{"id":3180,"date":"2025-02-06T03:42:19","date_gmt":"2025-02-06T03:42:19","guid":{"rendered":"https:\/\/autogenai.dsstaging2.com\/uk\/blog\/deepseeks-r1-transforming-ai-economics-not-ai-itself\/"},"modified":"2025-03-26T12:12:11","modified_gmt":"2025-03-26T12:12:11","slug":"deepseeks-r1-transforming-ai-economics-not-ai-itself","status":"publish","type":"post","link":"https:\/\/autogenai.com\/uk\/blog\/deepseeks-r1-transforming-ai-economics-not-ai-itself\/","title":{"rendered":"DeepSeek\u2019s R1: Transforming AI Economics, Not AI Itself\u00a0"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/autogenai.com\/uk\/blog\/deepseeks-r1-transforming-ai-economics-not-ai-itself\/#A_Shift_in_AI_Economics_Not_AI_Quality\" >A Shift in AI Economics, Not AI Quality\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/autogenai.com\/uk\/blog\/deepseeks-r1-transforming-ai-economics-not-ai-itself\/#Why_OpenAI_and_NVIDIA_Are_Watching_Closely\" >Why OpenAI and NVIDIA Are Watching Closely\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/autogenai.com\/uk\/blog\/deepseeks-r1-transforming-ai-economics-not-ai-itself\/#What_Happens_Next\" >What Happens Next?\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/autogenai.com\/uk\/blog\/deepseeks-r1-transforming-ai-economics-not-ai-itself\/#A_Shift_in_AI_Economics_Not_AI_Quality-2\" >A Shift in AI Economics, Not AI Quality\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/autogenai.com\/uk\/blog\/deepseeks-r1-transforming-ai-economics-not-ai-itself\/#Why_OpenAI_and_NVIDIA_Are_Watching_Closely-2\" >Why OpenAI and NVIDIA Are Watching Closely\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/autogenai.com\/uk\/blog\/deepseeks-r1-transforming-ai-economics-not-ai-itself\/#What_Happens_Next-2\" >What Happens Next?\u00a0<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"A_Shift_in_AI_Economics_Not_AI_Quality\"><\/span><b><span data-contrast=\"auto\">A Shift in AI Economics, Not AI Quality<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:299,&quot;335559739&quot;:299}\">\u00a0<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span data-contrast=\"auto\">Let\u2019s be clear\u2014R1 isn\u2019t setting a new standard for AI capability. It\u2019s not outperforming the best models in existence. Instead, its real breakthrough lies in its efficiency: achieving comparable results with far less computational power and at a fraction of the cost of other models.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\"><a href=\"https:\/\/www.deepseek.com\/\">DeepSeek<\/a> didn\u2019t need a cutting-edge supercomputer or access to vast proprietary datasets. Instead, they built R1 using relatively modest, consumer-grade hardware. And because R1 is open-source, businesses can study, adapt, and build on top of it freely.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">This doesn\u2019t immediately change the game for end users\u2014but for the industry? It\u2019s a serious shake-up.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Why_OpenAI_and_NVIDIA_Are_Watching_Closely\"><\/span><b><span data-contrast=\"auto\">Why OpenAI and NVIDIA Are Watching Closely<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:299,&quot;335559739&quot;:299}\">\u00a0<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span data-contrast=\"auto\">The release of R1 has rattled the AI investment landscape. For companies like<a href=\"https:\/\/openai.com\/\"> OpenAI<\/a> and <a href=\"https:\/\/www.nvidia.com\/\">NVIDIA,<\/a> this development isn\u2019t just interesting\u2014it\u2019s potentially disruptive.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><strong>OpenAI has long relied on three major competitive advantages:\u00a0<\/strong><\/p>\n<ul>\n<li 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;hybridMultilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Intellectual property (IP):<\/span><\/b><span data-contrast=\"auto\"> Their models are proprietary, with no public insight into how they\u2019re built.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li 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;hybridMultilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">Funding: The hardware required to build AI models is expensive. OpenAI has more money than most.