\n.aiv10-pill svg{width:11px;height:11px;flex-shrink:0;stroke:#3986e1;}\n.aiv10-cta:hover{background:#2f72c8 !important;}\n.aiv10-badge-inner{display:inline-flex;align-items:center;gap:5px;background:rgba(57,134,225,0.12);border:1px solid rgba(57,134,225,0.35);border-radius:20px;padding:3px 10px;}\n.aiv10-badge-dot{width:5px;height:5px;border-radius:50%;background:#3986e1;display:inline-block;flex-shrink:0;}\n@media(max-width:640px){\n  .aiv10-responsive{flex-direction:column !important;}\n  .aiv10-img-wrap{width:100% !important;height:180px !important;}\n  .aiv10-img-overlay{background:linear-gradient(to bottom,rgba(35,38,65,0) 30%,rgba(35,38,65,1) 100%) !important;}\n  .aiv10-body-wrap{padding:18px 20px 24px !important;}\n  .aiv10-logo-img{width:150px !important;}\n  .aiv10-cta{width:100% !important;text-align:center !important;display:block !important;}\n  .aiv10-badge-hide{display:none !important;}\n}\n<\/style>\n\n<div style=\"background:#232641;border-radius:16px;overflow:hidden;margin:40px 0;box-sizing:border-box;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,sans-serif;\">\n  <div class=\"aiv10-responsive\" style=\"display:flex !important;flex-direction:row !important;min-height:240px;\">\n\n    <div class=\"aiv10-img-wrap\" style=\"width:42% !important;flex-shrink:0 !important;position:relative;overflow:hidden;\">\n      <img decoding=\"async\" src=\"https:\/\/preprod.aivancity.ai\/sites\/default\/files\/2025-11\/vignette-msc-ia-gen.jpg\" alt=\"aivancity MSc in Generative and Agentic AI\" style=\"width:100% !important;height:100% !important;object-fit:cover !important;object-position:center top !important;display:block !important;filter:brightness(0.9);\"\/>\n      <div class=\"aiv10-img-overlay\" style=\"position:absolute;inset:0;background:linear-gradient(to right,rgba(35,38,65,0) 40%,rgba(35,38,65,0.7) 75%,rgba(35,38,65,1) 100%);\"><\/div>\n    <\/div>\n\n    <div class=\"aiv10-body-wrap\" style=\"flex:1;padding:26px 32px 26px 22px;display:flex !important;flex-direction:column !important;justify-content:space-between;gap:14px;position:relative;z-index:1;box-sizing:border-box;\">\n\n      <img decoding=\"async\" class=\"aiv10-logo-img\" src=\"https:\/\/preprod.aivancity.ai\/blog\/wp-content\/uploads\/2026\/05\/BLANC-FRANCAIS-COMPLET.png\" alt=\"aivancity\" style=\"width:170px !important;height:auto !important;display:block !important;max-width:170px !important;opacity:0.95;\"\/>\n\n      <div style=\"display:flex;flex-direction:column;gap:10px;flex:1;justify-content:center;\">\n        <h2 style=\"font-size:22px;font-weight:700;color:#fff;line-height:1.25;margin:0;\">MSc <span style=\"color:#3986e1;\">Generative<\/span><br\/>and Agentic AI<\/h2>\n\n        <p style=\"font-size:13px;color:rgba(255,255,255,0.58);line-height:1.55;max-width:400px;margin:0;\">Become an expert in generative and agentic AI: LLMs, transformers, enterprise deployment. Silicon Valley learning trip included. RNCP Level 7 certification (Bac+6).