{"id":21481,"date":"2025-05-15T13:31:40","date_gmt":"2025-05-15T12:31:40","guid":{"rendered":"https:\/\/www.equalexperts.com\/?p=21481"},"modified":"2025-06-04T09:49:14","modified_gmt":"2025-06-04T08:49:14","slug":"there-is-no-such-thing-as-ai-code","status":"publish","type":"post","link":"https:\/\/www.equalexperts.com\/blog\/data-ai\/there-is-no-such-thing-as-ai-code\/","title":{"rendered":"There is no such thing as AI Code"},"content":{"rendered":"<p>It\u2019s easy to get swept up in the promise of AI-generated code: websites springing, fully-formed from a mere idea, no reliance on those pesky developers, those long-lived roadmaps instantly satisfied \u2014 all from an endless well of boilerplate magically assembled!<\/p>\n<p>But beneath the hype lies a critical truth: there is no such thing as \u201cAI code.\u201d Every line that ships carries human intention, oversight, and \u2014 importantly \u2014 liability.<\/p>\n<p>The implications of this reality ripple across every stage of the software lifecycle. To understand what it truly means to \u201cown\u201d AI-assisted code, we need to examine where responsibility breaks down, how teams can structure their practices to stay in control, and what cultural shifts are needed to make AI a reliable collaborator rather than a risky shortcut.<\/p>\n<h2><strong>1. Why AI has no accountability<\/strong><\/h2>\n<p>AI models are powerful pattern-matchers trained on a vast corpora of existing code. Yet they possess no understanding of contracts, regulations, or the real-world consequences of their suggestions. When an AI-generated snippet fails a security audit, leaks sensitive data, or violates compliance standards, there\u2019s no model to answer for it. Liability defaults to:<\/p>\n<ul>\n<li aria-level=\"1\">Individual developers who prompted the AI and merged the code<\/li>\n<li aria-level=\"1\">Leaders who set the release process and approval gates<\/li>\n<li aria-level=\"1\">Organisations whose names appear on contracts and agreements<\/li>\n<\/ul>\n<p>Unlike human authors, AI tools cannot hold certifications, maintain professional indemnity insurance, or appear before regulators. By design, they disclaim ownership \u2014 and responsibility \u2014 in their terms of service. AI can\u2019t have social, contractual or legal accountability for the code, or outcomes of code, delivered.<\/p>\n<p>In a commercial context, blind trust in \u201cAI-authored\u201d deliverables is a recipe for legal exposure and reputational damage.<\/p>\n<h2><strong>2. Human ownership of AI-generated code still matters \u2013 a lot\u00a0<\/strong><\/h2>\n<p>Based on the above, individuals, teams, departments (as well as third-party delivery organisations) have to own the code, and the outcomes that they deliver.<\/p>\n<p>This fundamental responsibility is precisely why the <a href=\"https:\/\/x.com\/karpathy\/status\/1886192184808149383\" target=\"_blank\" rel=\"noopener\">\u201cvibe coding\u201d approach<\/a> (i.e. &#8220;give in to the vibes, embrace exponentials, and forget that the code even exists&#8221;- simply isn\u2019t viable in a commercial setting.<\/p>\n<p>(See: <a href=\"https:\/\/www.equalexperts.com\/blog\/data-ai-2\/the-trouble-with-vibe-coding-when-ai-hype-meets-real-world-software\/\">\u201cThe Trouble with Vibe Coding: When AI Hype Meets Real-World Software\u201d<\/a>.)<\/p>\n<p>Instead, high-performing teams must adopt a disciplined partnership with AI by:<\/p>\n<ul>\n<li aria-level=\"1\"><strong><a href=\"https:\/\/www.equalexperts.com\/blog\/data-ai-2\/safer-llm-responses-using-build-in-guardrails\/\" target=\"_blank\" rel=\"noopener\">Defining clear guardrails<\/a><\/strong>: Establish coding rules, architectural patterns, and security standards up front. Treat prompts like executable policy documents, not throwaway experiments.<\/li>\n<li aria-level=\"1\"><strong><a href=\"https:\/\/www.equalexperts.com\/blog\/data-ai-2\/making-ai-reliable-how-structured-prompts-reduce-randomness\/\" target=\"_blank\" rel=\"noopener\">Curating prompts with context<\/a>:<\/strong> Embed domain knowledge, performance budgets, and compliance constraints directly into each prompt to guide the AI toward safe, maintainable solutions.<\/li>\n<li aria-level=\"1\"><strong>Reviewing every line<\/strong>: Integrate AI suggestions into your development pipeline so that every generated snippet undergoes thorough, continuous review\u2014ideally in small batches or paired workflows to maximize cognitive focus.