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    <title>Patenty Blog</title>
    <description>Latest news and insights from Patenty</description>
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    <item>
      <title>One Claim Term and a Pleading Gap: What the KeeeX Hearing Teaches UPC Patentees and Standard Implementers</title>
      <description>The UPC Paris local division heard KeeeX&apos;s infringement case against Adobe, OpenAI, Truepic and C2PA on 6 October 2026. The case turns on what &quot;digital identification fingerprint&quot; means, and earlier rulings have already cut its territorial reach, its claimed damages and its late amendments. Lessons for patentees, implementers and Korean filers on both sides.</description>
      <link>https://www.patenty.ai/en/blog/ip-news/one-claim-term-and-a-pleading-gap-what-the-keeex-hearing-teaches-upc-patentees-and-standard-implemen</link>
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      <pubDate>Tue, 06 Oct 2026 22:06:18 GMT</pubDate>
      <dc:creator>Unknown</dc:creator>
      <category>ip-news</category>
      
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    <item>
      <title>Necessity, Not Convenience: What the Third Circuit&apos;s ROSS Ruling Means for AI Training-Data Sourcing</title>
      <description>The Third Circuit held that ROSS Intelligence&apos;s use of 2,243 Westlaw headnotes to train a competing, non-generative legal search tool was not fair use. The first appellate ruling on AI training is narrow on its facts. The court assessed all four fair-use factors together; for ROSS&apos;s minimally transformative, substitutive use, the necessity argument did not justify copying. That analysis offers practical checks for developers and content owners.</description>
      <link>https://www.patenty.ai/en/blog/ip-news/necessity-not-convenience-what-the-third-circuits-ross-ruling-means-for-ai-training-data-sourcing</link>
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      <pubDate>Sun, 04 Oct 2026 22:09:18 GMT</pubDate>
      <dc:creator>Unknown</dc:creator>
      <category>ip-news</category>
      
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    <item>
      <title>Korea Ranks Fourth in WIPO&apos;s 2026 Innovation Index: What IP Teams Should Check Before Citing It</title>
      <description>WIPO&apos;s Global Innovation Index 2026 places the Republic of Korea fourth, behind Switzerland, Sweden and the United States, with Singapore fifth. WIPO also links AI to shifting innovation investment and cites a $7.6 trillion deep science startup figure. The ranking changes no legal rule, but it will appear in budgets and board papers. Verify the source and edition before relying on it.</description>
      <link>https://www.patenty.ai/en/blog/ip-news/korea-ranks-fourth-in-wipos-2026-innovation-index-what-ip-teams-should-check-before-citing-it</link>
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      <pubDate>Tue, 29 Sep 2026 22:08:03 GMT</pubDate>
      <dc:creator>Unknown</dc:creator>
      <category>ip-news</category>
      
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    <item>
      <title>PTAB Clarifies Markush Standard for Functional Biomarkers in Diagnostic and Treatment Claims</title>
      <description>The PTAB designated Ex parte Chowdhury as an informative decision, establishing that Markush groupings in process and combination claims satisfy USPTO standards when members share a functional role defined in the specification.</description>
      <link>https://www.patenty.ai/en/blog/ip-news/ptab-clarifies-markush-standard-for-functional-biomarkers-in-diagnostic-and-treatment-claims</link>
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      <pubDate>Tue, 22 Sep 2026 23:04:01 GMT</pubDate>
      <dc:creator>Unknown</dc:creator>
      <category>ip-news</category>
      
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    <item>
      <title>Questions patent attorneys ask about patent AI</title>
      <description>Short answers on workspaces vs ChatGPT, element matrices, office actions, and US/PCT translation gaps — with links to full guides.</description>
      <link>https://www.patenty.ai/en/blog/market-intelligence/patent-ai-questions-attorneys-ask</link>
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      <pubDate>Sat, 19 Sep 2026 06:18:18 GMT</pubDate>
      <dc:creator>Unknown</dc:creator>
      <category>market-intelligence</category>
      
      
    </item>

    <item>
      <title>Patent AI practice guides — from tool choice to OA, translation, and EP/CN</title>
      <description>Hub for selecting patent AI, element-level prior-art matrices, office-action checklists, and US/PCT plus EP/CN conversion omission audits.</description>
      <link>https://www.patenty.ai/en/blog/market-intelligence/patent-ai-practice-guides</link>
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      <pubDate>Sat, 19 Sep 2026 06:18:18 GMT</pubDate>
      <dc:creator>Unknown</dc:creator>
      <category>market-intelligence</category>
      
      
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    <item>
      <title>7 criteria patent attorneys use when choosing a patent AI workspace</title>
      <description>A practical checklist that separates general LLMs, patent search platforms, and AI workspaces — source evidence, matter history, office actions, and attorney review.</description>
      <link>https://www.patenty.ai/en/blog/market-intelligence/patent-ai-workspace-buying-criteria</link>
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      <pubDate>Sat, 19 Sep 2026 06:18:18 GMT</pubDate>
      <dc:creator>Unknown</dc:creator>
      <category>market-intelligence</category>
      
      
    </item>

    <item>
      <title>Automated Patent Valuation Moves Beyond Citations: Key Insights From EPO CodeFest 2026</title>
      <description>The European Patent Office awarded top honors at CodeFest 2026 to AI systems evaluating legal strength, blocking power, and inventive step, signaling a shift in automated IP valuation.</description>
      <link>https://www.patenty.ai/en/blog/ip-news/automated-patent-valuation-moves-beyond-citations-key-insights-from-epo-codefest-2026</link>
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      <pubDate>Thu, 17 Sep 2026 23:05:43 GMT</pubDate>
      <dc:creator>Unknown</dc:creator>
      <category>ip-news</category>
      