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li 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;hybridMultilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Compute<\/span><\/b><b><span data-contrast=\"auto\"> barriers:<\/span><\/b> <span data-contrast=\"auto\">Training<\/span> <span data-contrast=\"auto\">state-of-the-art<\/span><span data-contrast=\"auto\"> AI requires immense computational power and access to high-end data centers.<\/span> <span data-contrast=\"auto\">Obtaining t<\/span><span data-contrast=\"auto\">he necessary hardware is challenging due to supply chain issues, competition, and reliance on cloud provider partnerships. Having the money <\/span><span data-contrast=\"auto\">isn\u2019t<\/span><span data-contrast=\"auto\"> always enough\u2014you need industry connections too.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"auto\">DeepSeek has undermined all three. By proving that cutting-edge AI can be developed at a fraction of OpenAI\u2019s cost, R1 challenges the idea that AI leadership requires billion-dollar R&amp;D budgets and access to famously hard-to-obtain hardware.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">And then there\u2019s NVIDIA. The company\u2019s meteoric stock rise has been fueled by the belief that AI will continue to demand ever-increasing amounts of high-performance GPUs that only NVIDIA could provide. But, when models like R1 start to deliver competitive performance using significantly less hardware, that assumption starts to look shaky. Of course, demand for compute isn\u2019t disappearing overnight\u2014if anything, democratizing AI development could lead to a broader base of companies training their own models. But for now, DeepSeek has raised an uncomfortable question: <\/span><i><span data-contrast=\"auto\">Does everyone really need to keep throwing money at high-end chips to stay in the AI race?<\/span><\/i><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"What_Happens_Next\"><\/span><b><span data-contrast=\"auto\">What Happens Next?<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:299,&quot;335559739&quot;:299}\">\u00a0<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span data-contrast=\"auto\">The long-term impact of R1 is hard to predict, but there are a few possible scenarios:<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<ol>\n<li data-leveltext=\"%1.\" data-font=\"Aptos\" data-listid=\"2\" data-list-defn-props=\"{&quot;335552541&quot;:0,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[65533,0],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;%1.&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">The commercial AI model faces pressure.<\/span><\/b><span data-contrast=\"auto\"> If companies can build competitive AI for a fraction of OpenAI\u2019s costs, how long can OpenAI justify its massive R&amp;D bills? The answer is probably \u201cfor now,\u201d but not indefinitely.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ol>\n<ol>\n<li data-leveltext=\"%1.\" data-font=\"Aptos\" data-listid=\"2\" data-list-defn-props=\"{&quot;335552541&quot;:0,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[65533,0],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;%1.&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">A new efficiency arms race begins.<\/span><\/b><span data-contrast=\"auto\"> If DeepSeek\u2019s approach can be scaled up and combined with OpenAI\u2019s resources, we might see a leap in model performance. This could push AI companies to rethink their development strategies.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ol>\n<ol>\n<li data-leveltext=\"%1.\" data-font=\"Aptos\" data-listid=\"2\" data-list-defn-props=\"{&quot;335552541&quot;:0,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[65533,0],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;%1.&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">A new wave of AI adoption emerges.<\/span><\/b><span data-contrast=\"auto\"> With costs dropping, businesses of all sizes could start developing bespoke AI models tailored to their specific needs. This would create new demand for compute\u2014just not in the way NVIDIA originally expected.