{"id":19669,"date":"2025-08-29T06:35:00","date_gmt":"2025-08-29T06:35:00","guid":{"rendered":"https:\/\/legaladvantage.net\/?p=19669"},"modified":"2025-08-29T06:40:09","modified_gmt":"2025-08-29T06:40:09","slug":"innovation-at-light-speed-tracking-the-surge-in-quantum-patent-filings","status":"publish","type":"post","link":"https:\/\/legaladvantage.net\/2025\/08\/innovation-at-light-speed-tracking-the-surge-in-quantum-patent-filings\/","title":{"rendered":"Innovation at Light Speed Tracking the Surge in Quantum Patent Filings"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"19669\" class=\"elementor elementor-19669\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6b09bceb e-flex e-con-boxed e-con e-parent\" data-id=\"6b09bceb\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a9859f3 elementor-widget elementor-widget-heading\" data-id=\"a9859f3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-xl\">Innovation at Light Speed Tracking the Surge in Quantum Patent Filings<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4bc57b0 e-flex e-con-boxed e-con e-parent\" data-id=\"4bc57b0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fb27e71 elementor-widget elementor-widget-text-editor\" data-id=\"fb27e71\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>As quantum computing transitions from the realm of research to real-world application, the global race for intellectual property dominance has become a defining feature of this technological revolution. Patents in this space have emerged as powerful strategic assets granting not only legal protection but also signalling innovation leadership and investment potential. Governments, academic institutions, and tech giants alike are vying to secure their place in the quantum future by rapidly building robust patent portfolios. This accelerating patent activity reflects the growing urgency to commercialize quantum breakthroughs and establish early control over foundational technologies.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9dbe251 elementor-widget elementor-widget-heading\" data-id=\"9dbe251\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"> Focus Areas in Quantum Patents<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-422014b elementor-widget elementor-widget-text-editor\" data-id=\"422014b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>The quantum computing patent landscape is a vivid map of where innovation is heading and where industry players are investing most aggressively. At the forefront are patents focused on <strong>superconducting qubits<\/strong> and <strong>quantum annealing<\/strong>, which dominate in both volume and strategic importance. Superconducting qubits\u2014favored by giants like IBM and Google\u2014utilize ultra-cold circuits to achieve reliable quantum states, offering a scalable path compatible with existing semiconductor infrastructure. Meanwhile, quantum annealing, led by companies such as D-Wave, is being patented for its efficiency in solving complex optimization problems across logistics, AI, and cryptography. These technologies form the core of current quantum hardware momentum, making up the lion\u2019s share of filings and reflecting a belief that they offer the clearest route to near-term practical quantum computing.<\/p><p>Alongside these mainstream modalities, there\u2019s a surge of exploratory patent activity across <strong>alternative architectures<\/strong> and system-level innovations. Technologies such as <strong>topological qubits<\/strong>, <strong>photonic computing<\/strong>, <strong>trapped-ion systems<\/strong>, and <strong>quantum dots<\/strong>\u2014though currently representing fewer filings\u2014highlight the industry\u2019s pursuit of fault tolerance, scalability, and new forms of control. Equally crucial are the patents targeting the software stack: <strong>quantum error correction<\/strong>, a major hurdle in building stable machines, is a particularly active field. Emerging innovations like <strong>quantum Calvin optimization<\/strong> and <strong>cloud-based quantum software platforms<\/strong> are also becoming IP hotspots. These filings demonstrate not only a hardware race but also a parallel contest in creating the tools, frameworks, and virtual environments that will shape how quantum computing is accessed and applied. The diversity of these patent strategies underscores a powerful insight: the future of quantum computing will not be defined by a single technology, but by a robust ecosystem of interlocking breakthroughs.