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    <item>
      <title>Trade Litigator and Diplomat Chen Fuli Takes Helm of China&apos;s Patent Office Party Leadership</title>
      <description>Chen Fuli has been named Party Secretary of CNIPA as Shen Changyu transitions to WIPO. The move brings high-level trade dispute and legislative experience to China&apos;s patent authority, signaling a sharper focus on cross-border IP policy.</description>
      <link>https://www.patenty.ai/en/blog/ip-news/trade-litigator-and-diplomat-chen-fuli-takes-helm-of-chinas-patent-office-party-leadership</link>
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      <pubDate>Sun, 13 Sep 2026 23:03:56 GMT</pubDate>
      <dc:creator>Unknown</dc:creator>
      <category>ip-news</category>
      
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    <item>
      <title>When Omitted Inventors Cannot Be Located: How the Federal Circuit Turned Inventorship Defects Into Incurable Validity Risks</title>
      <description>In Fortress Iron v. Digger Specialties, the Federal Circuit held that an uncorrectable inventorship error invalidates a patent. Because 35 U.S.C. § 256 requires notice to all concerned parties, an unreachable contributor creates fatal exposure, a risk that multiplies across AI-assisted workflows and cross-border R&amp;amp;D collaborations.</description>
      <link>https://www.patenty.ai/en/blog/ip-news/when-omitted-inventors-cannot-be-located-how-the-federal-circuit-turned-inventorship-defects-into-in</link>
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      <pubDate>Tue, 08 Sep 2026 23:03:00 GMT</pubDate>
      <dc:creator>Unknown</dc:creator>
      <category>ip-news</category>
      
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    <item>
      <title>Global AI-Semiconductor Patent Surge Signals Strategic Shift Toward Specialized Architecture and Memory Integration</title>
      <description>Anaqua&apos;s 2026 semiconductor report reveals a 114% growth in AI-chip patent filings over five years. Samsung leads in architecture and HBM, while Chinese state entities dominate inference filings.</description>
      <link>https://www.patenty.ai/en/blog/ip-news/global-ai-semiconductor-patent-surge-signals-strategic-shift-toward-specialized-architecture-and-mem</link>
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      <pubDate>Sun, 06 Sep 2026 23:02:56 GMT</pubDate>
      <dc:creator>Unknown</dc:creator>
      <category>ip-news</category>
      
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    <item>
      <title>Interactive AI and State-Level Patchworks: Managing Cross-Border Compliance for Digital Game Developers</title>
      <description>As U.S. states advance more than 1,000 AI bills alongside the EU AI Act, video game developers face mounting compliance risks around generative NPCs, disclosure mandates, and training asset ownership.</description>
      <link>https://www.patenty.ai/en/blog/ip-news/interactive-ai-and-state-level-patchworks-managing-cross-border-compliance-for-digital-game-develope</link>
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      <pubDate>Tue, 01 Sep 2026 23:03:15 GMT</pubDate>
      <dc:creator>Unknown</dc:creator>
      <category>ip-news</category>
      
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    <item>
      <title>Mitigating Rule 56 Duty of Candor Liabilities in AI-Assisted U.S. Patent Prosecution</title>
      <description>USPTO guidance confirms that AI tools do not alter Rule 56 obligations, requiring practitioners to audit and categorize AI outputs for true legal materiality rather than dumping unverified transcripts into Information Disclosure Statements.</description>
      <link>https://www.patenty.ai/en/blog/ip-news/mitigating-rule-56-duty-of-candor-liabilities-in-ai-assisted-us-patent-prosecution</link>
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      <pubDate>Thu, 27 Aug 2026 23:02:36 GMT</pubDate>
      <dc:creator>Unknown</dc:creator>
      <category>ip-news</category>
      
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    <item>
      <title>Why Filing AI Patent Volume Fails Without Core Technical Necessity and Business Alignment</title>
      <description>Patent attorney Robert Plotkin and host Gene Quinn highlight the technical and procedural hazards of high-volume AI patent filings, emphasizing core non-off-the-shelf capability, proper Section 112 positioning, and trade secret preservation.</description>
      <link>https://www.patenty.ai/en/blog/ip-news/why-filing-ai-patent-volume-fails-without-core-technical-necessity-and-business-alignment</link>
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      <pubDate>Tue, 25 Aug 2026 23:03:02 GMT</pubDate>
      <dc:creator>Unknown</dc:creator>
      <category>ip-news</category>
      
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    <item>
      <title>AI Is Not Replacing Patent Attorneys. It Is Exposing Commodity Work and Forcing a Strategic Choice</title>
      <description>Gene Quinn argues AI will not eliminate experienced patent lawyers but will expose those producing only commodity work. The strategic fork is whether firms use AI to cut fees or to elevate quality from an 80% to a 95% solution. For Korean firms managing high-volume portfolios, the pressure to choose is immediate.</description>
      <link>https://www.patenty.ai/en/blog/ip-news/ai-is-not-replacing-patent-attorneysit-is-exposing-commodity-work-and-forcing-a-strategic-choice</link>
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      <pubDate>Tue, 18 Aug 2026 23:07:08 GMT</pubDate>
      <dc:creator>Unknown</dc:creator>
      <category>ip-news</category>
      
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    <item>
      <title>Mitigating Portfolio Intelligence Leakage: AI Mining Transforms Global Patent Archives into Competitive Threat Vectors</title>
      <description>Advances in artificial intelligence and automated API aggregation have transformed public patent databases into sophisticated open-source intelligence repositories. IP leaders must now evaluate disclosures at a portfolio level, balancing trade secret preservation against patent coverage to prevent strategic intelligence exposure.</description>
      <link>https://www.patenty.ai/en/blog/ip-news/mitigating-portfolio-intelligence-leakage-ai-mining-transforms-global-patent-archives-into-competiti</link>
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      <pubDate>Sun, 16 Aug 2026 23:03:41 GMT</pubDate>
      <dc:creator>Unknown</dc:creator>
      <category>ip-news</category>
      