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ol>\n<p><span data-contrast=\"auto\">One thing is certain: DeepSeek has sent a clear message to the AI industry. The rules of the game aren\u2019t set in stone, and the days of AI dominance being dictated by who can throw the most money at the problem may be numbered.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">AutogenAI has always been at the forefront of utilizing new models, integrating OpenAI\u2019s o1 within a week of its release. As the landscape shifts, we\u2019ll be closely evaluating R1 and models like it, ensuring that our platform continues to leverage the best AI available\u2014wherever it comes from.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">DeepSeek hasn\u2019t changed what\u2019s possible with AI. But it has changed who gets to build it\u2014and that might be an even bigger deal.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"A_Shift_in_AI_Economics_Not_AI_Quality-2\"><\/span><b><span data-contrast=\"auto\">A Shift in AI Economics, Not AI Quality<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:299,&quot;335559739&quot;:299}\">\u00a0<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span data-contrast=\"auto\">Let\u2019s be clear\u2014R1 isn\u2019t setting a new standard for AI capability. It\u2019s not outperforming the best models in existence. Instead, its real breakthrough lies in its efficiency: achieving comparable results with far less computational power and at a fraction of the cost of other models.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\"><a href=\"https:\/\/www.deepseek.com\/\">DeepSeek<\/a> didn\u2019t need a cutting-edge supercomputer or access to vast proprietary datasets. Instead, they built R1 using relatively modest, consumer-grade hardware. And because R1 is open-source, businesses can study, adapt, and build on top of it freely.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">This doesn\u2019t immediately change the game for end users\u2014but for the industry? It\u2019s a serious shake-up.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Why_OpenAI_and_NVIDIA_Are_Watching_Closely-2\"><\/span><b><span data-contrast=\"auto\">Why OpenAI and NVIDIA Are Watching Closely<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:299,&quot;335559739&quot;:299}\">\u00a0<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span data-contrast=\"auto\">The release of R1 has rattled the AI investment landscape. For companies like<a href=\"https:\/\/openai.com\/\"> OpenAI<\/a> and <a href=\"https:\/\/www.nvidia.com\/\">NVIDIA,<\/a> this development isn\u2019t just interesting\u2014it\u2019s potentially disruptive.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><strong>OpenAI has long relied on three major competitive advantages:\u00a0<\/strong><\/p>\n<ul>\n<li 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;hybridMultilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Intellectual property (IP):<\/span><\/b><span data-contrast=\"auto\"> Their models are proprietary, with no public insight into how they\u2019re built.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li 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;hybridMultilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">Funding: The hardware required to build AI models is expensive. OpenAI has more money than most.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li 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;hybridMultilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Compute<\/span><\/b><b><span data-contrast=\"auto\"> barriers:<\/span><\/b> <span data-contrast=\"auto\">Training<\/span> <span data-contrast=\"auto\">state-of-the-art<\/span><span data-contrast=\"auto\"> AI requires immense computational power and access to high-end data centers.<\/span> <span data-contrast=\"auto\">Obtaining t<\/span><span data-contrast=\"auto\">he necessary hardware is challenging due to supply chain issues, competition, and reliance on cloud provider partnerships. Having the money <\/span><span data-contrast=\"auto\">isn\u2019t<\/span><span data-contrast=\"auto\"> always enough\u2014you need industry connections too.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"auto\">DeepSeek has undermined all three. By proving that cutting-edge AI can be developed at a fraction of OpenAI\u2019s cost, R1 challenges the idea that AI leadership requires billion-dollar R&amp;D budgets and access to famously hard-to-obtain hardware.