<\/p>\n\n        <div style=\"display:flex;flex-wrap:wrap;gap:6px;\">\n          <span class=\"aiv10-pill\">\n            <svg viewbox=\"0 0 24 24\" fill=\"none\" stroke-width=\"2\">\n              <circle cx=\"12\" cy=\"12\" r=\"10\"><\/circle>\n              <polyline points=\"12 6 12 12 16 14\"><\/polyline>\n            <\/svg>\n            12 months \u2014 Bac+6\n          <\/span>\n\n          <span class=\"aiv10-pill\">\n            <svg viewbox=\"0 0 24 24\" fill=\"none\" stroke-width=\"2\">\n              <path d=\"M17 21v-2a4 4 0 0 0-4-4H5a4 4 0 0 0-4 4v2\"><\/path>\n              <circle cx=\"9\" cy=\"7\" r=\"4\"><\/circle>\n            <\/svg>\n            Bac+5 with experience\n          <\/span>\n\n          <span class=\"aiv10-pill\">\n            <svg viewbox=\"0 0 24 24\" fill=\"none\" stroke-width=\"2\">\n              <polyline points=\"20 6 9 17 4 12\"><\/polyline>\n            <\/svg>\n            Part-time \u2014 Fridays &#038; Saturdays\n          <\/span>\n\n          <span class=\"aiv10-pill\">\n            <svg viewbox=\"0 0 24 24\" fill=\"none\" stroke-width=\"2\">\n              <path d=\"M12 2C8.13 2 5 5.13 5 9c0 5.25 7 13 7 13s7-7.75 7-13c0-3.87-3.13-7-7-7z\"><\/path>\n              <circle cx=\"12\" cy=\"9\" r=\"2.5\"><\/circle>\n            <\/svg>\n            Paris-Villejuif campus\n          <\/span>\n        <\/div>\n      <\/div>\n\n      <div style=\"display:flex;align-items:center;justify-content:space-between;flex-wrap:wrap;gap:10px;\">\n        <a class=\"aiv10-cta\" href=\"https:\/\/preprod.aivancity.ai\/en\/program\/msc-generative-and-agent-based-artificial-intelligence\/presentation\" target=\"_blank\" rel=\"noopener noreferrer\" style=\"background:#3986e1 !important;color:#fff !important;font-size:13.5px;font-weight:600;padding:10px 24px;border-radius:8px;text-decoration:none !important;white-space:nowrap;display:inline-block !important;\">\n          Discover the program \u2192\n        <\/a>\n\n        <span class=\"aiv10-badge-hide aiv10-badge-inner\">\n          <span class=\"aiv10-badge-dot\"><\/span>\n          <span style=\"font-size:10.5px;color:#3986e1;font-weight:600;letter-spacing:0.04em;text-transform:uppercase;\">RNCP Level 7 certification<\/span>\n        <\/span>\n      <\/div>\n\n    <\/div>\n  <\/div>\n<\/div>\n\n\n\n<div style=\" display:grid; grid-template-columns:42px 1fr; column-gap:2px; align-items:start; margin:20px 0 30px; \">\n\n  <div style=\" color:#B18418; font-size:23px; line-height:1.2; font-weight:800; letter-spacing:1px; padding-top:5px; \">\n    06\n  <\/div>\n\n  <h2 style=\" margin:0; color:#171D45; font-size:30px; line-height:1.2; font-weight:800; letter-spacing:-0.6px; \">\nWhen security becomes a matter of architecture\n  <\/h2>\n\n<\/div>\n\n\n\n<p class=\"text-justify wp-block-paragraph\">Meta explicitly acknowledges that an agent like Muse can make mistakes and can be attacked through the data it accesses. The best-known risk is indirect prompt injection: a malicious instruction placed in a web page, an email or a document can attempt to hijack the agent&#8217;s behavior. OWASP also identifies tool misuse, privilege escalation, data exfiltration and memory poisoning among the risks specific to agentic systems.<a href=\"#ref2\">[2]<\/a>[<a href=\"#ref6\">6]<\/a><\/p>\n\n\n\n<p class=\"text-justify wp-block-paragraph\">Muse combines several safeguards: virtual machine isolation, secret separation, outbound network controls, granular permissions, human approval and logging. This defense-in-depth approach is consistent with cybersecurity best practices. It does not, however, make the system invulnerable.