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    <item>
      <title>Beyond Enterprise Terms: Managing Data Leakage Risks in AI Model Context Protocol Integrations</title>
      <description>Enterprise LLM confidentiality agreements fail to protect sensitive patent disclosures when AI tools route external queries through third-party Model Context Protocol (MCP) servers.</description>
      <link>https://www.patenty.ai/en/blog/ip-news/beyond-enterprise-terms-managing-data-leakage-risks-in-ai-model-context-protocol-integrations</link>
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      <pubDate>Tue, 11 Aug 2026 23:03:09 GMT</pubDate>
      <dc:creator>Unknown</dc:creator>
      <category>ip-news</category>
      
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    <item>
      <title>KIPO Accelerates Biotech, AI, and Robotics Patents: A Portfolio Timing Playbook</title>
      <description>KIPO added biotech, AI, and advanced robotics to its prioritized examination program on February 19, 2025, cutting the wait for a first office action from over 18 months to a projected two months. For IP managers, this changes the calculus on when to file, where to file first, and how to sequence global rights.</description>
      <link>https://www.patenty.ai/en/blog/ip-insights/kipo-accelerates-biotech-ai-and-robotics-patents-a-portfolio-timing-playbook</link>
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      <pubDate>Tue, 11 Aug 2026 00:06:01 GMT</pubDate>
      <dc:creator>Unknown</dc:creator>
      <category>ip-insights</category>
      
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    <item>
      <title>USPTO Restores Anti-Harassment Basis for Double Patenting Rejections in Precedential Baurin Decision</title>
      <description>The USPTO Appeals Review Panel reversed a PTAB decision in Ex parte Baurin, holding that potential separate ownership and harassment risks justify obviousness-type double patenting rejections during prosecution even without patent term extension.</description>
      <link>https://www.patenty.ai/en/blog/ip-news/uspto-restores-anti-harassment-basis-for-double-patenting-rejections-in-precedential-baurin-decision</link>
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      <pubDate>Sun, 09 Aug 2026 23:02:42 GMT</pubDate>
      <dc:creator>Unknown</dc:creator>
      <category>ip-news</category>
      
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    <item>
      <title>Memorisation as Infringement: Why the Munich Suno Ruling Redraws AI Training Risk for IP Owners</title>
      <description>The Munich Regional Court ruled that Suno infringed GEMA&apos;s copyrights by memorising protected songs during AI training and reproducing them in outputs. The decision rejects US fair-use and EU text-and-data-mining defences, establishing that rightsholder opt-outs block the EU exception and that training data stored in model weights constitutes a reproduction. For IP owners and their counsel, the ruling sharpens the case for technical monitoring, structured opt-out mechanisms, and jurisdiction-awa</description>
      <link>https://www.patenty.ai/en/blog/ip-news/memorisation-as-infringement-why-the-munich-suno-ruling-redraws-ai-training-risk-for-ip-owners</link>
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      <pubDate>Mon, 03 Aug 2026 03:36:00 GMT</pubDate>
      <dc:creator>Unknown</dc:creator>
      <category>ip-news</category>
      <category>Case Study</category>
      <category>Startup</category>
      <category>Research Institution</category>
      <category>Document Automation</category>
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    <item>
      <title>Agentic AI Surge and Portfolio Divergence Signal New Enforcement Realities for Tech Filers</title>
      <description>Global AI patent grants exceeded 100,000 for the first time in 2025, driven by explosive growth in agentic AI filings. As filing strategies diverge between hardware-backed conglomerates and trade-secret-heavy software firms, IP leaders must adapt their prosecution and eligibility strategies.</description>
      <link>https://www.patenty.ai/en/blog/ip-news/agentic-ai-surge-and-portfolio-divergence-signal-new-enforcement-realities-for-tech-filers</link>
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      <pubDate>Mon, 03 Aug 2026 00:08:00 GMT</pubDate>
      <dc:creator>Unknown</dc:creator>
      <category>ip-news</category>
      
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    <item>
      <title>The Anne Frank Judgment and the Territorial Trap for AI Training Data</title>
      <description>The CJEU&apos;s 2026 ruling on the online publication of Anne Frank&apos;s diary clarifies that making a work available without geo-blocking can constitute a communication to the public in every Member State where the work is still protected. For AI developers, public domain status in one jurisdiction does not immunize training data from infringement claims in another.</description>
      <link>https://www.patenty.ai/en/blog/ip-insights/the-anne-frank-judgment-and-the-territorial-trap-for-ai-training-data</link>
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      <pubDate>Mon, 03 Aug 2026 00:06:00 GMT</pubDate>
      <dc:creator>Unknown</dc:creator>
      <category>ip-insights</category>
      
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    <item>
      <title>The $1.5 Billion Copyright Settlement Cap: What Anthropic&apos;s Bartz Resolution Signals for Enterprise IP Strategy</title>
      <description>A federal judge&apos;s final approval of Anthropic&apos;s landmark $1.5 billion copyright settlement establishes a financial baseline for historical training data liabilities, accelerating the enterprise transition to clean data lineages and sovereign, domain-specific AI architectures.</description>
      <link>https://www.patenty.ai/en/blog/ip-news/anthropic-1-5-billion-copyright-settlement-enterprise-ip-strategy</link>
      <guid isPermaLink="true">https://www.patenty.ai/en/blog/ip-news/anthropic-1-5-billion-copyright-settlement-enterprise-ip-strategy</guid>
      <pubDate>Thu, 30 Jul 2026 23:23:00 GMT</pubDate>
      <dc:creator>Unknown</dc:creator>
      <category>ip-news</category>
      
      <enclosure url="https://api.patenty.ai/storage/v1/object/blog-media/anthropic-1-5-billion-copyright-settlement-enterprise-ip-strategy.png" type="image/jpeg"/>
    </item>

