{"id":10301,"date":"2025-04-28T14:53:17","date_gmt":"2025-04-28T18:53:17","guid":{"rendered":"https:\/\/solutionsreview.com\/business-intelligence\/?p=10301"},"modified":"2025-05-16T10:54:10","modified_gmt":"2025-05-16T14:54:10","slug":"deepseek-is-proving-ai-innovation-belongs-to-the-bold-not-the-big","status":"publish","type":"post","link":"https:\/\/solutionsreview.com\/business-intelligence\/deepseek-is-proving-ai-innovation-belongs-to-the-bold-not-the-big\/","title":{"rendered":"DeepSeek is Proving AI Innovation Belongs to the Bold, Not the Big"},"content":{"rendered":"

\"\"<\/p>\n

Globant’s’s Head of Data Science and AI Juan Jose Lopez Murphy offers commentary on how DeepSeek is proving AI innovation belongs to the bold, not the big. <\/strong><\/em>T<\/strong><\/em>his article originally appeared in Insight Jam<\/a>, an enterprise IT community that enables human conversation on AI.<\/span><\/strong><\/em><\/p>\n

\"\"<\/a><\/p>\n

DeepSeek’s\u00a0recent announcement<\/a>\u00a0of its open-source, high-performing LLM sent shockwaves through investor circles. The company\u2019s tool, which could rival ChatGPT, has shaken up assumptions about who holds the keys to AI’s future.<\/p>\n

Both tech leaders and laggards have speculated about the implications of DeepSeek\u2019s LLM for Nvidia, OpenAI, and other major U.S. AI players. But despite the buzz, I don\u2019t view DeepSeek as a threat to American companies. If anything, I see DeepSeek as an open invitation for companies around the globe to compete, experiment, and innovate.<\/p>\n

Because with a tool like DeepSeek\u2019s, you no longer need billions in capital to shake things up. You just need a bold, new AI angle.<\/p>\n

Two Emerging Strategies for AI Innovation <\/strong><\/h3>\n

DeepSeek demonstrates that the future of AI won\u2019t be won solely by the teams with the most GPUs or capital. It\u2019ll be driven by innovators bold enough to question assumptions, iterate faster, and prioritize value over volume.<\/p>\n

It seems like every week a new AI model claims to break all benchmarks and disrupt the status quo. Some of these claims are real and transformative. Others, such as the\u00a0notorious \u201cReflection\u201d model<\/a>, are nothing more than smoke and mirrors.<\/p>\n

DeepSeek is positioned to withstand its hype. Yes, there were\u00a0overblown claims<\/a>\u00a0about the system being trained on \u201cnickels and dimes,\u201d when it largely relied on a robust underlying model that required significant capital and infrastructure to build. And even with DeepSeek’s momentum, it’s not\u00a0rewriting hardware rules<\/a>. You still need infrastructure. You still need GPUs. The fantasy that DeepSeek will soon dethrone Nvidia isn\u2019t realistic.<\/p>\n

But dig deeper and you\u2019ll find\u00a0DeepSeek offers some thoughtful innovation<\/a>: novel reinforcement learning techniques, smart training strategies, and optimizations in numerical precision that created a relatively inexpensive final performance layer. These are engineering wins.<\/p>\n

More than anything, DeepSeek\u2019s technology serves as a helpful reminder that disruption can come from anywhere \u2014 and it\u2019s highlighting a growing creative fracture within the AI market.<\/p>\n

Up to this point, we\u2019ve seen an all-consuming race to build the biggest, most powerful foundation AI models. The model-builder approach is driven by intensive capital, massive scale, and sheer computing power in a relentless arms race for performance.<\/p>\n

But we may be reaching the end of the \u201cbigger is better\u201d era in AI. A more agile movement is emerging in response, focused on application, integration, and delivering stronger real-world utility atop existing models.<\/p>\n

This model-utilizer approach is based on crafting distinctive, value-generating experiences from the best tools available. Most organizations don\u2019t need to train a foundational model from scratch; they just need to understand how to creatively wield what’s already out there.<\/p>\n

As we\u2019ve seen with Mistral, Olmo, and now DeepSeek, these open-source alternatives are quickly growing and maturing. The future of innovation isn\u2019t about who has the most powerful model anymore. It\u2019s about who uses the tools available best.<\/p>\n

So You Want to Innovate with AI? Here\u2019s Where to Focus Energy <\/strong><\/h3>\n

If you\u2019re tasked with figuring out how to better leverage AI at your company \u2014 or you\u2019re building tools and products for others who are \u2014 remember that we\u2019re moving from model supremacy to application supremacy. Creative implementation is what counts most, not sheer capabilities.<\/p>\n

With that in mind, here\u2019s where you should focus your time and energy to drive AI innovation.<\/p>\n