<\/p>\n\n\n\n<p class=\"text-justify wp-block-paragraph\">A concrete example drove the point home a few days after launch. On September 21, 2026, security researcher Patrick Wardle published a proof of concept targeting the Muse app for macOS. The flaw allowed a local process already able to run under the user&#8217;s account to modify an undocumented setting and redirect dictation traffic, with a risk of the Muse authentication token being retrieved. The key point is not to overstate the scope of the incident: the attack already required local code execution and did not, on its own, constitute a remote intrusion into an uncompromised Mac. Meta then quickly released a fix, according to several specialized outlets.<a href=\"#ref7\">[7]<\/a><a href=\"#ref8\" data-type=\"internal\" data-id=\"#ref8\">[8]<\/a><\/p>\n\n\n\n<p class=\"text-justify wp-block-paragraph\">This incident illustrates a structural challenge: the more permissions an agent has, the more serious the consequences of a vulnerability in the software hosting it can be. An agent&#8217;s security therefore depends not only on its resistance to prompt injection, but on the entire software chain: client, authentication, permissions, connectors, browser, operating system and update mechanisms.<\/p>\n\n\n\n<div style=\" display:grid; grid-template-columns:42px 1fr; column-gap:2px; align-items:start; margin:20px 0 30px; \">\n\n  <div style=\" color:#B18418; font-size:23px; line-height:1.2; font-weight:800; letter-spacing:1px; padding-top:5px; \">\n    07\n  <\/div>\n\n  <h2 style=\" margin:0; color:#171D45; font-size:30px; line-height:1.2; font-weight:800; letter-spacing:-0.6px; \">\nPersonal data, consent and the European framework\n  <\/h2>\n\n<\/div>\n\n\n\n<p class=\"text-justify wp-block-paragraph\">Muse&#8217;s personalization relies on retaining information and on connections to third-party services. Meta states that users can choose which apps are connected, change permissions, ask for certain information to be forgotten and opt out of having their interactions used to train models. The company also states that Muse conversations and data from its VM are not shared with its advertising systems. These are commitments declared by Meta; a full assessment also requires examining the contractual policies and the data processing actually carried out.<a href=\"#ref7\">[<\/a><a href=\"#ref1\" data-type=\"internal\" data-id=\"#ref1\">1]<\/a><\/p>\n\n\n\n<p class=\"text-justify wp-block-paragraph\">In the European Union, the relevant legal framework is not limited to the AI Act. If Muse were offered there, the processing of personal data would in particular have to comply with the GDPR. The obligations would depend on the nature of the data, the purposes, the responsible parties and the connected services. For interactions with an AI system, Article 50 of the AI Act has imposed, since August 2, 2026, certain transparency obligations so that people know when they are interacting directly with an AI. These rules do not mean that all personal agents are automatically classified as high-risk systems.<a href=\"#ref9\" data-type=\"internal\" data-id=\"#ref9\">[9]<\/a><\/p>\n\n\n\n<p class=\"text-justify wp-block-paragraph\">Purchasing or booking operations also raise questions of consumer law and proof of consent. An agent may technically prepare a transaction, but user identification, understanding of the total price, contractual terms, return conditions and the ability to dispute an error remain decisive. Automation does not erase these obligations.