    <item>
      <title>Inference at Scale: What NVIDIA’s $50 Million Investment in Legora Reveals About Legal AI Infrastructure</title>
      <description>NVIDIA’s strategic investment in Swedish legal AI unicorn Legora highlights a structural transition in enterprise AI. As legal tech matures, the battleground is shifting from foundation model training to high-throughput, low-latency inference.</description>
      <link>https://www.patenty.ai/en/blog/ip-news/nvidia-legora-investment-inference-economics-legal-ai</link>
      <guid isPermaLink="true">https://www.patenty.ai/en/blog/ip-news/nvidia-legora-investment-inference-economics-legal-ai</guid>
      <pubDate>Thu, 23 Jul 2026 23:23:00 GMT</pubDate>
      <dc:creator>Unknown</dc:creator>
      <category>ip-news</category>
      <category>AI</category>
      <category>Corporate IP</category>
      <category>Industry Trend</category>
      <category>Patent AI</category>
      <category>Patent Claims</category>
      <category>Patent Analysis</category>
      <category>Patent Drafting</category>
      <enclosure url="https://api.patenty.ai/storage/v1/object/blog-media/nvidia-legora-investment-inference-economics-legal-ai.png" type="image/jpeg"/>
    </item>

    <item>
      <title>Korea’s Design and Trademark Surge Exposes a Patent-Centric Blind Spot in IP Practice</title>
      <description>Korea’s Madrid trademark filings rose 12.1% to 2,346 and Hague design filings 8.1% to 892 in 2024, while international design applications surged 16.8%, far outpacing patent growth. Yet most Korean IP practices remain patent-centric. This shift creates immediate inbound and outbound opportunities for firms that handle trademark and design prosecution, and a growing protection gap for those that don’t.</description>
      <link>https://www.patenty.ai/en/blog/ip-insights/koreas-design-and-trademark-surge-exposes-a-patent-centric-blind-spot-in-ip-practice</link>
      <guid isPermaLink="true">https://www.patenty.ai/en/blog/ip-insights/koreas-design-and-trademark-surge-exposes-a-patent-centric-blind-spot-in-ip-practice</guid>
      <pubDate>Wed, 22 Jul 2026 07:06:00 GMT</pubDate>
      <dc:creator>Unknown</dc:creator>
      <category>ip-insights</category>
      <category>Industry Trend</category>
      <category>Patent Analysis</category>
      <category>Patent Claims</category>
      <category>Case Study</category>
      <enclosure url="https://api.patenty.ai/storage/v1/object/public/blog-images/auto/korea-s-design-and-trademark-surge-exposes-a-pat-c08069a6.png" type="image/jpeg"/>
    </item>

    <item>
      <title>Audit the Channel, Not the Model: What AI Use Really Puts at Risk in Patent Practice</title>
      <description>The risk from using AI in patent practice rarely comes from the model itself. It comes from whether the information stayed confidential, governed by the channel used. The immediate damage from an uncontrolled consumer channel is usually loss of trade secret protection, not novelty, and the U.S. grace period does not rescue foreign rights.</description>
      <link>https://www.patenty.ai/en/blog/ip-news/ai-does-not-destroy-patent-rights-bad-channels-and-bad-judgment-do</link>
      <guid isPermaLink="true">https://www.patenty.ai/en/blog/ip-news/ai-does-not-destroy-patent-rights-bad-channels-and-bad-judgment-do</guid>
      <pubDate>Mon, 20 Jul 2026 00:49:00 GMT</pubDate>
      <dc:creator>Unknown</dc:creator>
      <category>ip-news</category>
      
      <enclosure url="https://sbkuaknsdsvviahlxdwr.supabase.co/storage/v1/object/public/blog-images/auto/audit-the-channel-not-the-model-what-ai-use-real-0f64b994.png" type="image/jpeg"/>
    </item>

    <item>
      <title>Generative AI Patent Families Triple in Two Years as China and SoftBank Reshape the Landscape</title>
      <description>WIPO reports that 56,000 generative AI patent families were published in 2024–2025, exceeding the prior decade&apos;s total. China dominates volume, SoftBank leads entities, and the U.S. shows the fastest growth rate. Korean IP leaders must map portfolios against this dense landscape and adjust claim strategy now.</description>
      <link>https://www.patenty.ai/en/blog/ip-news/generative-ai-patent-families-triple-in-two-years-as-china-and-softbank-reshape-the-landscape</link>
      <guid isPermaLink="true">https://www.patenty.ai/en/blog/ip-news/generative-ai-patent-families-triple-in-two-years-as-china-and-softbank-reshape-the-landscape</guid>
      <pubDate>Mon, 20 Jul 2026 00:48:00 GMT</pubDate>
      <dc:creator>Unknown</dc:creator>
      <category>ip-news</category>
      
      <enclosure url="https://api.patenty.ai/storage/v1/object/public/blog-images/auto/generative-ai-patent-families-triple-in-two-year-2dfa1907.png" type="image/jpeg"/>
    </item>

    <item>
      <title>The Agentic Shift in Legal AI: Analyzing Norm Ai’s $1.2 Billion Unicorn Milestone</title>
      <description>Norm Ai’s recent $120 million Series C funding round led by Khosla Ventures marks the dawn of &apos;agentic law&apos; and outcome-based pricing. This analysis explores how hybrid AI-native law firms are reshaping liability, workflow automation, and the economic foundations of the legal and IP industries.</description>
      <link>https://www.patenty.ai/en/blog/ip-insights/agentic-shift-legal-ai-norm-ai-funding</link>
      <guid isPermaLink="true">https://www.patenty.ai/en/blog/ip-insights/agentic-shift-legal-ai-norm-ai-funding</guid>
      <pubDate>Thu, 09 Jul 2026 23:23:00 GMT</pubDate>
      <dc:creator>Unknown</dc:creator>
      <category>ip-insights</category>
      <category>AI</category>
      <category>Corporate IP</category>
      <category>Startup</category>
      <category>Patent Claims</category>
      <category>Patent Analysis</category>
      <category>Patent Drafting</category>
      <category>LLM</category>
      <enclosure url="https://api.patenty.ai/storage/v1/object/blog-media/agentic-shift-legal-ai-norm-ai-funding.png" type="image/jpeg"/>
    </item>

