{"id":629427,"date":"2024-07-31T12:47:52","date_gmt":"2024-07-31T09:47:52","guid":{"rendered":"https:\/\/en.buradabiliyorum.com\/building-a-nurturing-ecosystem-in-deep-tech-collaboration-over-proprietary-innovation\/"},"modified":"2024-07-31T12:47:52","modified_gmt":"2024-07-31T09:47:52","slug":"building-a-nurturing-ecosystem-in-deep-tech-collaboration-over-proprietary-innovation","status":"publish","type":"post","link":"https:\/\/buradabiliyorum.com\/en\/building-a-nurturing-ecosystem-in-deep-tech-collaboration-over-proprietary-innovation\/","title":{"rendered":"#Building a nurturing ecosystem in deep tech: collaboration over proprietary innovation"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_85 counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<label for=\"ez-toc-cssicon-toggle-item-6a429472d4b28\" class=\"ez-toc-cssicon-toggle-label\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #dd3333;color:#dd3333\" 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: #dd3333;color:#dd3333\" 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><\/label><input type=\"checkbox\"  id=\"ez-toc-cssicon-toggle-item-6a429472d4b28\" checked aria-label=\"Toggle\" \/><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:\/\/buradabiliyorum.com\/en\/building-a-nurturing-ecosystem-in-deep-tech-collaboration-over-proprietary-innovation\/#The_case_for_collaboration_across_deep_tech\" >The case for collaboration across deep tech<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/buradabiliyorum.com\/en\/building-a-nurturing-ecosystem-in-deep-tech-collaboration-over-proprietary-innovation\/#Open_source_as_a_catalyst_for_deep_tech_ecosystems\" >Open source as a catalyst for deep tech ecosystems<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/buradabiliyorum.com\/en\/building-a-nurturing-ecosystem-in-deep-tech-collaboration-over-proprietary-innovation\/#Building_a_collaborative_ecosystem_practical_steps\" >Building a collaborative ecosystem: practical steps<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/buradabiliyorum.com\/en\/building-a-nurturing-ecosystem-in-deep-tech-collaboration-over-proprietary-innovation\/#Establish_collaborative_frameworks\" >Establish collaborative frameworks\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/buradabiliyorum.com\/en\/building-a-nurturing-ecosystem-in-deep-tech-collaboration-over-proprietary-innovation\/#Promote_open_access_and_open_data\" >Promote open access and open data\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/buradabiliyorum.com\/en\/building-a-nurturing-ecosystem-in-deep-tech-collaboration-over-proprietary-innovation\/#Develop_shared_infrastructure\" >Develop shared infrastructure\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/buradabiliyorum.com\/en\/building-a-nurturing-ecosystem-in-deep-tech-collaboration-over-proprietary-innovation\/#Encourage_multidisciplinary_teams\" >Encourage multidisciplinary teams\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/buradabiliyorum.com\/en\/building-a-nurturing-ecosystem-in-deep-tech-collaboration-over-proprietary-innovation\/#Foster_a_culture_of_knowledge_sharing\" >Foster a culture of knowledge sharing\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/buradabiliyorum.com\/en\/building-a-nurturing-ecosystem-in-deep-tech-collaboration-over-proprietary-innovation\/#Leverage_government_and_policy_support\" >Leverage government and policy support\u00a0<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/buradabiliyorum.com\/en\/building-a-nurturing-ecosystem-in-deep-tech-collaboration-over-proprietary-innovation\/#Case_studies_successful_collaborative_ecosystems\" >Case studies: successful collaborative ecosystems<\/a><\/li><\/ul><\/nav><\/div>\n<div id=\"article-main-content\">\n                            <span style=\"font-weight: 400;\">The potential for deep tech to reshape industries from healthcare to climate <a href=\"https:\/\/buradabiliyorum.com\/en\/category\/sciencee\/\" data-internallinksmanager029f6b8e52c=\"5\" title=\"Science\" target=\"_blank\" rel=\"noopener\">science<\/a> is immense. Yet, harnessing this potential requires more than just breakthroughs in isolated silos; it necessitates a nurturing ecosystem where collaboration and knowledge sharing are paramount.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Deep tech spans several fields, including artificial intelligence (AI), quantum computing, bio<a href=\"https:\/\/buradabiliyorum.com\/en\/category\/technology\/\" data-internallinksmanager029f6b8e52c=\"4\" title=\"Technology\" target=\"_blank\" rel=\"noopener\">technology<\/a>, and advanced materials. Each area demands considerable expertise and significant research and development (R&amp;D) investment. Unlike conventional tech companies that might focus on software or <a href=\"https:\/\/buradabiliyorum.com\/en\/category\/download-scripts-themes-apps\/\" data-internallinksmanager029f6b8e52c=\"9\" title=\"Download Scripts &amp; Themes &amp; Apps\" target=\"_blank\" rel=\"noopener\">app<\/a>lications with quicker market cycles, deep tech ventures typically endure longer development phases and face higher technological risks.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Traditionally, deep tech innovation has often been siloed, with companies and research institutions closely guarding their advancements to secure competitive advantages and protect intellectual property (IP). This approach, while understandable, can hinder the pace of innovation and reduce the potential impact of technological breakthroughs.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"The_case_for_collaboration_across_deep_tech\"><\/span><strong>The case for collaboration across deep tech<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">You\u2019ve probably heard the saying \u201cit takes a village,\u201d and this is very much true also when it comes to science and technology advancements. Sharing knowledge, working together, bouncing ideas off each other, and collaborating on projects can achieve far more than one person\u2019s individual effort.