<\/p>\n\n\n\n<div style=\" display:grid; grid-template-columns:42px 1fr; column-gap:2px; align-items:start; margin:20px 0 30px; \">\n\n  <div style=\" color:#B18418; font-size:23px; line-height:1.2; font-weight:800; letter-spacing:1px; padding-top:5px; \">\n    08\n  <\/div>\n\n  <h2 style=\" margin:0; color:#171D45; font-size:30px; line-height:1.2; font-weight:800; letter-spacing:-0.6px; \">\nWhere Muse is available as of October 2, 2026\n  <\/h2>\n\n<\/div>\n\n\n\n<p class=\"text-justify wp-block-paragraph\">Muse&#8217;s availability has evolved quickly. On September 8, Meta announced a rollout in the United States on iOS, Android and the web. On September 24, the company said the service was now available in the United States, Canada and Mexico, with more markets to follow.<a href=\"#ref1\">[1]<\/a><a href=\"#ref4\">[4]<\/a><\/p>\n\n\n\n<p class=\"text-justify wp-block-paragraph\">Muse is also available on Mac, and Meta has announced its integration into its AI glasses. These extensions show that Meta no longer positions Muse as a simple app: the company is seeking to turn it into an assistance layer accessible across multiple devices and services.<a href=\"#ref4\">[4]<\/a><\/p>\n\n\n\n<p class=\"text-justify wp-block-paragraph\">As of October 2, 2026, Meta had not announced a specific launch date for Muse in France or, more broadly, in the European Union. It would therefore be incorrect to present the product as already available to the French public. Any change on this point should be verified before the article is published or updated.<\/p>\n\n\n\n<div style=\" display:grid; grid-template-columns:42px 1fr; column-gap:2px; align-items:start; margin:20px 0 30px; \">\n\n  <div style=\" color:#B18418; font-size:23px; line-height:1.2; font-weight:800; letter-spacing:1px; padding-top:5px; \">\n    09\n  <\/div>\n\n  <h2 style=\" margin:0; color:#171D45; font-size:30px; line-height:1.2; font-weight:800; letter-spacing:-0.6px; \">\nWhat to watch next\n  <\/h2>\n\n<\/div>\n\n\n\n<p class=\"text-justify wp-block-paragraph\">Muse is a particularly visible example of the shift from conversational AI to action-taking AI. But the decisive question is not only how many tasks the agent can perform. It is determining under what conditions delegation becomes reliable, reversible and understandable enough to be acceptable.<\/p>\n\n\n\n<p class=\"text-justify wp-block-paragraph\">Several indicators will be decisive in the coming months: the actual frequency of errors, security incidents, the quality of consent mechanisms, how permissions evolve, the ability to explain the actions performed, international availability and any adjustments imposed by regulators. It will also be important to see whether users choose to grant an agent lasting access to the most sensitive areas of their digital lives.<\/p>\n\n\n\n<p class=\"text-justify wp-block-paragraph\">The major change introduced by Muse, then, is not that an AI can book or buy. It is that generative software can become an active intermediary between a person and the digital services they use. As this delegation expands, trust will have to rest less on the promise of ever more autonomous intelligence than on verifiable guarantees of control, security and accountability.<\/p>\n\n\n\n<section style=\" width: 100%; margin: 34px auto; padding: 30px; box-sizing: border-box; background-color: #3b4b84; border-radius: 16px; box-shadow: 0 8px 24px rgba(38, 52, 95, 0.18); font-family: Arial, sans-serif; \">\n  <div style=\" margin-bottom: 24px; padding-bottom: 20px; border-bottom: 1px solid rgba(255, 255, 255, 0.25); \">\n    <h2 style=\" margin: 0 0 12px; color: #ffffff; font-size: 27px; line-height: 1.3; \">\n      Further reading\n    <\/h2>\n\n    <p style=\" margin: 0; max-width: 850px; color: #e8ebf5; font-size: 17px; line-height: 1.7; \">\n      To dig deeper into the transition from\n      <strong style=\"color: #ffffff;\">conversational assistants to agents capable of taking actions<\/strong>,\n      four articles from the aivancity blog extend the analysis.