{"id":7168,"date":"2025-08-07T13:12:20","date_gmt":"2025-08-07T13:12:20","guid":{"rendered":"https:\/\/staging.elixirrdigital.com\/us\/?p=7168"},"modified":"2025-08-07T13:22:05","modified_gmt":"2025-08-07T13:22:05","slug":"how-ai-is-learning-to-see-hear-and-understand","status":"publish","type":"post","link":"https:\/\/staging.elixirrdigital.com\/us\/2025\/08\/07\/how-ai-is-learning-to-see-hear-and-understand\/","title":{"rendered":"Beyond Text: How AI is Learning to See, Hear &#038; Understand Our World"},"content":{"rendered":"<p><span data-contrast=\"auto\">At this point, you&#8217;ve no doubt heard of or tried artificial intelligence (AI) that can compose emails, write articles, or generate code. It\u2019s impressive, sure. But it\u2019s only one piece of the puzzle. The real world isn&#8217;t just text on a screen, it&#8217;s a rich blend of sights, sounds, and sensory information. So, what if AI could understand our world more like we do?<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240,&quot;335559740&quot;:278}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">The next wave of AI is learning to do just that. It&#8217;s making a fundamental leap from understanding the world through a single lens &#8211; like only processing text &#8211; to perceiving it through multiple channels at once: sight, sound, and language combined.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240,&quot;335559740&quot;:278}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">What&#8217;s emerging has the potential to dramatically change how we work, create, and interact with technology. This multi-modal development is opening new possibilities \u2013 like tools that can analyze a photo while chatting about it, or systems that create content across formats all at once.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240,&quot;335559740&quot;:278}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">AI is still finding its feet in this space, with a lot of the capabilities still being figured out. But the progress we\u2019re seeing now is laying the groundwork for tools and applications that would\u2019ve felt like science fiction not too long ago.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240,&quot;335559740&quot;:278}\">\u00a0<\/span><\/p>\n<h2><span class=\"TextRun SCXW256863233 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW256863233 BCX0\" data-ccp-parastyle=\"heading 3\">The <\/span><span class=\"NormalTextRun SCXW256863233 BCX0\" data-ccp-parastyle=\"heading 3\">starting point<\/span><span class=\"NormalTextRun SCXW256863233 BCX0\" data-ccp-parastyle=\"heading 3\">: AI <\/span><span class=\"NormalTextRun SCXW256863233 BCX0\" data-ccp-parastyle=\"heading 3\">with a single sense<\/span><\/span><span class=\"EOP SCXW256863233 BCX0\" data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;201341983&quot;:0,&quot;335559738&quot;:281,&quot;335559739&quot;:281,&quot;335559740&quot;:278}\">\u00a0<\/span><\/h2>\n<p><span data-contrast=\"auto\">Until recently, most AI models were single-modal, basically like AI having only one sense.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240,&quot;335559740&quot;:278}\">\u00a0<\/span><\/p>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Some models could only work with text, making them ideal for writing emails or translating languages.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:278}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">Others handled only images and were best at identifying objects in photos.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:278}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">And some processed only audio, like the early systems designed to transcribe speech.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:278}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"auto\">While powerful, these models have a pretty major limitation: they can&#8217;t connect the dots between different types of information. They might understand the word <\/span><i><span data-contrast=\"auto\">dog<\/span><\/i><span data-contrast=\"auto\">, but they couldn&#8217;t connect it to a picture of a dog or the sound of a dog barking.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240,&quot;335559740&quot;:278}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">That said, don\u2019t underestimate single-modal AI as, for the right task, it can be exactly what you need. By focusing on just one type of data (like text), these models can reach impressive levels depth and sophistication.