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a2bc971 elementor-widget elementor-widget-heading\" data-id=\"a2bc971\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Patent Strategy, Law &amp; Litigation<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-786f4a3 elementor-widget elementor-widget-text-editor\" data-id=\"786f4a3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>As quantum technologies edge closer to commercialization, the legal and strategic frameworks governing their intellectual property are evolving in lockstep. A landmark decision by the USPTO on <strong>February 11, 2025<\/strong>, in the case of <a href=\"https:\/\/legaladvantage.net\/2019\/03\/re-examination-systems\/\"><strong><em>Ex parte<\/em><\/strong><\/a><em> Yudong Cao<\/em>, marked a significant turning point: the Office ruled in favor of granting patents for <strong>hybrid quantum-classical computing systems<\/strong>. This ruling set a valuable precedent, signaling that innovations at the intersection of classical and quantum computing\u2014an area rich with practical applications\u2014can indeed be protected under current U.S. patent law. For quantum developers working on integrated platforms, optimization algorithms, and co-processing frameworks, this decision opened the door to a more favorable and predictable patenting environment. It also reflects a broader shift within the USPTO to adapt to the unique demands of quantum innovation, where the lines between physical hardware, quantum algorithms, and classical software are increasingly blurred.<\/p><p>However, as patent filings surge, so does the risk of overlap, contention, and legal scrutiny. The quantum IP landscape is becoming more congested, and the potential for <strong>infringement disputes and portfolio collisions<\/strong> is growing rapidly\u2014especially as companies race to claim broad foundational technologies. Legal experts and industry analysts have observed a marked rise in <strong>quantum-related patent litigation<\/strong>, as firms seek to either protect their early filings or challenge competitors&#8217; claims to key methods and systems. At the same time, the U.S. legislative environment is under pressure to evolve. With technologies like quantum computing falling into gray areas of subject-matter eligibility, Congress is now considering reforms through initiatives like the <strong>Patent Eligibility Restoration Act<\/strong> and the <strong>Prevail Act<\/strong>. These legislative efforts aim to provide greater clarity around what constitutes a patentable invention in the age of emerging tech, ensuring that groundbreaking quantum innovations aren\u2019t lost in legal ambiguity. Together, these legal shifts signal a maturing ecosystem\u2014one where the battle for quantum advantage is increasingly being fought not just in labs, but also in courtrooms and policy chambers.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-87772b9 elementor-widget elementor-widget-heading\" data-id=\"87772b9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Rising Curve of Innovation  Five-Year Surge in Global Patent Publications<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cdceef2 elementor-widget elementor-widget-image\" data-id=\"cdceef2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"745\" height=\"396\" src=\"https:\/\/legaladvantage.net\/wp-content\/uploads\/2025\/08\/Rising-Curve-of-Innovation-Five-Year-Surge-in-Global-Patent-Publications.png\" class=\"attachment-full size-full wp-image-19677\" alt=\"\" srcset=\"https:\/\/legaladvantage.net\/wp-content\/uploads\/2025\/08\/Rising-Curve-of-Innovation-Five-Year-Surge-in-Global-Patent-Publications.png 745w, https:\/\/legaladvantage.net\/wp-content\/uploads\/2025\/08\/Rising-Curve-of-Innovation-Five-Year-Surge-in-Global-Patent-Publications-300x159.png 300w\" sizes=\"(max-width: 745px) 100vw, 745px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7e77029 elementor-widget elementor-widget-text-editor\" data-id=\"7e77029\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><em>Source: Retrieved through Derwent Innovation<\/em><\/p><p>The remarkable and consistent surge in patent activity over the past five years, reflecting the growing global emphasis on innovation and intellectual property. In 2020, there were 1,049 published applications, which rose sharply to 1,745 in 2021\u2014a 66% increase. This upward momentum continued with 2,251 publications in 2022, followed by 2,436 in 2023. By 2024, the number reached 2,586, marking an overall growth of nearly 146% since 2020. This sustained escalation highlights not only the accelerating pace of technological advancement but also the strategic importance of securing patents in an increasingly competitive and innovation-driven global economy.