\n    <\/p>\n  <\/div>\n\n  <div style=\" display: grid; grid-template-columns: repeat(auto-fit, minmax(280px, 1fr)); gap: 16px; \">\n\n    <a href=\"https:\/\/preprod.aivancity.ai\/blog\/en\/chatgpt-agent-openai-introduces-an-ai-capable-of-planning-executing-and-learning\/\" target=\"_blank\" rel=\"noopener noreferrer\" style=\" display: flex; flex-direction: column; justify-content: space-between; min-height: 185px; padding: 21px; box-sizing: border-box; background-color: #ffffff; border-top: 5px solid #3358ff; border-radius: 11px; color: #26345f; text-decoration: none; box-shadow: 0 4px 12px rgba(20, 29, 60, 0.16); \">\n      <div>\n        <span style=\" display: inline-block; margin-bottom: 13px; padding: 5px 10px; background-color: #e9edff; color: #3358ff; border-radius: 20px; font-size: 12px; font-weight: 700; letter-spacing: 0.5px; text-transform: uppercase; \">\n          Agentic AI\n        <\/span>\n\n        <strong style=\" display: block; font-size: 17px; line-height: 1.5; \">\n          ChatGPT Agent: OpenAI introduces an AI that can plan, execute\u2026 and learn\n        <\/strong>\n      <\/div>\n\n      <span style=\" display: block; margin-top: 18px; color: #3358ff; font-size: 14px; font-weight: 700; \">\n        Read the analysis \u2192\n      <\/span>\n    <\/a>\n\n    <a href=\"https:\/\/preprod.aivancity.ai\/blog\/en\/openai-is-turning-chatgpt-into-a-true-personal-assistant-with-scheduled-tasks\/\" target=\"_blank\" rel=\"noopener noreferrer\" style=\" display: flex; flex-direction: column; justify-content: space-between; min-height: 185px; padding: 21px; box-sizing: border-box; background-color: #ffffff; border-top: 5px solid #009688; border-radius: 11px; color: #26345f; text-decoration: none; box-shadow: 0 4px 12px rgba(20, 29, 60, 0.16); \">\n      <div>\n        <span style=\" display: inline-block; margin-bottom: 13px; padding: 5px 10px; background-color: #e3f5f2; color: #007c71; border-radius: 20px; font-size: 12px; font-weight: 700; letter-spacing: 0.5px; text-transform: uppercase; \">\n          Automation\n        <\/span>\n\n        <strong style=\" display: block; font-size: 17px; line-height: 1.5; \">\n          OpenAI turns ChatGPT into a true personal assistant with scheduled tasks\n        <\/strong>\n      <\/div>\n\n      <span style=\" display: block; margin-top: 18px; color: #007c71; font-size: 14px; font-weight: 700; \">\n        Read the analysis \u2192\n      <\/span>\n    <\/a>\n\n    <a href=\"https:\/\/preprod.aivancity.ai\/blog\/en\/microsoft-launches-agent-365-the-platform-that-monitors-ai-agents-for-you\/\" target=\"_blank\" rel=\"noopener noreferrer\" style=\" display: flex; flex-direction: column; justify-content: space-between; min-height: 185px; padding: 21px; box-sizing: border-box; background-color: #ffffff; border-top: 5px solid #986e13; border-radius: 11px; color: #26345f; text-decoration: none; box-shadow: 0 4px 12px rgba(20, 29, 60, 0.16); \">\n      <div>\n        <span style=\" display: inline-block; margin-bottom: 13px; padding: 5px 10px; background-color: #f7eed9; color: #986e13; border-radius: 20px; font-size: 12px; font-weight: 700; letter-spacing: 