<\/li>\n<li aria-level=\"1\"><strong>Measuring outcomes<\/strong>: Instrument generated code with the same observability, test coverage, and feedback loops you\u2019d apply to hand-written code. Track defects, performance metrics, and user satisfaction to close the learning loop.<\/li>\n<\/ul>\n<p>By owning both the prompts and the review process, teams transform AI from a black box into a predictable, accountable extension of their engineering practice.<\/p>\n<h2><strong>3. Reviewing AI-generated code is different \u2014 and more valuable \u2014 than typical code review<\/strong><\/h2>\n<p>It\u2019s no secret: code review is often seen as the least-loved ritual in the development lifecycle. Reviewing a teammate\u2019s pull request can feel like unpaid labor\u2014digging through unfamiliar logic, wrestling with someone else\u2019s naming conventions, and justifying nitpicks in comments. However, when that \u201csomeone else\u201d is an AI model, the dynamics shift in your favor.<\/p>\n<ul>\n<li aria-level=\"1\"><strong>It\u2019s still your intent<\/strong>: AI-generated suggestions originate from the prompts you craft. You\u2019re not critiquing a stranger\u2019s implementation; you\u2019re validating your own choices, assessing your own guardrails, and refining your own prompts.<\/li>\n<li aria-level=\"1\"><strong>Purposeful feedback<\/strong>: Instead of flagging arbitrary style nits, you focus on whether the output aligns with business requirements, performance goals, and security mandates.<\/li>\n<li aria-level=\"1\"><strong>Engaging collaboration<\/strong>: Framing reviews as a \u201cconversation with your future self\u201d boosts cognitive engagement. Asking \u201cWill this handle peak load?\u201d or \u201cHow does this integrate with our observability stack?\u201d becomes intellectually stimulating rather than a rote chore.<\/li>\n<li aria-level=\"1\"><strong>Continuous learning<\/strong>: Each review round deepens your understanding of both the problem domain and the AI\u2019s strengths and limitations. Over time, you refine your prompts and patterns, creating a virtuous cycle of improvement.<\/li>\n<\/ul>\n<p>By reframing AI output review as self-reflection rather than external policing, teams can turn a dreaded task into a high-value checkpoint that drives quality, consistency, and collective ownership. Ultimately it becomes an exercise of whether our processes are delivering code that we will stand behind.<\/p>\n<h2><strong>Final thoughts<\/strong><\/h2>\n<p>AI is an extraordinary tool for turbocharging development\u2014but it doesn\u2019t absolve us of accountability. There is no standalone \u201cAI code\u201d: every line is your code, governed by your prompts, reviews, and standards. Embrace AI to boost purpose and productivity \u2014 but keep ownership firmly in human hands.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>It\u2019s easy to get swept up in the promise of AI-generated code: websites springing, fully-formed from a mere idea, no reliance on those pesky developers, those long-lived roadmaps instantly satisfied \u2014 all from an endless well of boilerplate magically assembled! But beneath the hype lies a critical truth: there is no such thing as \u201cAI [&hellip;]<\/p>\n","protected":false},"author":203,"featured_media":21482,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"categories":[806],"tags":[741,813,636,807,651,868],"location":[],"class_list":["post-21481","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data-ai","tag-ai-adoption","tag-ai-enabled-delivery","tag-ai-in-production","tag-ai-in-software-delivery","tag-ai-in-software-development","tag-ai-software-engineering"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v25.9 (Yoast SEO v25.9) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>There is no such thing as AI Code | Equal Experts<\/title>\n<meta name=\"description\" content=\"AI speeds up coding, but not responsibility. Why real-world software still needs human oversight, clear guardrails, and team ownership.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.equalexperts.com\/blog\/data-ai\/there-is-no-such-thing-as-ai-code\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"There is no such thing as AI Code | Equal Experts\" \/>\n<meta property=\"og:description\" content=\"AI speeds up coding, but not responsibility. Why real-world software still needs human oversight, clear guardrails, and team ownership.