<\/span><\/p>\n<div class=\"inarticle-wrapper latest channel-cta hs-embed-tnw\">\n<div id=\"hs-embed-tnw\" class=\"channel-cta-wrapper\">\n<div class=\"channel-cta-img\"><img decoding=\"async\" class=\"js-lazy\" src=\"https:\/\/s3.amazonaws.com\/events.tnw\/hardfork-2018\/uploads\/visuals\/tnw-newsletter.png\"\/><\/div>\n<p><img decoding=\"async\" src=\"https:\/\/s3.amazonaws.com\/events.tnw\/hardfork-2018\/uploads\/visuals\/tnw-newsletter.png\"\/><\/p>\n<div class=\"channel-cta-input\">\n<p class=\"channel-cta-title\">The &lt;3 of EU tech<\/p>\n<p class=\"channel-cta-tagline\">The latest rumblings from the EU tech scene, a story from our wise ol&#8217; founder Boris, and some questionable AI art. It&#8217;s free, every week, in your inbox. Sign up now!<\/p>\n<\/div>\n<\/div>\n<\/div>\n<p><span style=\"font-weight: 400;\">Collaboration fosters the cross-pollination of ideas. When organisations share knowledge, they enable collective problem-solving, leading to more robust and diverse solutions. For instance, partnerships between academia and industry can bridge the gap between theoretical research and practical application, enhancing the relevance and scalability of technological advancements.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">It\u2019s easy to see how involving more subjects amplifies resources \u2014 be that time or facilities, funds and community support as well as human contribution. Deep tech ventures in particular often require substantial financial and human resources. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Collaboration leads to resource optimisation by pooling expertise, sharing infrastructure, and reducing redundant efforts. For example, shared research facilities and open innovation platforms can allow multiple entities to leverage advanced equipment and data, reducing costs and duplication.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Working together also offers an additional layer of protection. The high-risk nature of deep tech projects means that failure is a common and necessary aspect of the innovation process, making risk mitigation a priority. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Collaborative ecosystems enable the distribution of risks across multiple stakeholders, making it easier to manage and absorb setbacks. This risk-sharing approach can encourage more bold and ambitious projects, as the potential losses are not borne by a single entity.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Finally, since the ultimate goal of a company is usually to release products and services to customers and clients, collaborative efforts can also facilitate market expansion by combining complementary technologies and expertise. Strategic partnerships can create more comprehensive solutions that address broader market needs, making it easier to enter new markets and attract a diverse customer base.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Open_source_as_a_catalyst_for_deep_tech_ecosystems\"><\/span><strong>Open source as a catalyst for deep tech ecosystems<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Open source has played a transformative role in traditional software development by fostering collaboration, transparency, and rapid innovation. Applying open-source principles to deep tech can similarly revolutionise the way we approach complex technological challenges.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Open source fosters transparency, enabling researchers and developers to build on each other\u2019s work with confidence. This transparency is crucial in deep tech, where the complexity of technologies requires a clear understanding of underlying principles and methodologies, whilst also encouraging mutual trust in other people\u2019s contributions.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">An open-source model also easily encourages a community-driven approach to development. By involving a diverse group of contributors, the ecosystem benefits from varied perspectives and expertise, leading to more innovative and inclusive solutions. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">The success of open-source AI frameworks like TensorFlow and PyTorch demonstrates how community involvement can drive rapid advancements and adoption, as members feel empowered to share their point of view and suggestions knowing it will make a difference.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">One of the main challenges of developing new tech often comes at the end of the process, when it\u2019s time to step into the outside world and verify how your tech fits in the existing landscape. Because of their collaborative nature, bringing together different experiences and perspectives, open-source initiatives can actually help establish industry standards and promote interoperability between different technologies and platforms. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">This standardisation is essential in deep tech, where the integration of various components is often required to build comprehensive systems.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">One possible overlooked aspect about open-source collaborations is how they can successfully reduce the barriers to entry for new players in the deep tech space. By providing access to foundational tools and frameworks, it enables startups and smaller research groups to contribute to and benefit from the ecosystem without needing significant upfront investment.