    <item>
      <title>The Speed Gap in Korean Patent Examination: What the 2024 Data Means for Filing Strategy</title>
      <description>KIPO’s 2024 allowance rate reached 74.6%, but the average time to first office action stretched to 16.1 months. For applicants who can qualify, the 우선심사 (accelerated examination) track cuts that wait to roughly 6 months. The choice between ordinary and accelerated tracks now directly shapes portfolio cost, freedom-to-operate timelines, and the leverage a patentee holds before grant. Here is what the numbers say and what Korean and foreign filers should do with them.</description>
      <link>https://www.patenty.ai/en/blog/ip-insights/the-speed-gap-in-korean-patent-examination-what-the-2024-data-means-for-filing-strategy</link>
      <guid isPermaLink="true">https://www.patenty.ai/en/blog/ip-insights/the-speed-gap-in-korean-patent-examination-what-the-2024-data-means-for-filing-strategy</guid>
      <pubDate>Wed, 08 Jul 2026 04:56:00 GMT</pubDate>
      <dc:creator>Unknown</dc:creator>
      <category>ip-insights</category>
      <category>AI</category>
      <category>Legal Tech</category>
      <category>Industry Trend</category>
      <category>Patent Drafting</category>
      <category>Patent Analysis</category>
      <enclosure url="https://api.patenty.ai/storage/v1/object/public/blog-images/auto/the-speed-gap-in-korean-patent-examination-what--7885ebd5.png" type="image/jpeg"/>
    </item>

    <item>
      <title>The Sovereign Data Collision: Why Frontier AI&apos;s Safety Architectures are Splitting the Enterprise Legal Market</title>
      <description>Microsoft&apos;s internal restriction of Anthropic&apos;s Claude Fable 5 over data-retention requirements exposes a fundamental clash in the AI value chain. For corporate IP and legal teams, the shift toward invasive foundation-model safety monitoring is dismantling the Zero Data Retention baseline, accelerating a market bifurcation between heavily sandboxed utilities and on-premise &apos;white-box&apos; reasoning engines.</description>
      <link>https://www.patenty.ai/en/blog/ip-insights/sovereign-data-collision-frontier-ai-safety-enterprise-legal</link>
      <guid isPermaLink="true">https://www.patenty.ai/en/blog/ip-insights/sovereign-data-collision-frontier-ai-safety-enterprise-legal</guid>
      <pubDate>Thu, 25 Jun 2026 23:24:00 GMT</pubDate>
      <dc:creator>Unknown</dc:creator>
      <category>ip-insights</category>
      
      <enclosure url="https://api.patenty.ai/storage/v1/object/blog-media/sovereign-data-collision-frontier-ai-safety-enterprise-legal.png" type="image/jpeg"/>
    </item>

    <item>
      <title>AI Patent Filings in Korea Climb 58% Annually: The Drafting Skills Gap Emerges</title>
      <description>KIPO data shows AI-robot patent filings surged from 20 to 1,260 in a decade, with LG Electronics leading at 1,038 filings. Korean firms’ low PCT conversion rates expose patents to narrow scope challenges. Practitioners must adapt drafting to survive enablement and eligibility scrutiny across jurisdictions.</description>
      <link>https://www.patenty.ai/en/blog/ip-insights/ai-patent-filings-in-korea-climb-58-annually-the-drafting-skills-gap-emerges</link>
      <guid isPermaLink="true">https://www.patenty.ai/en/blog/ip-insights/ai-patent-filings-in-korea-climb-58-annually-the-drafting-skills-gap-emerges</guid>
      <pubDate>Wed, 24 Jun 2026 10:23:00 GMT</pubDate>
      <dc:creator>Unknown</dc:creator>
      <category>ip-insights</category>
      
      <enclosure url="https://sbkuaknsdsvviahlxdwr.supabase.co/storage/v1/object/public/blog-images/auto/ai-patent-filings-in-korea-climb-58-annually-the-draftin-aa1e6acb.png" type="image/jpeg"/>
    </item>

    <item>
      <title>The 200-Candidate Threshold: Structural Supply Pressures in the Korean Patent Bar and the Imperative for High-Value Specialization</title>
      <description>An analysis of the Korean patent attorney (patent agent) market, examining the structural pressures of a steady annual supply of 200 new qualifiers, rising exam scores, and the strategic necessity for practitioners to pivot toward high-value advisory services.</description>
      <link>https://www.patenty.ai/en/blog/ip-insights/the-200-candidate-threshold-structural-supply-pressures-in-the-korean-patent-bar-and-the-imperative-</link>
      <guid isPermaLink="true">https://www.patenty.ai/en/blog/ip-insights/the-200-candidate-threshold-structural-supply-pressures-in-the-korean-patent-bar-and-the-imperative-</guid>
      <pubDate>Mon, 22 Jun 2026 07:22:00 GMT</pubDate>
      <dc:creator>Unknown</dc:creator>
      <category>ip-insights</category>
      
      <enclosure url="https://sbkuaknsdsvviahlxdwr.supabase.co/storage/v1/object/public/blog-images/auto/the-200-candidate-threshold-structural-supply-pressures--7a9d0df5.png" type="image/jpeg"/>
    </item>

    <item>
      <title>Beyond Probabilistic LLMs: Why Formal Verification and Deterministic Layers Represent the New Frontier for Legal AI and Patent Automation</title>
      <description>Pramaana Labs’ recent $27 million seed round to build a formal AI verification layer (alongside similar investments in deterministic guardrails and white-box knowledge engines) signals that the next generation of intellectual property automation will be defined by mathematical provability rather than linguistic probability.</description>
      <link>https://www.patenty.ai/en/blog/ip-insights/pramaana-formal-verification-legal-ai</link>
      <guid isPermaLink="true">https://www.patenty.ai/en/blog/ip-insights/pramaana-formal-verification-legal-ai</guid>
      <pubDate>Thu, 18 Jun 2026 23:25:00 GMT</pubDate>
      <dc:creator>Unknown</dc:creator>
      <category>ip-insights</category>
      
      <enclosure url="https://api.patenty.ai/storage/v1/object/blog-media/pramaana-formal-verification-legal-ai.png" type="image/jpeg"/>
    </item>