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:240,&quot;335559740&quot;:278}\">\u00a0<\/span><\/p>\n<p><i><span data-contrast=\"auto\">For a real-world look at how a powerful text-only model can be harnessed to create effective business solutions, <\/span><\/i><a href=\"https:\/\/staging.elixirrdigital.com\/2025\/01\/07\/effective-system-prompting-techniques-for-generative-ai-success\/\"><i><span data-contrast=\"none\">read our related case study<\/span><\/i><\/a><i><span data-contrast=\"auto\">.<\/span><\/i><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240,&quot;335559740&quot;:278}\">\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2><span class=\"TextRun SCXW89167686 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW89167686 BCX0\" data-ccp-parastyle=\"heading 3\">The <\/span><span class=\"NormalTextRun SCXW89167686 BCX0\" data-ccp-parastyle=\"heading 3\">evolution<\/span><span class=\"NormalTextRun SCXW89167686 BCX0\" data-ccp-parastyle=\"heading 3\">: <\/span><span class=\"NormalTextRun SCXW89167686 BCX0\" data-ccp-parastyle=\"heading 3\">giving <\/span><span class=\"NormalTextRun SCXW89167686 BCX0\" data-ccp-parastyle=\"heading 3\">AI <\/span><span class=\"NormalTextRun SCXW89167686 BCX0\" data-ccp-parastyle=\"heading 3\">multiple s<\/span><span class=\"NormalTextRun SCXW89167686 BCX0\" data-ccp-parastyle=\"heading 3\">enses<\/span><\/span><span class=\"EOP SCXW89167686 BCX0\" data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;201341983&quot;:0,&quot;335559738&quot;:160,&quot;335559739&quot;:80,&quot;335559740&quot;:278}\">\u00a0<\/span><\/h2>\n<p><span data-contrast=\"auto\">To make AI more helpful and intuitive, researchers realized it needed to understand the world in all its variety. That\u2019s where multi-modal AI comes in.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:278}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">A multi-modal model is a more advanced kind of AI that can make sense of different types of information at the same time, like text, images, audio, and video. It learns to connect these inputs in a more holistic way. For example, it understands that the word <\/span><i><span data-contrast=\"auto\">dog<\/span><\/i><span data-contrast=\"auto\">, a photo of a furry companion, and the sound of a bark are all connected to the same concept.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:278}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">By combining these &#8220;senses&#8221;, multi-modal AI have a much deeper and more nuanced understanding of the world. The result is an AI that can interact with us in more natural and powerful ways.<\/span><\/p>\n<h2><span class=\"TextRun SCXW59588705 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW59588705 BCX0\" data-ccp-parastyle=\"heading 3\">How <\/span><span class=\"NormalTextRun SCXW59588705 BCX0\" data-ccp-parastyle=\"heading 3\">multi-modal <\/span><span class=\"NormalTextRun SCXW59588705 BCX0\" data-ccp-parastyle=\"heading 3\">AI is <\/span><span class=\"NormalTextRun SCXW59588705 BCX0\" data-ccp-parastyle=\"heading 3\">changing our reality<\/span><\/span><span class=\"EOP SCXW59588705 BCX0\" data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;201341983&quot;:0,&quot;335559738&quot;:160,&quot;335559739&quot;:80,&quot;335559740&quot;:278}\">\u00a0<\/span><\/h2>\n<p><span data-contrast=\"auto\">This isn&#8217;t just a futuristic concept; multi-modal models are already being used in the real world to solve difficult problems:<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:278}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Healthcare: <\/span><span data-contrast=\"auto\">AI can read a doctor&#8217;s typed notes, look at an X-ray, and listen to a patient describe their symptoms to help give a more accurate diagnosis.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:278}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Vehicles: <\/span><span data-contrast=\"auto\">Autonomous driving systems rely on multi-modal AI to process visuals from cameras, sound from the environment, and sensor data \u2013 all to navigate roads safely.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:278}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Home: <\/span><span data-contrast=\"auto\">The latest virtual assistants are multi-modal too. They don&#8217;t just respond to your voice, they can also \u201csee\u201d through a camera, ultimately making interactions more smooth. Whether it\u2019s identifying a plant or fixing a leaky tap, AI is more capable than ever before.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:278}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Current models (at time of writing) such as OpenAI&#8217;s GPT-4o and Google&#8217;s Gemini, can already understand and respond to a mix of text, audio, and images at the same time. This unlocks amazing new capabilities, like solving a math problem just by looking at a photo or having a real-time conversation about what\u2019s happening in a live video.