Focus on Fundamentals<\/strong><\/h4>\n

If you\u2019re spending energy debating which AI leaderboard-topping model to implement, you\u2019re missing the point. The success of AI tools depends more on creating the right environment for AI to thrive than on deploying the biggest or most powerful model.<\/p>\n

Start by examining your tech infrastructure. Can it support multi-modal inputs? Does it accommodate agent-based flows? Are your internal systems capable of calling and executing external tools based on AI outputs?<\/p>\n

Then shift your attention to the user layer, where real differentiation happens. How will users engage with your AI-powered products? Is your interface intuitive? Does the flow guide users naturally from question to insight, from prompt to action? And most importantly: Does the output meaningfully support the task at hand?<\/p>\n

Answering these questions matters far more than whether you end up choosing model A or model B:<\/p>\n

Find Value That Sets You Apart<\/strong><\/h4>\n

Innovation isn\u2019t just about what you build \u2014 it\u2019s about how well it complements what makes you different.<\/p>\n

Adopting AI without a clear strategy to establish real-world use cases and deliver tangible benefits is a recipe for lackluster results. You must align your AI initiatives with the unique value your organization brings to the table, reinforcing that value proposition with automation and intelligence.<\/p>\n

Maybe your edge is data privacy. Maybe it\u2019s speed or customization. Whatever the unique position, anchor your AI implementation in an area of strength where your company has a deep understanding of your users or industry. That\u2019s a greater advantage than focusing solely on the performance of OpenAI or other LLMs.<\/p>\n

Consider Mistral. The company isn\u2019t just building competitive models; they\u2019re\u00a0helping companies distill those models for on-premises use<\/a>. That\u2019s a bold, strategic value-add. DeepSeek, meanwhile, went fully open-source. That\u2019s a different kind of offering, one that transfers risk and flexibility onto the user.<\/p>\n

Your AI tools should solve specific problems, enhance experiences, and deliver new capabilities that empower your teams to execute in \u00a0ways no one else can. That\u2019s how you\u2019ll stand out.<\/p>\n

Leave Room for Creativity<\/strong><\/h4>\n

AI adoption shouldn\u2019t follow a rigid, top-down approach. The best use cases aren\u2019t dictated from the C-suite \u2014 they\u2019re the byproduct of end-user experimentation, testing, and tinkering with the tools provided.<\/p>\n

Different models offer different opportunities. Some are more structured, others more exploratory. Some tools feel like collaborators, others like calculators. Let your teams explore the range of AI supports. Create sandboxes. Run small pilots. Serendipity should drive learning.<\/p>\n

For example, AI doesn\u2019t need to only generate answers. It can also help you ask better questions. Whether you\u2019re prepping for a client meeting or navigating a personal decision, AI tools can help you think through problems more clearly. Strive to move beyond popular functionalities \u2014 and tools that simply work \u2014 toward cultivating empowerment via AI systems that enable teams to innovate independently.<\/p>\n

Curiosity is the Competitive Edge<\/strong><\/p>\n

AI innovation doesn\u2019t necessarily come from a vault of capital or a room full of world-class geniuses. It comes from being uncomfortable, curious, and experimental.<\/p>\n

As the global AI race accelerates, don\u2019t get swept up in flashy headlines or bold claims. Stay informed, yes, but more importantly, stay intentional. Focus on what matters for your business, your users, and your future.<\/p>\n

Because in the end, DeepSeek is proving that the AI winners won\u2019t be the biggest or the fastest \u2014 they\u2019ll be the ones most ready for what comes next.<\/p>\n","protected":false},"excerpt":{"rendered":"