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1bd6227 elementor-widget elementor-widget-heading\" data-id=\"1bd6227\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Quantum Patent Leaders Mapping the Global Powerhouses and Jurisdictional Front-Runners<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-19ca849 elementor-widget elementor-widget-image\" data-id=\"19ca849\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"717\" height=\"394\" src=\"https:\/\/legaladvantage.net\/wp-content\/uploads\/2025\/08\/Quantum-Patent-Leaders-Mapping-the-Global-Powerhouses-and-Jurisdictional-Front-Runners.png\" class=\"attachment-full size-full wp-image-19676\" alt=\"\" srcset=\"https:\/\/legaladvantage.net\/wp-content\/uploads\/2025\/08\/Quantum-Patent-Leaders-Mapping-the-Global-Powerhouses-and-Jurisdictional-Front-Runners.png 717w, https:\/\/legaladvantage.net\/wp-content\/uploads\/2025\/08\/Quantum-Patent-Leaders-Mapping-the-Global-Powerhouses-and-Jurisdictional-Front-Runners-300x165.png 300w\" sizes=\"(max-width: 717px) 100vw, 717px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f6412b5 elementor-widget elementor-widget-text-editor\" data-id=\"f6412b5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><em>Source: Retrieved through Derwent Innovation<\/em><\/p><p>The leading contributors to quantum computing patent filings across key jurisdictions, revealing the dominance of major players and regions. The <strong>United States (US)<\/strong> takes the lead with <strong>3,303 patent applications<\/strong>, showcasing its stronghold in quantum innovation, followed by <strong>China (CN)<\/strong> with <strong>2,058 filings<\/strong>. The <strong>European Patent Office (EP)<\/strong> accounts for <strong>157 patents<\/strong>, while <strong>WO (World Intellectual Property Organization)<\/strong> adds <strong>1,490 applications<\/strong>, and the \u201cOther\u201d category contributes <strong>2,616 filings<\/strong>, reflecting global interest beyond primary jurisdictions. Among corporate applicants, <strong>IBM stands out with 569 applications<\/strong>, while technology leaders such as <strong>Google, Intel, Microsoft, and D-Wave Systems<\/strong> have smaller yet significant footprints. Companies like <strong>Origin Quantum<\/strong>, <strong>IonQ<\/strong>, and <strong>Baidu<\/strong> are also present, reflecting the competitive race between established tech giants and emerging quantum-focused firms. The combined data underscores a rapidly intensifying patent landscape where the U.S. and China are shaping the future of quantum technologies.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8afdbb5 elementor-widget elementor-widget-heading\" data-id=\"8afdbb5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Quantum Innovation Leaders Top Patent Filers Shaping the Future of Computing<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8e619b0 elementor-widget elementor-widget-image\" data-id=\"8e619b0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"787\" height=\"532\" src=\"https:\/\/legaladvantage.net\/wp-content\/uploads\/2025\/08\/Quantum-Innovation-Leaders-Top-Patent-Filers-Shaping-the-Future-of-Computing.png\" class=\"attachment-full size-full wp-image-19675\" alt=\"\" srcset=\"https:\/\/legaladvantage.net\/wp-content\/uploads\/2025\/08\/Quantum-Innovation-Leaders-Top-Patent-Filers-Shaping-the-Future-of-Computing.png 787w, https:\/\/legaladvantage.net\/wp-content\/uploads\/2025\/08\/Quantum-Innovation-Leaders-Top-Patent-Filers-Shaping-the-Future-of-Computing-300x203.png 300w, https:\/\/legaladvantage.net\/wp-content\/uploads\/2025\/08\/Quantum-Innovation-Leaders-Top-Patent-Filers-Shaping-the-Future-of-Computing-768x519.png 768w\" sizes=\"(max-width: 787px) 100vw, 787px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-edd5c83 elementor-widget elementor-widget-text-editor\" data-id=\"edd5c83\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><em>Source: Retrieved through Derwent Innovation<\/em><\/p><p>The leading assignees in the quantum computing patent landscape, showcasing both dominance and diversity in innovation. The \u201cOther\u201d category towers above all with a staggering <strong>6,297 patent applications<\/strong>, highlighting a broad base of smaller players and emerging entities contributing to the field. Among individual organizations, <strong>IBM<\/strong> takes a commanding second place with <strong>1,437 filings<\/strong>, reinforcing its role as a global quantum leader. <strong>Google Inc.<\/strong> follows with <strong>712 applications<\/strong>, reflecting its deep investment in cutting-edge quantum research. <strong>Origin Quantum Computing Technology Co.<\/strong> and <strong>Microsoft Technology Licensing LLC<\/strong> hold <strong>466<\/strong> and <strong>442 patents<\/strong>, respectively, underscoring the competitive push from both East and West. Academic and research institutions also make their mark <strong>University System of Maryland<\/strong> has <strong>251 applications<\/strong>, just ahead of <strong>Baidu Inc. (245)<\/strong> and <strong>Tencent (188)<\/strong>. Rounding out the top ten are <strong>D-Wave Quantum Inc.<\/strong> with <strong>174 filings<\/strong>, and <strong>Intel Corporation<\/strong>, closely behind with <strong>169<\/strong>. This distribution reflects a thriving and intensely competitive ecosystem, where tech titans, startups, and universities alike are vying for ownership in the next era of computation.