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Building_a_collaborative_ecosystem_practical_steps\"><\/span><strong>Building a collaborative ecosystem: practical steps<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">As you may have gathered, there are several reasons to look for collaborations in the deep tech space: but how could you and your company actually start down that path? Here are a few suggestions and advice.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Establish_collaborative_frameworks\"><\/span><span style=\"font-weight: 400;\">Establish collaborative frameworks\u00a0<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Developing formal frameworks for collaboration is essential. This can include creating consortia, research alliances, and innovation hubs where different stakeholders, including corporations, startups, academic institutions, and government bodies, can collaborate on shared goals. These frameworks should outline clear guidelines for IP sharing, data use, and governance to ensure equitable and effective collaboration.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Promote_open_access_and_open_data\"><\/span><span style=\"font-weight: 400;\">Promote open access and open data\u00a0<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Encouraging open access to research publications and datasets can significantly enhance the knowledge-sharing process. Initiatives like open access journals and data repositories allow researchers to disseminate their findings widely, enabling others to build on their work. For example, the Human Genome Project\u2019s open data approach accelerated advancements in genetics and biotechnology.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Develop_shared_infrastructure\"><\/span><span style=\"font-weight: 400;\">Develop shared infrastructure\u00a0<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Investing in shared research infrastructure, such as high-performance computing facilities, specialised laboratories, and testing environments, can reduce the costs and barriers associated with deep tech R&amp;D. These facilities can be made available to a broad range of stakeholders, promoting inclusivity and collaboration.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Encourage_multidisciplinary_teams\"><\/span><span style=\"font-weight: 400;\">Encourage multidisciplinary teams\u00a0<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Deep tech challenges often require expertise from multiple disciplines. Promoting the formation of multidisciplinary teams can enhance problem-solving capabilities and drive more holistic solutions. Collaborative projects that bring together experts in AI, material science, and biology, for instance, can lead to breakthroughs in areas like advanced robotics or synthetic biology.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Foster_a_culture_of_knowledge_sharing\"><\/span><span style=\"font-weight: 400;\">Foster a culture of knowledge sharing\u00a0<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Building a nurturing ecosystem requires a cultural shift towards knowledge sharing. Organisations should encourage their teams to participate in industry conferences, workshops, and collaborative projects. Creating incentives for knowledge sharing, such as recognition and rewards for contributions to open-source projects or collaborative research, can further reinforce this culture.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Leverage_government_and_policy_support\"><\/span><span style=\"font-weight: 400;\">Leverage government and policy support\u00a0<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Governments play a crucial role in fostering collaborative ecosystems. Policymakers can support deep tech innovation by providing funding for collaborative research projects, creating favourable IP laws that balance protection and sharing, and incentivising partnerships between industry and academia.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Case_studies_successful_collaborative_ecosystems\"><\/span><strong>Case studies: successful collaborative ecosystems<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">One might now argue that collaboration in deep tech has limited potential when it comes to output, perhaps because they are too focused on commercialising their solutions as products to make a profit. In reality, there are many examples of this approach driving innovation that everybody can benefit from. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">For example, think about how the development of the World Wide Web at CERN exemplifies the power of collaboration and open sharing. Initially created to facilitate information sharing among physicists, the open release of the web protocols catalysed global innovation and fundamentally transformed communication and commerce.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">For a more recent example, look no further than the growth of AI open-source frameworks. The AI community has greatly benefited from open-source frameworks like TensorFlow, developed by Google, and PyTorch, developed by Meta. These frameworks have enabled researchers and developers worldwide to experiment, innovate, and deploy AI models efficiently, leading to rapid advancements and widespread adoption of AI technologies.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The other side of the spectrum is that of niche areas of science which are the foundations to widespread technologies. Think about cryptography, the core element of modern security solutions and applications: the <\/span><a rel=\"nofollow noopener\" target=\"_blank\" href=\"http:\/\/fhe.org\/\"><span style=\"font-weight: 400;\">FHE.org<\/span><\/a><span style=\"font-weight: 400;\"> community and annual conferences exemplify successful collaboration in deep tech through its open platform for advancing Fully Homomorphic Encryption (FHE) technology, which allows computations on encrypted data without decryption.