0.5px; text-transform: uppercase; \">\n          Agent governance\n        <\/span>\n\n        <strong style=\" display: block; font-size: 17px; line-height: 1.5; \">\n          Microsoft launches Agent 365: the platform that monitors AI agents for you\n        <\/strong>\n      <\/div>\n\n      <span style=\" display: block; margin-top: 18px; color: #986e13; font-size: 14px; font-weight: 700; \">\n        Read the analysis \u2192\n      <\/span>\n    <\/a>\n\n    <a href=\"https:\/\/preprod.aivancity.ai\/blog\/en\/integration-of-ai-agents-for-the-automation-of-saas-system-maintenance\/\" target=\"_blank\" rel=\"noopener noreferrer\" style=\" display: flex; flex-direction: column; justify-content: space-between; min-height: 185px; padding: 21px; box-sizing: border-box; background-color: #ffffff; border-top: 5px solid #e91e63; border-radius: 11px; color: #26345f; text-decoration: none; box-shadow: 0 4px 12px rgba(20, 29, 60, 0.16); \">\n      <div>\n        <span style=\" display: inline-block; margin-bottom: 13px; padding: 5px 10px; background-color: #fde8ef; color: #c2185b; border-radius: 20px; font-size: 12px; font-weight: 700; letter-spacing: 0.5px; text-transform: uppercase; \">\n          AI Agents &#038; SaaS\n        <\/span>\n\n        <strong style=\" display: block; font-size: 17px; line-height: 1.5; \">\n          Integrating AI agents to automate SaaS system maintenance\n        <\/strong>\n      <\/div>\n\n      <span style=\" display: block; margin-top: 18px; color: #c2185b; font-size: 14px; font-weight: 700; \">\n        Read the analysis \u2192\n      <\/span>\n    <\/a>\n\n  <\/div>\n<\/section>\n\n\n\n<section style=\" width: 100%; margin: 32px auto; padding: 28px 30px; box-sizing: border-box; background-color: #f4f6fb; border: 1px solid #d9dce8; border-radius: 14px; box-shadow: 0 5px 18px rgba(59, 75, 132, 0.10); font-family: Arial, sans-serif; \">\n  <div style=\" margin-bottom: 22px; padding-bottom: 14px; border-bottom: 3px solid #3b4b84; \">\n    <h2 style=\" margin: 0; color: #3b4b84; font-size: 25px; line-height: 1.3; \">\n      Sources\n    <\/h2>\n  <\/div>\n\n  <div style=\" display: flex; flex-direction: column; gap: 13px; \">\n\n    <p id=\"ref1\" style=\" margin: 0; padding: 16px 18px; background-color: #ffffff; color: #26345f; border-left: 4px solid #3358ff; border-radius: 8px; font-size: 15px; line-height: 1.65; \">\n      <strong style=\"color: #3358ff;\">[1]<\/strong>\n      Meta, September 8, 2026.\n      <em>Introducing Muse: The World\u2019s First Personal AI Agent Built for Everyone<\/em>.\n      <a href=\"https:\/\/about.fb.com\/news\/2026\/09\/introducing-muse-personal-ai-agent\/\" target=\"_blank\" rel=\"noopener noreferrer\" style=\" color: #3358ff; font-weight: 700; text-decoration: underline; overflow-wrap: anywhere; \">\n        View source\n      <\/a>\n    <\/p>\n\n    <p id=\"ref2\" style=\" margin: 0; padding: 16px 18px; background-color: #ffffff; color: #26345f; border-left: 4px solid #009688; border-radius: 8px; font-size: 15px; line-height: 1.65; \">\n      <strong style=\"color: #007c71;\">[2]<\/strong>\n      Meta AI Research, September 8, 2026.\n      <em>How We Built Safety Into Muse<\/em>.\n      <a href=\"https:\/\/research.meta.ai\/blog\/security-and-safety-for-ai-agents-our-approach-with-muse\" target=\"_blank\" rel=\"noopener noreferrer\" style=\" color: #007c71; font-weight: 700; text-decoration: underline; overflow-wrap: anywhere; \">\n        View source\n      <\/a>\n    <\/p>\n\n    <p id=\"ref3\" style=\" margin: 0; padding: 16px 18px; background-color: #ffffff; color: #26345f; border-left: 4px solid #986e13; border-radius: 8px; font-size: 15px; line-height: 1.65; \">\n      <strong style=\"color: #986e13;\">[3]<\/strong>\n      Meta AI, 2026.