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.equalexperts.com\/blog\/data-ai\/there-is-no-such-thing-as-ai-code\/\" \/>\n<meta property=\"og:site_name\" content=\"Equal Experts\" \/>\n<meta property=\"article:published_time\" content=\"2025-05-15T12:31:40+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-06-04T08:49:14+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.equalexperts.com\/wp-content\/uploads\/2025\/05\/Blog_There-Is-No-Such-Thing-as-AI-Code.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"514\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Phil Parker\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"There is no such thing as AI Code | Equal Experts\" \/>\n<meta name=\"twitter:description\" content=\"AI speeds up coding, but not responsibility. Why real-world software still needs human oversight, clear guardrails, and team ownership.\" \/>\n<meta name=\"twitter:creator\" content=\"@EqualExperts\" \/>\n<meta name=\"twitter:site\" content=\"@EqualExperts\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Phil Parker\" \/>\n\t<meta name=\"twitter:label2\" content=\"Estimated reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.equalexperts.com\/blog\/data-ai\/there-is-no-such-thing-as-ai-code\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.equalexperts.com\/blog\/data-ai\/there-is-no-such-thing-as-ai-code\/\"},\"author\":{\"name\":\"Phil Parker\",\"@id\":\"https:\/\/www.equalexperts.com\/#\/schema\/person\/cbd345befe59389137f9f4098d09d7fa\"},\"headline\":\"There is no such thing as AI Code\",\"datePublished\":\"2025-05-15T12:31:40+00:00\",\"dateModified\":\"2025-06-04T08:49:14+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.equalexperts.com\/blog\/data-ai\/there-is-no-such-thing-as-ai-code\/\"},\"wordCount\":802,\"publisher\":{\"@id\":\"https:\/\/www.equalexperts.com\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.equalexperts.com\/blog\/data-ai\/there-is-no-such-thing-as-ai-code\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.equalexperts.com\/wp-content\/uploads\/2025\/05\/Blog_There-Is-No-Such-Thing-as-AI-Code.png\",\"keywords\":[\"ai adoption\",\"AI Enabled Delivery\",\"AI in production\",\"AI in Software Delivery\",\"AI in software development\",\"AI software engineering\"],\"articleSection\":[\"Data &amp; AI\"],\"inLanguage\":\"en-GB\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.equalexperts.com\/blog\/data-ai\/there-is-no-such-thing-as-ai-code\/\",\"url\":\"https:\/\/www.equalexperts.com\/blog\/data-ai\/there-is-no-such-thing-as-ai-code\/\",\"name\":\"There is no such thing as AI Code | Equal Experts\",\"isPartOf\":{\"@id\":\"https:\/\/www.equalexperts.com\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.equalexperts.com\/blog\/data-ai\/there-is-no-such-thing-as-ai-code\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.equalexperts.com\/blog\/data-ai\/there-is-no-such-thing-as-ai-code\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.equalexperts.com\/wp-content\/uploads\/2025\/05\/Blog_There-Is-No-Such-Thing-as-AI-Code.png\",\"datePublished\":\"2025-05-15T12:31:40+00:00\",\"dateModified\":\"2025-06-04T08:49:14+00:00\",\"description\":\"AI speeds up coding, but not responsibility. Why real-world software still needs human oversight, clear guardrails, and team ownership.\",\"breadcrumb\":{\"@id\":\"https:\/\/www.equalexperts.com\/blog\/data-ai\/there-is-no-such-thing-as-ai-code\/#breadcrumb\"},\"inLanguage\":\"en-GB\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.equalexperts.com\/blog\/data-ai\/there-is-no-such-thing-as-ai-code\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-GB\",\"@id\":\"https:\/\/www.equalexperts.com\/blog\/data-ai\/there-is-no-such-thing-as-ai-code\/#primaryimage\",\"url\":\"https:\/\/www.equalexperts.com\/wp-content\/uploads\/2025\/05\/Blog_There-Is-No-Such-Thing-as-AI-Code.png\",\"contentUrl\":\"https:\/\/www.equalexperts.com\/wp-content\/uploads\/2025\/05\/Blog_There-Is-No-Such-Thing-as-AI-Code.png\",\"width\":1200,\"height\":514,\"caption\":\"A code generated image of a human eye\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.equalexperts.com\/blog\/data-ai\/there-is-no-such-thing-as-ai-code\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.equalexperts.