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">And then there\u2019s NVIDIA. The company\u2019s meteoric stock rise has been fueled by the belief that AI will continue to demand ever-increasing amounts of high-performance GPUs that only NVIDIA could provide. But, when models like R1 start to deliver competitive performance using significantly less hardware, that assumption starts to look shaky. Of course, demand for compute isn\u2019t disappearing overnight\u2014if anything, democratizing AI development could lead to a broader base of companies training their own models. But for now, DeepSeek has raised an uncomfortable question: <\/span><i><span data-contrast=\"auto\">Does everyone really need to keep throwing money at high-end chips to stay in the AI race?<\/span><\/i><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"What_Happens_Next-2\"><\/span><b><span data-contrast=\"auto\">What Happens Next?<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:299,&quot;335559739&quot;:299}\">\u00a0<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span data-contrast=\"auto\">The long-term impact of R1 is hard to predict, but there are a few possible scenarios:<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<ol>\n<li data-leveltext=\"%1.\" data-font=\"Aptos\" data-listid=\"2\" data-list-defn-props=\"{&quot;335552541&quot;:0,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[65533,0],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;%1.&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">The commercial AI model faces pressure.<\/span><\/b><span data-contrast=\"auto\"> If companies can build competitive AI for a fraction of OpenAI\u2019s costs, how long can OpenAI justify its massive R&amp;D bills? The answer is probably \u201cfor now,\u201d but not indefinitely.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ol>\n<ol>\n<li data-leveltext=\"%1.\" data-font=\"Aptos\" data-listid=\"2\" data-list-defn-props=\"{&quot;335552541&quot;:0,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[65533,0],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;%1.&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">A new efficiency arms race begins.<\/span><\/b><span data-contrast=\"auto\"> If DeepSeek\u2019s approach can be scaled up and combined with OpenAI\u2019s resources, we might see a leap in model performance. This could push AI companies to rethink their development strategies.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ol>\n<ol>\n<li data-leveltext=\"%1.\" data-font=\"Aptos\" data-listid=\"2\" data-list-defn-props=\"{&quot;335552541&quot;:0,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[65533,0],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;%1.&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">A new wave of AI adoption emerges.<\/span><\/b><span data-contrast=\"auto\"> With costs dropping, businesses of all sizes could start developing bespoke AI models tailored to their specific needs. This would create new demand for compute\u2014just not in the way NVIDIA originally expected.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ol>\n<p><span data-contrast=\"auto\">One thing is certain: DeepSeek has sent a clear message to the AI industry. The rules of the game aren\u2019t set in stone, and the days of AI dominance being dictated by who can throw the most money at the problem may be numbered.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">AutogenAI has always been at the forefront of utilizing new models, integrating OpenAI\u2019s o1 within a week of its release. As the landscape shifts, we\u2019ll be closely evaluating R1 and models like it, ensuring that our platform continues to leverage the best AI available\u2014wherever it comes from.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">DeepSeek hasn\u2019t changed what\u2019s possible with AI. But it has changed who gets to build it\u2014and that might be an even bigger deal.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>A Shift in AI Economics, Not AI Quality\u00a0 Let\u2019s be clear\u2014R1 isn\u2019t setting a new standard for AI capability. It\u2019s not outperforming the best models in existence. Instead, its real breakthrough lies in its efficiency: achieving comparable results with far less computational power and at a fraction of the cost of other models.