    <item>
      <title>A 59.8% Invalidation Rate Is Not a Background Statistic. It Is a Drafting Deadline</title>
      <description>A self-compiled corpus of 1,168 KIPTAB decisions shows a 59.8% invalidation rate, with inventive step driving 80.2% of attacks. The 15.5-percentage-point drop from 2020 to 2025 signals that the specification you file today faces a stricter post-grant tribunal five years later. This article translates the data into concrete drafting and portfolio hedges for Korean filers.</description>
      <link>https://www.patenty.ai/en/blog/ip-insights/a-598-invalidation-rate-is-not-a-background-statisticit-is-a-drafting-deadline</link>
      <guid isPermaLink="true">https://www.patenty.ai/en/blog/ip-insights/a-598-invalidation-rate-is-not-a-background-statisticit-is-a-drafting-deadline</guid>
      <pubDate>Mon, 15 Jun 2026 07:00:00 GMT</pubDate>
      <dc:creator>Unknown</dc:creator>
      <category>ip-insights</category>
      <category>Patent AI</category>
      <category>Legal Tech</category>
      <category>Research Institution</category>
      <category>Case Study</category>
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    </item>

    <item>
      <title>The Emergence of Agentic AI in Intellectual Property: Analyzing Stilta&apos;s $10.5 Million Seed and the Capitalization of Patent Search</title>
      <description>Stockholm-based Stilta&apos;s $10.5 million seed round highlights the rapid transition from general-purpose LLMs to highly specialized, multi-agent architectures in patent litigation. This development signals a broader market shift where context-engineering and proprietary data indexes represent the core of legal AI&apos;s enterprise value.</description>
      <link>https://www.patenty.ai/en/blog/market-intelligence/emergence-of-agentic-ai-patent-litigation-stilta-funding</link>
      <guid isPermaLink="true">https://www.patenty.ai/en/blog/market-intelligence/emergence-of-agentic-ai-patent-litigation-stilta-funding</guid>
      <pubDate>Thu, 11 Jun 2026 23:23:00 GMT</pubDate>
      <dc:creator>Unknown</dc:creator>
      <category>market-intelligence</category>
      
      <enclosure url="https://api.patenty.ai/storage/v1/object/blog-media/emergence-of-agentic-ai-patent-litigation-stilta-funding.png" type="image/jpeg"/>
    </item>

    <item>
      <title>One Claim Limitation Saved Google&apos;s Hotword Patents: Lessons from a PTAB Reversal</title>
      <description>The U.S. Court of Appeals for the Federal Circuit has reversed two PTAB decisions invalidating Google&apos;s voice-activation patents, ruling that the prior art failed to disclose exchanging messages while remaining in a low-power mode.</description>
      <link>https://www.patenty.ai/en/blog/ip-news/federal-circuit-reverses-ptab-findings-of-unpatentability-for-googles-hotword-patents</link>
      <guid isPermaLink="true">https://www.patenty.ai/en/blog/ip-news/federal-circuit-reverses-ptab-findings-of-unpatentability-for-googles-hotword-patents</guid>
      <pubDate>Thu, 11 Jun 2026 16:26:00 GMT</pubDate>
      <dc:creator>Unknown</dc:creator>
      <category>ip-news</category>
      
      <enclosure url="https://sbkuaknsdsvviahlxdwr.supabase.co/storage/v1/object/public/blog-images/auto/one-claim-limitation-saved-google-s-hotword-pate-3c8bb82b.png" type="image/jpeg"/>
    </item>

    <item>
      <title>The Chongqing Forum: Analyzing the ZTE-Samsung FRAND Dispute and China&apos;s Global Rate-Setting Ambitions</title>
      <description>As the Chinese judiciary solidifies its role in global SEP litigation, the jurisdictional battle between ZTE and Samsung in the Chongqing Intermediate People&apos;s Court marks a critical shift. This article analyzes the strategic implications of China&apos;s growing authority in determining global FRAND licensing rates and how multinational tech companies must adapt.</description>
      <link>https://www.patenty.ai/en/blog/ip-news/chongqing-forum-zte-samsung-frand-dispute</link>
      <guid isPermaLink="true">https://www.patenty.ai/en/blog/ip-news/chongqing-forum-zte-samsung-frand-dispute</guid>
      <pubDate>Mon, 08 Jun 2026 02:46:00 GMT</pubDate>
      <dc:creator>Unknown</dc:creator>
      <category>ip-news</category>
      
      <enclosure url="https://api.patenty.ai/storage/v1/object/blog-media/chongqing-forum-zte-samsung-frand-dispute.png" type="image/jpeg"/>
    </item>

    <item>
      <title>The Great Decoupling of FRAND: Analyzing the Samsung-ZTE Royalty Divergence</title>
      <description>With UK and Chinese courts delivering drastically different royalty determinations for Samsung and ZTE, the era of global FRAND consistency is facing its most significant challenge yet.</description>
      <link>https://www.patenty.ai/en/blog/ip-news/samsung-zte-frand-royalty-dispute-global-fragmentation</link>
      <guid isPermaLink="true">https://www.patenty.ai/en/blog/ip-news/samsung-zte-frand-royalty-dispute-global-fragmentation</guid>
      <pubDate>Mon, 25 May 2026 06:24:00 GMT</pubDate>
      <dc:creator>Unknown</dc:creator>
      <category>ip-news</category>
      
      <enclosure url="https://api.patenty.ai/storage/v1/object/blog-media/samsung-zte-frand-royalty-dispute-global-fragmentation.png" type="image/jpeg"/>
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    <item>
      <title>The Multi-Polarization of Legal AI: Analyzing Enter’s $100 Million Series B and the Rise of Localized Patent Infrastructure</title>
      <description>Enter’s $100 million Series B funding at a $1.2 billion valuation highlights a structural shift in the legal technology sector. The creation of a regional AI unicorn demonstrates that jurisdiction-specific data moats are defensible against horizontal foundation models, signaling a future of federated, highly localized patent and legal automation architectures.</description>
      <link>https://www.patenty.ai/en/blog/market-intelligence/enter-100m-series-b-regional-ai-patent-workflows</link>
      <guid isPermaLink="true">https://www.patenty.ai/en/blog/market-intelligence/enter-100m-series-b-regional-ai-patent-workflows</guid>
      <pubDate>Sun, 24 May 2026 23:25:00 GMT</pubDate>
      <dc:creator>Unknown</dc:creator>
      <category>market-intelligence</category>
      <category>AI</category>
      <category>LLM</category>
      <category>Industry Trend</category>
      <category>Startup</category>
      <category>Patent Analysis</category>
      <enclosure url="https://api.patenty.ai/storage/v1/object/blog-media/enter-100m-series-b-regional-ai-patent-workflows.png" type="image/jpeg"/>
    </item>