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">By uniting global researchers, developers, and industry practitioners, FHE.org fosters innovation via shared research, open-source tools, and standardisation of FHE implementation. Its efforts in creating interoperable standards and engaging the cryptography community through workshops and hackathons accelerate FHE development and adoption.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Moreover, FHE.org\u2019s partnerships with industry demonstrate the practical applications of FHE, enhancing data privacy and security across sectors such as healthcare and finance without compromising usability. More recently, cryptography company Zama hosted a 3-days event in Brussels during the EthCC7 conference. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">The <\/span><a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/www.zama.ai\/the-cofhe-shop\"><span style=\"font-weight: 400;\">CoFHE Shop<\/span><\/a><span style=\"font-weight: 400;\"> was a dynamic space for the FHE community to meet and expand the conversation beyond blockchain, creating network opportunities between businesses and researchers in this space to share achievements and encourage further developments.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">And not to forget the revolutionary impact of the Human Genome Project Starting from 1990, scientists\u2019 commitment to open data sharing accelerated genetic research and enabled a wide range of applications in medicine and biotechnology. By making genomic data freely available, the project set a precedent for large-scale collaborative research in deep tech.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Building a nurturing ecosystem in deep tech hinges on the principle that the collective power of collaboration and knowledge sharing outweighs the benefits of proprietary innovation. By embracing open source, establishing collaborative frameworks, and fostering a culture of inclusivity and transparency, we can unlock the full potential of deep tech to address some of the world\u2019s most pressing challenges.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">This collaborative approach not only accelerates innovation but also ensures that the benefits of deep tech advancements are broadly accessible, driving positive societal and economic impact.<\/span><\/p>\n<p><em><a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/www.linkedin.com\/in\/jeremycbradley\/\">Jeremy Bradley<\/a> oversees day-to-day operations at <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/www.zama.ai\/\">Zama<\/a>. He is a cross-functional and highly tactical leader who has worked with a number of organisations to shape strategy, drive communications and partnerships, and lead policy and process. Jeremy\u2019s educational and professional background is multidisciplinary. Apart from working across the non-profit, education, and corporate sectors, Jeremy is the author of two novels (2019 Wishing Shelf Book Award Finalist and 2021 Wishing Shelf Book Award Winner). In 2020, he was named Writer of the Year by the IAOTP, and in 2022 he was named to Business Elite\u2019s 40 Under 40.<\/em>\n                        <\/div>\n<blockquote><p><strong><span style=\"color: #ff6600;\">If you liked the article, do not forget to share it with your friends. Follow us on\u00a0<span style=\"color: #ff0000;\"><a style=\"color: #ff0000;\" href=\"https:\/\/news.google.com\/publications\/CAAqBwgKMN63nwsw68G3Aw\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Google News<\/a><\/span>\u00a0too, click on the star and choose us from your favorites.<\/span><\/strong><\/p><\/blockquote>\n<blockquote>\n<p style=\"text-align: center;\"><strong>If you want to read more like this article, you can visit our <span style=\"color: #ff9900;\"><a style=\"color: #ff9900;\" href=\"https:\/\/en.buradabiliyorum.com\/technology\/\" target=\"_blank\" rel=\"noopener\">Technology category.<\/a><\/span><\/strong><\/p>\n<\/blockquote>\n<p><span style=\"color: black;\"><a style=\"color: #ff9900;\" href=\"https:\/\/thenextweb.com\/news\/nurturing-deep-tech-ecosystem-collaboration-over-proprietary-innovation\" target=\"_blank\" rel=\"noopener\">Source<\/a><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>The potential for deep tech to reshape industries from healthcare to climate science is immense. Yet, harnessing this potential requires more than just breakthroughs in isolated silos; it necessitates a nurturing ecosystem where collaboration and knowledge sharing are paramount. Deep tech spans several fields, including artificial intelligence (AI), quantum computing, biotechnology, and advanced materials. Each&#8230;<\/p>\n","protected":false},"author":1,"featured_media":629428,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/img-cdn.tnwcdn.com\/image\/tnw-blurple?filter_last=1&fit=1280%2C640&url=https%3A%2F%2Fcdn0.tnwcdn.com%2Fwp-content%2Fblogs.dir%2F1%2Ffiles%2F2024%2F07%2FDeeptechecosystem-e1722418362912.jpg&signature=ab7c0f00cb962a2f1f8c3e54e6f71ded","fifu_image_alt":"","footnotes":""},"categories":[18],"tags":[],"class_list":["post-629427","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technology"],"_links":{"self":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/posts\/629427","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/comments?post=629427"}],"version-history":[{"count":0,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/posts\/629427\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/media\/629428"}],"wp:attachment":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/media?parent=629427"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/categories?post=629427"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/tags?post=629427"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}