\u00a0 DeepSeek didn\u2019t&#8230;<\/p>\n","protected":false},"author":83,"featured_media":3019,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[4],"tags":[],"class_list":["post-3180","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-category-2"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>DeepSeek\u2019s R1: Transforming AI Economics | AutogenAI<\/title>\n<meta name=\"description\" content=\"Let\u2019s be clear\u2014R1 isn\u2019t setting a new standard for AI capability. It\u2019s not outperforming the best models in existence.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/autogenai.com\/uk\/blog\/deepseeks-r1-transforming-ai-economics-not-ai-itself\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"DeepSeek\u2019s R1: Transforming AI Economics | AutogenAI\" \/>\n<meta property=\"og:description\" content=\"Let\u2019s be clear\u2014R1 isn\u2019t setting a new standard for AI capability. It\u2019s not outperforming the best models in existence.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/autogenai.com\/uk\/blog\/deepseeks-r1-transforming-ai-economics-not-ai-itself\/\" \/>\n<meta property=\"og:site_name\" content=\"AutogenAI UK\" \/>\n<meta property=\"article:published_time\" content=\"2025-02-06T03:42:19+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-03-26T12:12:11+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/autogenai.com\/uk\/wp-content\/uploads\/sites\/4\/2025\/02\/shutterstock_2248471653.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1000\" \/>\n\t<meta property=\"og:image:height\" content=\"665\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Archie Rowberry, Technical Prompt Engineer at AutogenAI\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Archie Rowberry, Technical Prompt Engineer at AutogenAI\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"6 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/autogenai.com\\\/uk\\\/blog\\\/deepseeks-r1-transforming-ai-economics-not-ai-itself\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/autogenai.com\\\/uk\\\/blog\\\/deepseeks-r1-transforming-ai-economics-not-ai-itself\\\/\"},\"author\":{\"name\":\"Archie Rowberry, Technical Prompt Engineer at AutogenAI\",\"@id\":\"https:\\\/\\\/autogenai.com\\\/uk\\\/#\\\/schema\\\/person\\\/90a7a11385e4c6d881a915b493fe6e32\"},\"headline\":\"DeepSeek\u2019s R1: Transforming AI Economics, Not AI Itself\u00a0\",\"datePublished\":\"2025-02-06T03:42:19+00:00\",\"dateModified\":\"2025-03-26T12:12:11+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/autogenai.com\\\/uk\\\/blog\\\/deepseeks-r1-transforming-ai-economics-not-ai-itself\\\/\"},\"wordCount\":1279,\"image\":{\"@id\":\"https:\\\/\\\/autogenai.com\\\/uk\\\/blog\\\/deepseeks-r1-transforming-ai-economics-not-ai-itself\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/autogenai.com\\\/uk\\\/wp-content\\\/uploads\\\/sites\\\/4\\\/2025\\\/02\\\/shutterstock_2248471653.jpg\",\"articleSection\":[\"AI\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/autogenai.com\\\/uk\\\/blog\\\/deepseeks-r1-transforming-ai-economics-not-ai-itself\\\/\",\"url\":\"https:\\\/\\\/autogenai.com\\\/uk\\\/blog\\\/deepseeks-r1-transforming-ai-economics-not-ai-itself\\\/\",\"name\":\"DeepSeek\u2019s R1: Transforming AI Economics | AutogenAI\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/autogenai.com\\\/uk\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/autogenai.com\\\/uk\\\/blog\\\/deepseeks-r1-transforming-ai-economics-not-ai-itself\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/autogenai.com\\\/uk\\\/blog\\\/deepseeks-r1-transforming-ai-economics-not-ai-itself\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/autogenai.com\\\/uk\\\/wp-content\\\/uploads\\\/sites\\\/4\\\/2025\\\/02\\\/shutterstock_2248471653.jpg\",\"datePublished\":\"2025-02-06T03:42:19+00:00\",\"dateModified\":\"2025-03-26T12:12:11+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/autogenai.com\\\/uk\\\/#\\\/schema\\\/person\\\/90a7a11385e4c6d881a915b493fe6e32\"},\"description\":\"Let\u2019s be clear\u2014R1 isn\u2019t setting a new standard for AI capability. It\u2019s not outperforming the best models in existence.