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"There is no such thing as AI Code\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.equalexperts.com\/#website\",\"url\":\"https:\/\/www.equalexperts.com\/\",\"name\":\"Equal Experts\",\"description\":\"Making Software. Better.\",\"publisher\":{\"@id\":\"https:\/\/www.equalexperts.com\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.equalexperts.com\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-GB\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.equalexperts.com\/#organization\",\"name\":\"Equal Experts\",\"url\":\"https:\/\/www.equalexperts.com\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-GB\",\"@id\":\"https:\/\/www.equalexperts.com\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.equalexperts.com\/wp-content\/uploads\/2018\/08\/Equal_Experts_Logo_CMYK_Colour.jpg\",\"contentUrl\":\"https:\/\/www.equalexperts.com\/wp-content\/uploads\/2018\/08\/Equal_Experts_Logo_CMYK_Colour.jpg\",\"width\":719,\"height\":340,\"caption\":\"Equal Experts\"},\"image\":{\"@id\":\"https:\/\/www.equalexperts.com\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/x.com\/EqualExperts\",\"https:\/\/www.linkedin.com\/company\/equal-experts\/?viewAsMember=true\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.equalexperts.com\/#\/schema\/person\/cbd345befe59389137f9f4098d09d7fa\",\"name\":\"Phil Parker\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-GB\",\"@id\":\"https:\/\/www.equalexperts.com\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/0cd3ec08ffd9740d7ba6ae599477802ec83d3fc00da1998f778b64e8e5a69412?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/0cd3ec08ffd9740d7ba6ae599477802ec83d3fc00da1998f778b64e8e5a69412?s=96&d=mm&r=g\",\"caption\":\"Phil Parker\"}}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"There is no such thing as AI Code | Equal Experts","description":"AI speeds up coding, but not responsibility. Why real-world software still needs human oversight, clear guardrails, and team ownership.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.equalexperts.com\/blog\/data-ai\/there-is-no-such-thing-as-ai-code\/","og_locale":"en_GB","og_type":"article","og_title":"There is no such thing as AI Code | Equal Experts","og_description":"AI speeds up coding, but not responsibility. Why real-world software still needs human oversight, clear guardrails, and team ownership.","og_url":"https:\/\/www.equalexperts.com\/blog\/data-ai\/there-is-no-such-thing-as-ai-code\/","og_site_name":"Equal Experts","article_published_time":"2025-05-15T12:31:40+00:00","article_modified_time":"2025-06-04T08:49:14+00:00","og_image":[{"width":1200,"height":514,"url":"https:\/\/www.equalexperts.com\/wp-content\/uploads\/2025\/05\/Blog_There-Is-No-Such-Thing-as-AI-Code.png","type":"image\/png"}],"author":"Phil Parker","twitter_card":"summary_large_image","twitter_title":"There is no such thing as AI Code | Equal Experts","twitter_description":"AI speeds up coding, but not responsibility. Why real-world software still needs human oversight, clear guardrails, and team ownership.","twitter_creator":"@EqualExperts","twitter_site":"@EqualExperts","twitter_misc":{"Written by":"Phil Parker","Estimated reading time":"4 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.equalexperts.com\/blog\/data-ai\/there-is-no-such-thing-as-ai-code\/#article","isPartOf":{"@id":"https:\/\/www.equalexperts.com\/blog\/data-ai\/there-is-no-such-thing-as-ai-code\/"},"author":{"name":"Phil Parker","@id":"https:\/\/www.equalexperts.com\/#\/schema\/person\/cbd345befe59389137f9f4098d09d7fa"},"headline":"There is no such thing as AI Code","datePublished":"2025-05-15T12:31:40+00:00","dateModified":"2025-06-04T08:49:14+00:00","mainEntityOfPage":{"@id":"https:\/\/www.equalexperts.com\/blog\/data-ai\/there-is-no-such-thing-as-ai-code\/"},"wordCount":802,"publisher":{"@id":"https:\/\/www.equalexperts.com\/#organization"},"image":{"@id":"https:\/\/www.equalexperts.com\/blog\/data-ai\/there-is-no-such-thing-as-ai-code\/#primaryimage"},"thumbnailUrl":"https:\/\/www.equalexperts.com\/wp-content\/uploads\/2025\/05\/Blog_There-Is-No-Such-Thing-as-AI-Code.png","keywords":["ai adoption","AI Enabled Delivery","AI in production","AI in Software Delivery","AI in software development","AI software engineering"],"articleSection":["Data &amp; AI"],"inLanguage":"en-GB"},{"@type":"WebPage","@id":"https:\/\/www.equalexperts.com\/blog\/data-ai\/there-is-no-such-thing-as-ai-code\/","url":"https:\/\/www.equalexperts.com\/blog\/data-ai\/there-is-no-such-thing-as-ai-code\/","name":"There is no such thing as AI Code | Equal Experts","isPartOf":{"@id":"https:\/\/www.equalexperts.