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:278}\">\u00a0<\/span><\/p>\n<h2><span class=\"TextRun SCXW191188891 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW191188891 BCX0\" data-ccp-parastyle=\"heading 3\">The <\/span><span class=\"NormalTextRun SCXW191188891 BCX0\" data-ccp-parastyle=\"heading 3\">benefits of a multi-sensed <\/span><span class=\"NormalTextRun SCXW191188891 BCX0\" data-ccp-parastyle=\"heading 3\">AI<\/span><\/span><span class=\"EOP SCXW191188891 BCX0\" data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;201341983&quot;:0,&quot;335559738&quot;:160,&quot;335559739&quot;:80,&quot;335559740&quot;:278}\">\u00a0<\/span><\/h2>\n<p><span data-contrast=\"auto\">So, why does all this matter? Mostly because an AI that can see, hear, and read has some pretty incredible advantages:<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:278}\">\u00a0<\/span><\/p>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Deeper understanding:<\/span><\/b><span data-contrast=\"auto\"> It can grasp the full context of a situation, leading to more accurate and relevant responses.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:278}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Better decision-making:<\/span><\/b><span data-contrast=\"auto\"> By pulling from multiple data sources, it can arguably make more informed and \u201creliable\u201d judgments.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:278}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">More versatility:<\/span><\/b><span data-contrast=\"auto\"> It can navigate complicated, data-rich environments and take on tasks that were once impossible for AI.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:278}\">\u00a0<\/span><\/li>\n<\/ul>\n<h2><span class=\"TextRun SCXW112061103 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW112061103 BCX0\" data-ccp-parastyle=\"heading 3\">The <\/span><span class=\"NormalTextRun SCXW112061103 BCX0\" data-ccp-parastyle=\"heading 3\">future is multi-modal<\/span><\/span><span class=\"EOP SCXW112061103 BCX0\" data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;201341983&quot;:0,&quot;335559738&quot;:160,&quot;335559739&quot;:80,&quot;335559740&quot;:278}\">\u00a0<\/span><\/h2>\n<p><span data-contrast=\"auto\">From smart homes that predict your needs through cameras, microphones and sensors, to healthcare apps that provide life-saving predictions, multi-modal learning is the next huge thing in AI. It\u2019s creating a future where technology understands us better and interacts with us more \u201cnaturally\u201d.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:278}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">This is arguably one of the most exciting frontiers in tech today, and it\u2019s only just getting started. Understanding the shift from single to multi-modal AI is essential for anyone curious about where the digital realm is headed.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:278}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Want to see a real-world example? <\/span><a href=\"https:\/\/staging.elixirrdigital.com\/2025\/01\/07\/how-advanced-prompt-engineering-for-afib-is-revolutionising-patient-education\/\"><span data-contrast=\"none\">Read our related blog post<\/span><\/a><span data-contrast=\"auto\"> to see how we developed a multi-modal chatbot that uses both text and voice to help people struggling with atrial fibrillation.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:240,&quot;335559740&quot;:278}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">If you want to implement something similar in your business, feel free to reach out to us!<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:240,&quot;335559740&quot;:278}\">\u00a0<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>At this point, you&#8217;ve no doubt heard of or tried artificial intelligence (AI) that can compose emails, write articles, or generate code. It\u2019s impressive, sure. But it\u2019s only one piece&hellip;<\/p>\n","protected":false},"author":7,"featured_media":7169,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[30],"tags":[],"related_service":[51],"related_industry":[133],"class_list":["post-7168","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-and-machine-learning"],"acf":[],"card":"<article class=\"wp-component-card wp-component-card--dark wp-component-card--resource wp-component-card--post wp-component-card--full-width            wp-component-card--link js-card-link\n        \">\n            <div class=\"wp-component-card__image\">\n            <img width=\"868\" height=\"579\" src=\"https:\/\/staging.elixirrdigital.com\/us\/wp-content\/uploads\/sites\/2\/2025\/08\/steve-johnson-_0iV9LmPDn0-unsplash-scaled-e1754572286535-868x579.jpg\" class=\"attachment-card-1-col size-card-1-col\" alt=\"Digital illustration of a brain made from white circuit lines against a dark blue, tech-inspired background.