\n      <em>Muse: Your Personal AI Agent<\/em>.\n      <a href=\"https:\/\/ai.meta.com\/muse\/\" target=\"_blank\" rel=\"noopener noreferrer\" style=\" color: #986e13; font-weight: 700; text-decoration: underline; overflow-wrap: anywhere; \">\n        View overview\n      <\/a>\n    <\/p>\n\n    <p id=\"ref4\" style=\" margin: 0; padding: 16px 18px; background-color: #ffffff; color: #26345f; border-left: 4px solid #e91e63; border-radius: 8px; font-size: 15px; line-height: 1.65; \">\n      <strong style=\"color: #c2185b;\">[4]<\/strong>\n      Meta, September 24, 2026.\n      <em>Meta Connect 2026 : Meta annonce de nouvelles lunettes IA, des nouveaut\u00e9s pour Muse et les Meta VR Glasses<\/em>.\n      <a href=\"https:\/\/about.fb.com\/fr\/news\/2026\/09\/meta-connect-2026-meta-annonce-de-nouvelles-lunettes-ia-des-nouveautes-pour-muse-et-les-meta-vr-glasses\/\" target=\"_blank\" rel=\"noopener noreferrer\" style=\" color: #c2185b; font-weight: 700; text-decoration: underline; overflow-wrap: anywhere; \">\n        View source\n      <\/a>\n    <\/p>\n\n    <p id=\"ref5\" style=\" margin: 0; padding: 16px 18px; background-color: #ffffff; color: #26345f; border-left: 4px solid #3b4b84; border-radius: 8px; font-size: 15px; line-height: 1.65; \">\n      <strong style=\"color: #3b4b84;\">[5]<\/strong>\n      Meta AI, 2026.\n      <em>Download Muse<\/em>.\n      <a href=\"https:\/\/ai.meta.com\/muse\/download\/\" target=\"_blank\" rel=\"noopener noreferrer\" style=\" color: #3b4b84; font-weight: 700; text-decoration: underline; overflow-wrap: anywhere; \">\n        View page\n      <\/a>\n    <\/p>\n\n    <p id=\"ref6\" style=\" margin: 0; padding: 16px 18px; background-color: #ffffff; color: #26345f; border-left: 4px solid #3358ff; border-radius: 8px; font-size: 15px; line-height: 1.65; \">\n      <strong style=\"color: #3358ff;\">[6]<\/strong>\n      OWASP, 2026.\n      <em>AI Agent Security Cheat Sheet<\/em>.\n      <a href=\"https:\/\/cheatsheetseries.owasp.org\/cheatsheets\/AI_Agent_Security_Cheat_Sheet.html\" target=\"_blank\" rel=\"noopener noreferrer\" style=\" color: #3358ff; font-weight: 700; text-decoration: underline; overflow-wrap: anywhere; \">\n        View recommendations\n      <\/a>\n    <\/p>\n\n    <p id=\"ref7\" style=\" margin: 0; padding: 16px 18px; background-color: #ffffff; color: #26345f; border-left: 4px solid #009688; border-radius: 8px; font-size: 15px; line-height: 1.65; \">\n      <strong style=\"color: #007c71;\">[7]<\/strong>\n      InfoQ, September 24, 2026.\n      <em>Un-Mused: How a Single Debug Setting Bypassed macOS Security in Meta\u2019s AI Client<\/em>.\n      <a href=\"https:\/\/www.infoq.com\/news\/2026\/09\/meta-muse-zeroday\/\" target=\"_blank\" rel=\"noopener noreferrer\" style=\" color: #007c71; font-weight: 700; text-decoration: underline; overflow-wrap: anywhere; \">\n        Read article\n      <\/a>\n    <\/p>\n\n    <p id=\"ref8\" style=\" margin: 0; padding: 16px 18px; background-color: #ffffff; color: #26345f; border-left: 4px solid #986e13; border-radius: 8px; font-size: 15px; line-height: 1.65; \">\n      <strong style=\"color: #986e13;\">[8]<\/strong>\n      <em>The Verge<\/em>, September 2026.