    <item>
      <title>Foundation Models Move Up the Stack: Analyzing Anthropic’s Launch of Claude Cowork and the Implications for IP Operations</title>
      <description>Anthropic’s release of Claude Cowork marks a structural shift as foundation model providers directly enter the legal application layer. This analysis explores how the commoditization of general contract review forces patent technology toward deep, deterministic workflow automation.</description>
      <link>https://www.patenty.ai/en/blog/market-intelligence/anthropic-claude-cowork-legal-vertical-ai-patent-strategy</link>
      <guid isPermaLink="true">https://www.patenty.ai/en/blog/market-intelligence/anthropic-claude-cowork-legal-vertical-ai-patent-strategy</guid>
      <pubDate>Sun, 17 May 2026 20:30:00 GMT</pubDate>
      <dc:creator>Unknown</dc:creator>
      <category>market-intelligence</category>
      <category>AI</category>
      <category>Feature Release</category>
      <category>LLM</category>
      <category>Industry Trend</category>
      <category>Legal Tech</category>
      <category>Patent Drafting</category>
      <category>Patent AI</category>
      <enclosure url="https://api.patenty.ai/storage/v1/object/blog-media/anthropic-claude-cowork-legal-vertical-ai-patent-strategy.png" type="image/jpeg"/>
    </item>

    <item>
      <title>The $2.25 Billion mRNA Landmark: Analyzing the Moderna-Arbutus LNP Patent Settlement</title>
      <description>Moderna settles its long-standing LNP patent dispute with Arbutus and Genevant for a record-breaking $2.25 billion, setting a new benchmark for mRNA platform technology licensing.</description>
      <link>https://www.patenty.ai/en/blog/ip-news/moderna-arbutus-lnp-patent-settlement-analysis</link>
      <guid isPermaLink="true">https://www.patenty.ai/en/blog/ip-news/moderna-arbutus-lnp-patent-settlement-analysis</guid>
      <pubDate>Thu, 14 May 2026 06:27:00 GMT</pubDate>
      <dc:creator>Unknown</dc:creator>
      <category>ip-news</category>
      <category>Case Study</category>
      <category>Industry Trend</category>
      <enclosure url="https://api.patenty.ai/storage/v1/object/blog-media/moderna-arbutus-lnp-patent-settlement-analysis.png" type="image/jpeg"/>
    </item>

    <item>
      <title>Inference Infrastructure and the Maturation of Legal AI: Analyzing Nvidia’s $50 Million Investment in Legora</title>
      <description>Nvidia’s $50 million investment in legal AI startup Legora signals a structural shift from model training to inference-heavy execution. This analysis explores how specialized compute architectures will reshape patent automation, prior art search, and the economics of intellectual property workflows.</description>
      <link>https://www.patenty.ai/en/blog/market-intelligence/nvidia-legora-investment-legal-ai-inference</link>
      <guid isPermaLink="true">https://www.patenty.ai/en/blog/market-intelligence/nvidia-legora-investment-legal-ai-inference</guid>
      <pubDate>Sun, 10 May 2026 23:00:00 GMT</pubDate>
      <dc:creator>Unknown</dc:creator>
      <category>market-intelligence</category>
      <category>AI</category>
      <category>Industry Trend</category>
      <category>Startup</category>
      <category>Patent Drafting</category>
      <category>Patent AI</category>
      <category>Case Study</category>
      <category>LLM</category>
      <enclosure url="https://api.patenty.ai/storage/v1/object/blog-media/nvidia-legora-investment-legal-ai-inference.png" type="image/jpeg"/>
    </item>

    <item>
      <title>Asymmetric Competition: Structural Adaptation Strategies for Boutique Patent Firms in the AI Era</title>
      <description>An analysis of how small IP practices must pivot from volume-based prosecution models to high-value analytic bundling to survive the commoditization of legal drafting.</description>
      <link>https://www.patenty.ai/en/blog/market-intelligence/asymmetric-competition-ai-strategies-boutique-patent-firms</link>
      <guid isPermaLink="true">https://www.patenty.ai/en/blog/market-intelligence/asymmetric-competition-ai-strategies-boutique-patent-firms</guid>
      <pubDate>Wed, 06 May 2026 11:50:00 GMT</pubDate>
      <dc:creator>Unknown</dc:creator>
      <category>market-intelligence</category>
      <category>AI</category>
      <category>Patent AI</category>
      <category>Startup</category>
      <enclosure url="https://api.patenty.ai/storage/v1/object/blog-media/asymmetric-competition-ai-strategies-boutique-patent-firms.png" type="image/jpeg"/>
    </item>

    <item>
      <title>ITC Launches Investigation into Samsung Memory: High-Stakes Escalation in the Netlist Dispute</title>
      <description>The U.S. International Trade Commission (ITC) has officially commenced an investigation into Samsung Electronics following a complaint by Netlist, potentially threatening an import ban on key memory products including HBM and DDR5.</description>
      <link>https://www.patenty.ai/en/blog/ip-news/samsung-netlist-itc-memory-import-ban-investigation</link>
      <guid isPermaLink="true">https://www.patenty.ai/en/blog/ip-news/samsung-netlist-itc-memory-import-ban-investigation</guid>
      <pubDate>Mon, 04 May 2026 06:25:00 GMT</pubDate>
      <dc:creator>Unknown</dc:creator>
      <category>ip-news</category>
      <category>Industry Trend</category>
      <category>AI</category>
      <category>LLM</category>
      <category>Patent Analysis</category>
      <enclosure url="https://api.patenty.ai/storage/v1/object/blog-media/samsung-netlist-itc-memory-import-ban-investigation.png" type="image/jpeg"/>
    </item>