Globant’s’s Head of Data Science and AI Juan Jose Lopez Murphy offers commentary on how DeepSeek is proving AI innovation belongs to the bold, not the big. This article originally appeared in Insight Jam, an enterprise IT community that enables human conversation on AI. DeepSeek’s\u00a0recent announcement\u00a0of its open-source, high-performing LLM sent shockwaves through investor circles. […]<\/p>\n","protected":false},"author":1289,"featured_media":10303,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[4],"tags":[1910,1911],"acf":[],"yoast_head":"\nDeepSeek is Proving AI Innovation Belongs to the Bold, Not the Big<\/title>\n<meta name=\"description\" content=\"Globant's's Head of AI Juan Jose Lopez Murphy offers commentary on how DeepSeek is proving AI innovation belongs to the bold, not the big.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/solutionsreview.com\/business-intelligence\/deepseek-is-proving-ai-innovation-belongs-to-the-bold-not-the-big\/\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Juan Jose Lopez Murphy\" \/>\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\":\"WebPage\",\"@id\":\"https:\/\/solutionsreview.com\/business-intelligence\/deepseek-is-proving-ai-innovation-belongs-to-the-bold-not-the-big\/\",\"url\":\"https:\/\/solutionsreview.com\/business-intelligence\/deepseek-is-proving-ai-innovation-belongs-to-the-bold-not-the-big\/\",\"name\":\"DeepSeek is Proving AI Innovation Belongs to the Bold, Not the Big\",\"isPartOf\":{\"@id\":\"https:\/\/solutionsreview.com\/business-intelligence\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/solutionsreview.com\/business-intelligence\/deepseek-is-proving-ai-innovation-belongs-to-the-bold-not-the-big\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/solutionsreview.com\/business-intelligence\/deepseek-is-proving-ai-innovation-belongs-to-the-bold-not-the-big\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/solutionsreview.com\/business-intelligence\/files\/2025\/04\/Business-Intelligence-2-1.jpg\",\"datePublished\":\"2025-04-28T18:53:17+00:00\",\"dateModified\":\"2025-05-16T14:54:10+00:00\",\"author\":{\"@id\":\"https:\/\/solutionsreview.com\/business-intelligence\/#\/schema\/person\/1cbb7d584efc8715caaf3999331581a3\"},\"description\":\"Globant's's Head of AI Juan Jose Lopez Murphy offers commentary on how DeepSeek is proving AI innovation belongs to the bold, not the big.\",\"breadcrumb\":{\"@id\":\"https:\/\/solutionsreview.com\/business-intelligence\/deepseek-is-proving-ai-innovation-belongs-to-the-bold-not-the-big\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/solutionsreview.com\/business-intelligence\/deepseek-is-proving-ai-innovation-belongs-to-the-bold-not-the-big\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/solutionsreview.com\/business-intelligence\/deepseek-is-proving-ai-innovation-belongs-to-the-bold-not-the-big\/#primaryimage\",\"url\":\"https:\/\/solutionsreview.com\/business-intelligence\/files\/2025\/04\/Business-Intelligence-2-1.jpg\",\"contentUrl\":\"https:\/\/solutionsreview.com\/business-intelligence\/files\/2025\/04\/Business-Intelligence-2-1.jpg\",\"width\":800,\"height\":400},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/solutionsreview.com\/business-intelligence\/deepseek-is-proving-ai-innovation-belongs-to-the-bold-not-the-big\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/solutionsreview.com\/business-intelligence\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"DeepSeek is Proving AI Innovation Belongs to the Bold, Not the Big\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/solutionsreview.com\/business-intelligence\/#website\",\"url\":\"https:\/\/solutionsreview.com\/business-intelligence\/\",\"name\":\"Best Business Intelligence and Data Analytics Tools, Software, Solutions & Vendors\",\"description\":\"BI Guides, Analysis and Best Practices\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/solutionsreview.com\/business-intelligence\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/solutionsreview.com\/business-intelligence\/#\/schema\/person\/1cbb7d584efc8715caaf3999331581a3\",\"name\":\"Juan Jose Lopez Murphy\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/solutionsreview.com\/business-intelligence\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/solutionsreview.com\/business-intelligence\/files\/2025\/04\/Juan-Jose-Lopez-Murphy-Globant.jpg\",\"contentUrl\":\"https:\/\/solutionsreview.com\/business-intelligence\/files\/2025\/04\/Juan-Jose-Lopez-Murphy-Globant.jpg\",\"caption\":\"Juan Jose Lopez Murphy\"},\"description\":\"As Head of Data Science and Artificial Intelligence Juan Jos\u00e9 is leading Data Science and AI practices globally, including value proposition, career path definition, technical assessments, project review, and brand recognition. He also leads client meetings on technical, commercial, integration, and ideation of projects and initiatives.