\n      <em>Meta Patches Muse Exploit That Let Attackers Control the AI Agent<\/em>.\n      <a href=\"https:\/\/www.theverge.com\/tech\/998679\/meta-muse-patch-zero-day-exploit-ai-agent\" target=\"_blank\" rel=\"noopener noreferrer\" style=\" color: #986e13; font-weight: 700; text-decoration: underline; overflow-wrap: anywhere; \">\n        Read article\n      <\/a>\n    <\/p>\n\n    <p id=\"ref9\" style=\" margin: 0; padding: 16px 18px; background-color: #ffffff; color: #26345f; border-left: 4px solid #e91e63; border-radius: 8px; font-size: 15px; line-height: 1.65; \">\n      <strong style=\"color: #c2185b;\">[9]<\/strong>\n      European Commission, July 20, 2026.\n      <em>Lignes directrices sur les obligations de transparence pour les fournisseurs et les d\u00e9ployeurs de syst\u00e8mes d\u2019IA<\/em>.\n      <a href=\"https:\/\/digital-strategy.ec.europa.eu\/fr\/library\/guidelines-transparency-obligations-providers-and-deployers-ai-systems\" target=\"_blank\" rel=\"noopener noreferrer\" style=\" color: #c2185b; font-weight: 700; text-decoration: underline; overflow-wrap: anywhere; \">\n        View guidelines\n      <\/a>\n    <\/p>\n\n    <p id=\"ref10\" style=\" margin: 0; padding: 16px 18px; background-color: #ffffff; color: #26345f; border-left: 4px solid #3b4b84; border-radius: 8px; font-size: 15px; line-height: 1.65; \">\n      <strong style=\"color: #3b4b84;\">[10]<\/strong>\n      European Commission, February 17, 2026.\n      <em>Deux ans de r\u00e8glement sur les services num\u00e9riques garantissant des espaces en ligne plus s\u00fbrs<\/em>.\n      <a href=\"https:\/\/commission.europa.eu\/news-and-media\/news\/two-years-digital-services-act-ensuring-safer-online-spaces-2026-02-17_fr\" target=\"_blank\" rel=\"noopener noreferrer\" style=\" color: #3b4b84; font-weight: 700; text-decoration: underline; overflow-wrap: anywhere; \">\n        View source\n      <\/a>\n    <\/p>\n\n    <p id=\"ref11\" style=\" margin: 0; padding: 16px 18px; background-color: #ffffff; color: #26345f; border-left: 4px solid #3358ff; border-radius: 8px; font-size: 15px; line-height: 1.65; \">\n      <strong style=\"color: #3358ff;\">[11]<\/strong>\n      <em>Business Insider<\/em>, September 2026.\n      <em>5 BI Staffers Who Put AI Agents to Work Share What Worked and What Went Wrong<\/em>.\n      <a href=\"https:\/\/www.businessinsider.com\/staffers-test-personal-ai-agent-muse-instinct-highs-lows-2026-9\" target=\"_blank\" rel=\"noopener noreferrer\" style=\" color: #3358ff; font-weight: 700; text-decoration: underline; overflow-wrap: anywhere; \">\n        Read article\n      <\/a>\n    <\/p>\n\n  <\/div>\n<\/section>\n","protected":false},"excerpt":{"rendered":"<p>Launched by Meta on September 8, 2026, Muse is presented as a personal agent capable of browsing the web, filling out forms, preparing purchases, booking certain services, negotiating, and continuing tasks in the background. What&#8230;<\/p>\n","protected":false},"author":9,"featured_media":659960,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[90],"tags":[79],"class_list":["post-659982","post","type-post","status-publish","format-standard","has-post-thumbnail","category-agentic-ai","tag-lets-talk-ai"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Muse: what Meta\u2019s personal AI agent changes<\/title>\n<meta name=\"description\" content=\"Muse turns the AI assistant into an agent that can buy, book, and act. 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