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ed84b9f elementor-widget elementor-widget-heading\" data-id=\"ed84b9f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Global Quantum Patent Race Five-Year Filing Trends Across Major IP Offices<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2e569f9 elementor-widget elementor-widget-text-editor\" data-id=\"2e569f9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Over the past five years, global interest in quantum computing has translated into a surge of patent filings across major jurisdictions, totalling <strong>12,348 applications<\/strong>. The <strong>United States<\/strong> leads the charge with <strong>4,555 filings<\/strong>, reflecting its dominant position in quantum innovation. <strong>China<\/strong> follows with <strong>2,934 applications<\/strong>, underscoring its rapid technological ascent. The <strong>European Patent Office (EP)<\/strong> recorded <strong>1,387 filings<\/strong>, while the <strong>World Intellectual Property Organization (WO)<\/strong> logged <strong>1,355 international applications<\/strong>, highlighting the global nature of quantum patent strategies. Meanwhile, <strong>Japan (1,070)<\/strong>, <strong>Australia (638)<\/strong>, and <strong>South Korea (409)<\/strong> round out the list, contributing steadily to the expanding landscape of protected quantum technologies. This distribution reveals a globally competitive race to secure intellectual property in one of the most transformative fields of the century.<\/p><p><em>Source: Retrieved through Derwent Innovation<\/em><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-189406f elementor-widget elementor-widget-heading\" data-id=\"189406f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Conclusion <\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f6f2a81 elementor-widget elementor-widget-text-editor\" data-id=\"f6f2a81\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>The global surge in quantum computing patent activity is more than a statistical trend it&#8217;s a strategic signal of where technological power, economic influence, and scientific leadership are rapidly converging. As quantum breakthroughs inch closer to commercial viability, the race to patent them has become a modern gold rush, drawing in tech giants, universities, startups, and governments alike. The data reveals not just who is innovating, but who is intent on <strong>owning the innovation<\/strong> staking early claims on the very foundations of a future quantum-powered economy.<\/p><p>In this unfolding landscape, success will not solely depend on having the best technology it will depend on who holds the keys to that technology through robust, forward-looking intellectual property. From superconducting qubits to cloud-based quantum services and beyond, the patent portfolios being assembled today are quietly defining tomorrow\u2019s quantum empires.<\/p><p><a href=\"https:\/\/legaladvantage.net\/\"><strong>Legal Advantage<\/strong><\/a> stands at the forefront of this transformation, offering specialized support in navigating the complex terrain of quantum patent drafting, prosecution, and portfolio management. With deep technical expertise and a proven track record in cutting-edge technologies, Legal Advantage helps innovators secure robust, future-proof patent protections that align with both U.S. and international IP frameworks. From identifying patentable breakthroughs in hybrid quantum-classical systems to ensuring compliance with evolving legal standards, Legal Advantage empowers clients to not only protect their innovations but to lead confidently in the global quantum race.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Innovation at Light Speed Tracking the Surge in Quantum Patent Filings As quantum computing transitions from the realm of research to real-world application, the global race for intellectual property dominance has become a defining feature of this technological revolution. Patents in this space have emerged as powerful strategic assets granting not only legal protection but [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":19671,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_coblocks_attr":"","_coblocks_dimensions":"","_coblocks_responsive_height":"","_coblocks_accordion_ie_support":"","footnotes":""},"categories":[],"tags":[],"class_list":["post-19669","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Innovation at Light Speed Tracking the Surge in Quantum Patent Filings<\/title>\n<meta name=\"description\" content=\"As quantum computing transitions from the realm of research to real-world application, the global race for intellectual property dominance has become a defining feature of this technological revolution. 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