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/autogenai.com\\\/uk\\\/blog\\\/deepseeks-r1-transforming-ai-economics-not-ai-itself\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/autogenai.com\\\/uk\\\/blog\\\/deepseeks-r1-transforming-ai-economics-not-ai-itself\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/autogenai.com\\\/uk\\\/blog\\\/deepseeks-r1-transforming-ai-economics-not-ai-itself\\\/#primaryimage\",\"url\":\"https:\\\/\\\/autogenai.com\\\/uk\\\/wp-content\\\/uploads\\\/sites\\\/4\\\/2025\\\/02\\\/shutterstock_2248471653.jpg\",\"contentUrl\":\"https:\\\/\\\/autogenai.com\\\/uk\\\/wp-content\\\/uploads\\\/sites\\\/4\\\/2025\\\/02\\\/shutterstock_2248471653.jpg\",\"width\":1000,\"height\":665,\"caption\":\"Using AI in Bid Writing\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/autogenai.com\\\/uk\\\/blog\\\/deepseeks-r1-transforming-ai-economics-not-ai-itself\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/autogenai.com\\\/uk\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"DeepSeek\u2019s R1: Transforming AI Economics, Not AI Itself\u00a0\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/autogenai.com\\\/uk\\\/#website\",\"url\":\"https:\\\/\\\/autogenai.com\\\/uk\\\/\",\"name\":\"AutogenAI UK\",\"description\":\"Win more business\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/autogenai.com\\\/uk\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/autogenai.com\\\/uk\\\/#\\\/schema\\\/person\\\/90a7a11385e4c6d881a915b493fe6e32\",\"name\":\"Archie Rowberry, Technical Prompt Engineer at AutogenAI\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/8ec9e2165765e1e009d7f037f693f771726ecb4f5ef7b150846c8e7783a07b0b?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/8ec9e2165765e1e009d7f037f693f771726ecb4f5ef7b150846c8e7783a07b0b?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/8ec9e2165765e1e009d7f037f693f771726ecb4f5ef7b150846c8e7783a07b0b?s=96&d=mm&r=g\",\"caption\":\"Archie Rowberry, Technical Prompt Engineer at AutogenAI\"},\"url\":\"https:\\\/\\\/autogenai.com\\\/uk\\\/blog\\\/author\\\/archie_rowberry_technical_prompt_engineer_at_autog\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"DeepSeek\u2019s R1: Transforming AI Economics | AutogenAI","description":"Let\u2019s be clear\u2014R1 isn\u2019t setting a new standard for AI capability. It\u2019s not outperforming the best models in existence.","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:\/\/autogenai.com\/uk\/blog\/deepseeks-r1-transforming-ai-economics-not-ai-itself\/","og_locale":"en_US","og_type":"article","og_title":"DeepSeek\u2019s R1: Transforming AI Economics | AutogenAI","og_description":"Let\u2019s be clear\u2014R1 isn\u2019t setting a new standard for AI capability. It\u2019s not outperforming the best models in existence.","og_url":"https:\/\/autogenai.com\/uk\/blog\/deepseeks-r1-transforming-ai-economics-not-ai-itself\/","og_site_name":"AutogenAI UK","article_published_time":"2025-02-06T03:42:19+00:00","article_modified_time":"2025-03-26T12:12:11+00:00","og_image":[{"width":1000,"height":665,"url":"https:\/\/autogenai.com\/uk\/wp-content\/uploads\/sites\/4\/2025\/02\/shutterstock_2248471653.jpg","type":"image\/jpeg"}],"author":"Archie Rowberry, Technical Prompt Engineer at AutogenAI","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Archie Rowberry, Technical Prompt Engineer at AutogenAI","Est. reading time":"6 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/autogenai.com\/uk\/blog\/deepseeks-r1-transforming-ai-economics-not-ai-itself\/#article","isPartOf":{"@id":"https:\/\/autogenai.com\/uk\/blog\/deepseeks-r1-transforming-ai-economics-not-ai-itself\/"},"author":{"name":"Archie Rowberry, Technical Prompt Engineer at AutogenAI","@id":"https:\/\/autogenai.com\/uk\/#\/schema\/person\/90a7a11385e4c6d881a915b493fe6e32"},"headline":"DeepSeek\u2019s R1: Transforming AI Economics, Not AI