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.equalexperts.com\/blog\/data-ai\/there-is-no-such-thing-as-ai-code\/#primaryimage"},"image":{"@id":"https:\/\/www.equalexperts.com\/blog\/data-ai\/there-is-no-such-thing-as-ai-code\/#primaryimage"},"thumbnailUrl":"https:\/\/www.equalexperts.com\/wp-content\/uploads\/2025\/05\/Blog_There-Is-No-Such-Thing-as-AI-Code.png","datePublished":"2025-05-15T12:31:40+00:00","dateModified":"2025-06-04T08:49:14+00:00","description":"AI speeds up coding, but not responsibility. Why real-world software still needs human oversight, clear guardrails, and team ownership.","breadcrumb":{"@id":"https:\/\/www.equalexperts.com\/blog\/data-ai\/there-is-no-such-thing-as-ai-code\/#breadcrumb"},"inLanguage":"en-GB","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.equalexperts.com\/blog\/data-ai\/there-is-no-such-thing-as-ai-code\/"]}]},{"@type":"ImageObject","inLanguage":"en-GB","@id":"https:\/\/www.equalexperts.com\/blog\/data-ai\/there-is-no-such-thing-as-ai-code\/#primaryimage","url":"https:\/\/www.equalexperts.com\/wp-content\/uploads\/2025\/05\/Blog_There-Is-No-Such-Thing-as-AI-Code.png","contentUrl":"https:\/\/www.equalexperts.com\/wp-content\/uploads\/2025\/05\/Blog_There-Is-No-Such-Thing-as-AI-Code.png","width":1200,"height":514,"caption":"A code generated image of a human eye"},{"@type":"BreadcrumbList","@id":"https:\/\/www.equalexperts.com\/blog\/data-ai\/there-is-no-such-thing-as-ai-code\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.equalexperts.com\/"},{"@type":"ListItem","position":2,"name":"There is no such thing as AI Code"}]},{"@type":"WebSite","@id":"https:\/\/www.equalexperts.com\/#website","url":"https:\/\/www.equalexperts.com\/","name":"Equal Experts","description":"Making Software. Better.","publisher":{"@id":"https:\/\/www.equalexperts.com\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.equalexperts.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-GB"},{"@type":"Organization","@id":"https:\/\/www.equalexperts.com\/#organization","name":"Equal Experts","url":"https:\/\/www.equalexperts.com\/","logo":{"@type":"ImageObject","inLanguage":"en-GB","@id":"https:\/\/www.equalexperts.com\/#\/schema\/logo\/image\/","url":"https:\/\/www.equalexperts.com\/wp-content\/uploads\/2018\/08\/Equal_Experts_Logo_CMYK_Colour.jpg","contentUrl":"https:\/\/www.equalexperts.com\/wp-content\/uploads\/2018\/08\/Equal_Experts_Logo_CMYK_Colour.jpg","width":719,"height":340,"caption":"Equal Experts"},"image":{"@id":"https:\/\/www.equalexperts.com\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/x.com\/EqualExperts","https:\/\/www.linkedin.com\/company\/equal-experts\/?viewAsMember=true"]},{"@type":"Person","@id":"https:\/\/www.equalexperts.com\/#\/schema\/person\/cbd345befe59389137f9f4098d09d7fa","name":"Phil Parker","image":{"@type":"ImageObject","inLanguage":"en-GB","@id":"https:\/\/www.equalexperts.com\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/0cd3ec08ffd9740d7ba6ae599477802ec83d3fc00da1998f778b64e8e5a69412?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/0cd3ec08ffd9740d7ba6ae599477802ec83d3fc00da1998f778b64e8e5a69412?s=96&d=mm&r=g","caption":"Phil Parker"}}]}},"_links":{"self":[{"href":"https:\/\/www.equalexperts.com\/wp-json\/wp\/v2\/posts\/21481","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.equalexperts.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.equalexperts.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.equalexperts.com\/wp-json\/wp\/v2\/users\/203"}],"replies":[{"embeddable":true,"href":"https:\/\/www.equalexperts.com\/wp-json\/wp\/v2\/comments?post=21481"}],"version-history":[{"count":0,"href":"https:\/\/www.equalexperts.com\/wp-json\/wp\/v2\/posts\/21481\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.equalexperts.com\/wp-json\/wp\/v2\/media\/21482"}],"wp:attachment":[{"href":"https:\/\/www.equalexperts.com\/wp-json\/wp\/v2\/media?parent=21481"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.equalexperts.com\/wp-json\/wp\/v2\/categories?post=21481"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.equalexperts.com\/wp-json\/wp\/v2\/tags?post=21481"},{"taxonomy":"location","embeddable":true,"href":"https:\/\/www.equalexperts.com\/wp-json\/wp\/v2\/location?post=21481"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}