\" decoding=\"async\" loading=\"lazy\" srcset=\"https:\/\/staging.elixirrdigital.com\/us\/wp-content\/uploads\/sites\/2\/2025\/08\/steve-johnson-_0iV9LmPDn0-unsplash-scaled-e1754572286535-868x579.jpg 868w, https:\/\/staging.elixirrdigital.com\/us\/wp-content\/uploads\/sites\/2\/2025\/08\/steve-johnson-_0iV9LmPDn0-unsplash-scaled-e1754572286535-276x184.jpg 276w, https:\/\/staging.elixirrdigital.com\/us\/wp-content\/uploads\/sites\/2\/2025\/08\/steve-johnson-_0iV9LmPDn0-unsplash-scaled-e1754572286535-696x464.jpg 696w, https:\/\/staging.elixirrdigital.com\/us\/wp-content\/uploads\/sites\/2\/2025\/08\/steve-johnson-_0iV9LmPDn0-unsplash-scaled-e1754572286535-450x300.jpg 450w\" sizes=\"auto, (max-width: 868px) 100vw, 868px\" \/>        <\/div>\n        <div class=\"wp-component-card__content\">\n        <div class=\"wp-component-card__content-top\">\n                                                    <p class=\"wp-component-card__eyebrow\">\n                    Blog                <\/p>\n                        <a href='https:\/\/staging.elixirrdigital.com\/us\/2025\/08\/07\/how-ai-is-learning-to-see-hear-and-understand\/'>\n        <h2 class='wp-component-card__title'>\n            Beyond Text: How AI is Learning to See, Hear &#038; Understand Our World\n        <\/h2>\n    <\/a>        <\/div>\n                    <div class=\"wp-component-card__content-bottom\">\n                                    <div class=\"wp-component-card__description wysiwyg\">\n                        At this point, you&#8217;ve no doubt heard of or tried artificial intelligence (AI) that can compose emails, write articles, or generate code. It\u2019s impressive, sure. But it\u2019s only one piece&hellip;                    <\/div>\n                                                                    <div class=\"wp-component-card__meta\">\n                                                    <p class=\"wp-component-card__date\">\n                                07 August 2025                            <\/p>\n                                                                            <div class=\"wp-component-card__terms\">\n                                                                                            <div class=\"wp-component-tags__tag\">\n                Technology            <\/div>\n                                                                                        <span class=\"wp-component-card__terms-separator\">|<\/span>\n                                                                                                                                <div class=\"wp-component-tags__tag\">\n                AI            <\/div>\n                                                                                                            <\/div>\n                                            <\/div>\n                                            <\/div>\n            <\/div>\n<\/article>\n","_links":{"self":[{"href":"https:\/\/staging.elixirrdigital.com\/us\/wp-json\/wp\/v2\/posts\/7168","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/staging.elixirrdigital.com\/us\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/staging.elixirrdigital.com\/us\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/staging.elixirrdigital.com\/us\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/staging.elixirrdigital.com\/us\/wp-json\/wp\/v2\/comments?post=7168"}],"version-history":[{"count":0,"href":"https:\/\/staging.elixirrdigital.com\/us\/wp-json\/wp\/v2\/posts\/7168\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/staging.elixirrdigital.com\/us\/wp-json\/wp\/v2\/media\/7169"}],"wp:attachment":[{"href":"https:\/\/staging.elixirrdigital.com\/us\/wp-json\/wp\/v2\/media?parent=7168"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/staging.elixirrdigital.com\/us\/wp-json\/wp\/v2\/categories?post=7168"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/staging.elixirrdigital.com\/us\/wp-json\/wp\/v2\/tags?post=7168"},{"taxonomy":"related_service","embeddable":true,"href":"https:\/\/staging.elixirrdigital.com\/us\/wp-json\/wp\/v2\/related_service?post=7168"},{"taxonomy":"related_industry","embeddable":true,"href":"https:\/\/staging.elixirrdigital.com\/us\/wp-json\/wp\/v2\/related_industry?post=7168"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}