Itself\u00a0","datePublished":"2025-02-06T03:42:19+00:00","dateModified":"2025-03-26T12:12:11+00:00","mainEntityOfPage":{"@id":"https:\/\/autogenai.com\/uk\/blog\/deepseeks-r1-transforming-ai-economics-not-ai-itself\/"},"wordCount":1279,"image":{"@id":"https:\/\/autogenai.com\/uk\/blog\/deepseeks-r1-transforming-ai-economics-not-ai-itself\/#primaryimage"},"thumbnailUrl":"https:\/\/autogenai.com\/uk\/wp-content\/uploads\/sites\/4\/2025\/02\/shutterstock_2248471653.jpg","articleSection":["AI"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/autogenai.com\/uk\/blog\/deepseeks-r1-transforming-ai-economics-not-ai-itself\/","url":"https:\/\/autogenai.com\/uk\/blog\/deepseeks-r1-transforming-ai-economics-not-ai-itself\/","name":"DeepSeek\u2019s R1: Transforming AI Economics | AutogenAI","isPartOf":{"@id":"https:\/\/autogenai.com\/uk\/#website"},"primaryImageOfPage":{"@id":"https:\/\/autogenai.com\/uk\/blog\/deepseeks-r1-transforming-ai-economics-not-ai-itself\/#primaryimage"},"image":{"@id":"https:\/\/autogenai.com\/uk\/blog\/deepseeks-r1-transforming-ai-economics-not-ai-itself\/#primaryimage"},"thumbnailUrl":"https:\/\/autogenai.com\/uk\/wp-content\/uploads\/sites\/4\/2025\/02\/shutterstock_2248471653.jpg","datePublished":"2025-02-06T03:42:19+00:00","dateModified":"2025-03-26T12:12:11+00:00","author":{"@id":"https:\/\/autogenai.com\/uk\/#\/schema\/person\/90a7a11385e4c6d881a915b493fe6e32"},"description":"Let\u2019s be clear\u2014R1 isn\u2019t setting a new standard for AI capability. It\u2019s not outperforming the best models in existence.","breadcrumb":{"@id":"https:\/\/autogenai.com\/uk\/blog\/deepseeks-r1-transforming-ai-economics-not-ai-itself\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/autogenai.com\/uk\/blog\/deepseeks-r1-transforming-ai-economics-not-ai-itself\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/autogenai.com\/uk\/blog\/deepseeks-r1-transforming-ai-economics-not-ai-itself\/#primaryimage","url":"https:\/\/autogenai.com\/uk\/wp-content\/uploads\/sites\/4\/2025\/02\/shutterstock_2248471653.jpg","contentUrl":"https:\/\/autogenai.com\/uk\/wp-content\/uploads\/sites\/4\/2025\/02\/shutterstock_2248471653.jpg","width":1000,"height":665,"caption":"Using AI in Bid Writing"},{"@type":"BreadcrumbList","@id":"https:\/\/autogenai.com\/uk\/blog\/deepseeks-r1-transforming-ai-economics-not-ai-itself\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/autogenai.com\/uk\/"},{"@type":"ListItem","position":2,"name":"DeepSeek\u2019s R1: Transforming AI Economics, Not AI Itself\u00a0"}]},{"@type":"WebSite","@id":"https:\/\/autogenai.com\/uk\/#website","url":"https:\/\/autogenai.com\/uk\/","name":"AutogenAI UK","description":"Win more business","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/autogenai.com\/uk\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/autogenai.com\/uk\/#\/schema\/person\/90a7a11385e4c6d881a915b493fe6e32","name":"Archie Rowberry, Technical Prompt Engineer at AutogenAI","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/8ec9e2165765e1e009d7f037f693f771726ecb4f5ef7b150846c8e7783a07b0b?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/8ec9e2165765e1e009d7f037f693f771726ecb4f5ef7b150846c8e7783a07b0b?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/8ec9e2165765e1e009d7f037f693f771726ecb4f5ef7b150846c8e7783a07b0b?s=96&d=mm&r=g","caption":"Archie Rowberry, Technical Prompt Engineer at AutogenAI"},"url":"https:\/\/autogenai.com\/uk\/blog\/author\/archie_rowberry_technical_prompt_engineer_at_autog\/"}]}},"_links":{"self":[{"href":"https:\/\/autogenai.com\/uk\/wp-json\/wp\/v2\/posts\/3180","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/autogenai.com\/uk\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/autogenai.com\/uk\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/autogenai.com\/uk\/wp-json\/wp\/v2\/users\/83"}],"replies":[{"embeddable":true,"href":"https:\/\/autogenai.com\/uk\/wp-json\/wp\/v2\/comments?post=3180"}],"version-history":[{"count":2,"href":"https:\/\/autogenai.com\/uk\/wp-json\/wp\/v2\/posts\/3180\/revisions"}],"predecessor-version":[{"id":3571,"href":"https:\/\/autogenai.com\/uk\/wp-json\/wp\/v2\/posts\/3180\/revisions\/3571"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/autogenai.com\/uk\/wp-json\/wp\/v2\/media\/3019"}],"wp:attachment":[{"href":"https:\/\/autogenai.com\/uk\/wp-json\/wp\/v2\/media?parent=3180"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/autogenai.com\/uk\/wp-json\/wp\/v2\/categories?post=3180"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/autogenai.com\/uk\/wp-json\/wp\/v2\/tags?post=3180"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}