    <item>
      <title>Hyperscaler Distribution and the Maturation of Legal AI: Analyzing Microsoft’s Word Legal Agent</title>
      <description>Microsoft&apos;s introduction of the Legal Agent for Word marks a structural shift in legal and intellectual property technology. By embedding deterministic contract review and redlining capabilities directly into the enterprise document ecosystem, the launch challenges standalone AI vendors and accelerates the transition toward hybrid, context-aware workflow automation.</description>
      <link>https://www.patenty.ai/en/blog/market-intelligence/hyperscaler-distribution-microsoft-word-legal-agent-impact</link>
      <guid isPermaLink="true">https://www.patenty.ai/en/blog/market-intelligence/hyperscaler-distribution-microsoft-word-legal-agent-impact</guid>
      <pubDate>Thu, 30 Apr 2026 23:24:00 GMT</pubDate>
      <dc:creator>Unknown</dc:creator>
      <category>market-intelligence</category>
      <category>AI</category>
      <category>LLM</category>
      <category>Feature Release</category>
      <category>Industry Trend</category>
      <category>Legal Tech</category>
      <category>Patent Analysis</category>
      <category>Patent AI</category>
      <category>Case Study</category>
      <category>Patent Drafting</category>
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    <item>
      <title>Operational Asymmetry: Strategic Adaptation to USPTO AI-Assisted Examination</title>
      <description>With the USPTO deploying AI search tools over 850,000 times in the past year, the examination environment has shifted. This analysis explores the economic and strategic implications for patent counsel as examiners transition from manual search to AI-assisted adjudication.</description>
      <link>https://www.patenty.ai/en/blog/market-intelligence/uspto-ai-integration-patent-prosecution-strategy</link>
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      <pubDate>Wed, 29 Apr 2026 23:50:00 GMT</pubDate>
      <dc:creator>Unknown</dc:creator>
      <category>market-intelligence</category>
      <category>AI</category>
      <category>LLM</category>
      <category>Industry Trend</category>
      <category>Patent AI</category>
      <category>Case Study</category>
      <category>Comparison</category>
      <category>Legal Tech</category>
      <category>Research Institution</category>
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    <item>
      <title>The AI IP Frontier: Analyzing the US Senate’s Response to Strategic Technology Theft</title>
      <description>With an estimated $600 billion annual loss due to IP theft, the US Senate Judiciary Committee is pivoting its focus toward AI. This analysis explores the implications for global IP strategy and legal operations.</description>
      <link>https://www.patenty.ai/en/blog/ip-news/us-senate-ai-ip-theft-analysis-2026</link>
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      <pubDate>Mon, 27 Apr 2026 06:24:00 GMT</pubDate>
      <dc:creator>Unknown</dc:creator>
      <category>ip-news</category>
      <category>AI</category>
      <category>Industry Trend</category>
      <category>Patent Analysis</category>
      <category>Case Study</category>
      <category>Legal Tech</category>
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    <item>
      <title>Capital Concentration and the Maturation of Legal AI: Analyzing Legora&apos;s $5.55 Billion Valuation</title>
      <description>Legora&apos;s $550 million Series D funding round signals a definitive transition in the legal technology sector, shifting market dynamics from early-stage experimental models to enterprise-grade, deterministic workflow automation.</description>
      <link>https://www.patenty.ai/en/blog/market-intelligence/legora-series-d-valuation-legal-ai-maturation</link>
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      <pubDate>Sun, 26 Apr 2026 23:40:00 GMT</pubDate>
      <dc:creator>Unknown</dc:creator>
      <category>market-intelligence</category>
      <category>AI</category>
      <category>Industry Trend</category>
      <category>LLM</category>
      <category>Startup</category>
      <category>Patent AI</category>
      <category>Case Study</category>
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    <item>
      <title>The CRISPR Patent War: ToolGen’s Strategic Advantage and the UPC’s New Global Frontier</title>
      <description>The CRISPR-Cas9 legal battle enters a critical phase as ToolGen secures key positions at the EPO, while the European Unified Patent Court (UPC) introduces the threat of multi-national injunctions.</description>
      <link>https://www.patenty.ai/en/blog/ip-news/crispr-cas9-patent-war-toolgen-upc-injunctions</link>
      <guid isPermaLink="true">https://www.patenty.ai/en/blog/ip-news/crispr-cas9-patent-war-toolgen-upc-injunctions</guid>
      <pubDate>Thu, 23 Apr 2026 10:23:00 GMT</pubDate>
      <dc:creator>Unknown</dc:creator>
      <category>ip-news</category>
      
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    </item>

    <item>
      <title>U.S. CAFC Voids Proximity-Based Info Sharing Patents: A Critical Wake-up Call for Software IP Strategy</title>
      <description>The Federal Circuit&apos;s recent invalidation of Q Tech&apos;s patents against Walmart highlights the ongoing volatility of 35 U.S.C. § 101. We analyze why functional claims are failing and how practitioners must adapt to ensure software patent eligibility.</description>
      <link>https://www.patenty.ai/en/blog/ip-news/cafc-walmart-qtech-section-101-ruling</link>
      <guid isPermaLink="true">https://www.patenty.ai/en/blog/ip-news/cafc-walmart-qtech-section-101-ruling</guid>
      <pubDate>Wed, 22 Apr 2026 23:30:00 GMT</pubDate>
      <dc:creator>Unknown</dc:creator>
      <category>ip-news</category>
      <category>AI</category>
      <category>Legal Tech</category>
      <category>Industry Trend</category>
      <category>Comparison</category>
      <category>Patent AI</category>
      <category>Patent Drafting</category>
      <category>Patent Analysis</category>
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