\",\"url\":\"https:\/\/solutionsreview.com\/business-intelligence\/author\/jjlmurphy\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"DeepSeek is Proving AI Innovation Belongs to the Bold, Not the Big","description":"Globant's's Head of AI Juan Jose Lopez Murphy offers commentary on how DeepSeek is proving AI innovation belongs to the bold, not the big.","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:\/\/solutionsreview.com\/business-intelligence\/deepseek-is-proving-ai-innovation-belongs-to-the-bold-not-the-big\/","twitter_misc":{"Written by":"Juan Jose Lopez Murphy","Est. reading time":"6 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/solutionsreview.com\/business-intelligence\/deepseek-is-proving-ai-innovation-belongs-to-the-bold-not-the-big\/","url":"https:\/\/solutionsreview.com\/business-intelligence\/deepseek-is-proving-ai-innovation-belongs-to-the-bold-not-the-big\/","name":"DeepSeek is Proving AI Innovation Belongs to the Bold, Not the Big","isPartOf":{"@id":"https:\/\/solutionsreview.com\/business-intelligence\/#website"},"primaryImageOfPage":{"@id":"https:\/\/solutionsreview.com\/business-intelligence\/deepseek-is-proving-ai-innovation-belongs-to-the-bold-not-the-big\/#primaryimage"},"image":{"@id":"https:\/\/solutionsreview.com\/business-intelligence\/deepseek-is-proving-ai-innovation-belongs-to-the-bold-not-the-big\/#primaryimage"},"thumbnailUrl":"https:\/\/solutionsreview.com\/business-intelligence\/files\/2025\/04\/Business-Intelligence-2-1.jpg","datePublished":"2025-04-28T18:53:17+00:00","dateModified":"2025-05-16T14:54:10+00:00","author":{"@id":"https:\/\/solutionsreview.com\/business-intelligence\/#\/schema\/person\/1cbb7d584efc8715caaf3999331581a3"},"description":"Globant's's Head of AI Juan Jose Lopez Murphy offers commentary on how DeepSeek is proving AI innovation belongs to the bold, not the big.","breadcrumb":{"@id":"https:\/\/solutionsreview.com\/business-intelligence\/deepseek-is-proving-ai-innovation-belongs-to-the-bold-not-the-big\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/solutionsreview.com\/business-intelligence\/deepseek-is-proving-ai-innovation-belongs-to-the-bold-not-the-big\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/solutionsreview.com\/business-intelligence\/deepseek-is-proving-ai-innovation-belongs-to-the-bold-not-the-big\/#primaryimage","url":"https:\/\/solutionsreview.com\/business-intelligence\/files\/2025\/04\/Business-Intelligence-2-1.jpg","contentUrl":"https:\/\/solutionsreview.com\/business-intelligence\/files\/2025\/04\/Business-Intelligence-2-1.jpg","width":800,"height":400},{"@type":"BreadcrumbList","@id":"https:\/\/solutionsreview.com\/business-intelligence\/deepseek-is-proving-ai-innovation-belongs-to-the-bold-not-the-big\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/solutionsreview.com\/business-intelligence\/"},{"@type":"ListItem","position":2,"name":"DeepSeek is Proving AI Innovation Belongs to the Bold, Not the Big"}]},{"@type":"WebSite","@id":"https:\/\/solutionsreview.com\/business-intelligence\/#website","url":"https:\/\/solutionsreview.com\/business-intelligence\/","name":"Best Business Intelligence and Data Analytics Tools, Software, Solutions & Vendors","description":"BI Guides, Analysis and Best Practices","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/solutionsreview.com\/business-intelligence\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/solutionsreview.com\/business-intelligence\/#\/schema\/person\/1cbb7d584efc8715caaf3999331581a3","name":"Juan Jose Lopez Murphy","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/solutionsreview.com\/business-intelligence\/#\/schema\/person\/image\/","url":"https:\/\/solutionsreview.com\/business-intelligence\/files\/2025\/04\/Juan-Jose-Lopez-Murphy-Globant.jpg","contentUrl":"https:\/\/solutionsreview.com\/business-intelligence\/files\/2025\/04\/Juan-Jose-Lopez-Murphy-Globant.jpg","caption":"Juan Jose Lopez Murphy"},"description":"As Head of Data Science and Artificial Intelligence Juan Jos\u00e9 is leading Data Science and AI practices globally, including value proposition, career path definition, technical assessments, project review, and brand recognition. He also leads client meetings on technical, commercial, integration, and ideation of projects and initiatives.","url":"https:\/\/solutionsreview.com\/business-intelligence\/author\/jjlmurphy\/"}]}},"_links":{"self":[{"href":"https:\/\/solutionsreview.com\/business-intelligence\/wp-json\/wp\/v2\/posts\/10301"}],"collection":[{"href":"https:\/\/solutionsreview.com\/business-intelligence\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/solutionsreview.com\/business-intelligence\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/solutionsreview.com\/business-intelligence\/wp-json\/wp\/v2\/users\/1289"}],"replies":[{"embeddable":true,"href":"https:\/\/solutionsreview.com\/business-intelligence\/wp-json\/wp\/v2\/comments?post=10301"}],"version-history":[{"count":0,"href":"https:\/\/solutionsreview.com\/business-intelligence\/wp-json\/wp\/v2\/posts\/10301\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/solutionsreview.com\/business-intelligence\/wp-json\/wp\/v2\/media\/10303"}],"wp:attachment":[{"href":"https:\/\/solutionsreview.com\/business-intelligence\/wp-json\/wp\/v2\/media?parent=10301"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/solutionsreview.com\/business-intelligence\/wp-json\/wp\/v2\/categories?post=10301"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/solutionsreview.com\/business-intelligence\/wp-json\/wp\/v2\/tags?post=10301"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}