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INTA Publishes Groundbreaking Study on the Use of AI in Likelihood of Confusion Analysis

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Exploring the Use of Artificial Intelligence in the Likelihood of Confusion Analysis

NEW YORK, June 29, 2026 /PRNewswire/ — The International Trademark Association (INTA) has released its latest research study, Exploring the Use of Artificial Intelligence in the Likelihood of Confusion Analysis. As intellectual property (IP) offices and professionals face increasing application volumes and growing complexity, this Report provides timely and deep insights into how AI could enhance efficiency, consistency, and data-driven analysis, while preserving the critical role of human judgment.

INTA chose to study likelihood of confusion because that analysis is a routine task central to trademark law and, importantly, assessed through the eyes of the “average consumer.” It is therefore a representative example of how artificial intelligence (AI) could be applied to subjective, as well as objective, AI legal analysis. The Association undertook this research in collaboration with business consulting firm FTI Consulting.

“AI is reshaping how brands are created, searched, examined, and protected, and INTA has an important role to play in helping the global IP community navigate this shift responsibly,” said INTA CEO Etienne Sanz de Acedo. “We are putting this work forward because likelihood of confusion sits at the heart of trademark law and as AI becomes more entrenched in legal and commercial decision-making. This Report provides IP offices and our members with a practical, forward-looking resource grounded in both legal analysis and technical understanding.”

INTA Chief Policy Officer Heather Steinmeyer served on the internal project team that drafted the Report. Underscoring why this issue is especially timely, she said: “AI has the potential to become an important decision-support tool for trademark examination, but its responsible use will depend on transparency, accountability, high-quality data, and continued human expertise.”

The Report spotlights and provides deep analysis into several key issues at the intersection of AI and trademark law, including the following:

AI is poised to reshape trademark examination at scale: The Report finds that, as global filings continue to rise, AI can help IP offices and professionals analyze growing volumes of trademark applications, compare large datasets, and uncover potential conflicts faster.

AI isn’t replacing human judgment: While AI can enhance speed, consistency, and data-driven insight, the Report underscores that likelihood of confusion analysis remains deeply contextual, requiring an examiner’s legal reasoning, cultural understanding, and discretion. This is demonstrated in the context of determining the “average consumer,” as noted above.

Multimodal AI could unlock more sophisticated likelihood of confusion analysis: The Report highlights how AI tools may support visual, phonetic, conceptual, audio, and even motion-based comparisons, offering new ways to evaluate traditional and non-traditional marks in an increasingly digital marketplace.

Trustworthy AI requires guardrails: Emphasizing the need for explainability, auditability, continuous validation, and human oversight, the Report spotlights risks in the use of AI in likelihood of confusion analysis, including biased training data, model drift, opaque outputs, and over-reliance on automation.

“Written without the intention of advocating for or against AI in this context, the Report emphasizes that AI should function as a supportive tool, not a replacement for examiners or legal professionals,” emphasized Ms. Steinmeyer.

INTA unveiled the Report during a virtual launch event earlier today. Close to 500 participants from 60+ jurisdictions participated in the event, including IP office and government officials, IP professionals, academics, and members of the press.

The Report is part of INTA’s ongoing effort to support its members and the global IP community in navigating emerging technologies and their impact on IP law and practice.

Learn more and access the Report

About the International Trademark Association:
The International Trademark Association (INTA) is a global association of brand owners and intellectual property (IP) professionals committed to elevating the understanding of and respect for IP rights to foster consumer trust, economic growth, and societal transformation. Members include more than 6,600 organizations, representing more than 38,000 individuals (trademark owners, professionals, and academics) from 182 countries, who benefit from the Association’s global trademark resources, policy development, education and training, and international network. Founded in 1878, INTA is headquartered in New York City, with offices in Beijing, Brussels, Dubai, Santiago, Singapore, and the Washington, D.C., Metro Area, and representatives in Nairobi and New Delhi. For more information, visit inta.org.

Reporting on intellectual property? See INTA’s Media Toolkit for guidance and resources.

View original content:https://www.prnewswire.com/news-releases/inta-publishes-groundbreaking-study-on-the-use-of-ai-in-likelihood-of-confusion-analysis-302813338.html

SOURCE International Trademark Association

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Kontron Launches Two New KBox F-Series Industrial Computers To Bring Greater Flexibility and Scalability to Industrial Edge Computing

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October 21, 2026

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TAIPEI, Oct. 21, 2026 /PRNewswire/ — Kontron, a leading global provider of IoT/Embedded Computing Technology (ECT), expands its KBox F-Series with the KBox F-203-RPS and KBox F-204-RPS, two compact industrial computers designed to address diverse requirements in intelligent Industry 4.0, edge computing and industrial IoT applications.

Both systems are powered by 12th, 13th or 14th Gen Intel® Core™ i9/i7/i5/i3 S-Series socket-type processors with a TDP of up to 65 W and support up to 96 GB DDR5 memory, providing a scalable computing foundation for demanding industrial applications requiring flexible performance configuration and long-term deployment.

The KBox F-203-RPS offers two LAN configurations with either two or four GbE ports, allowing customers to select the connectivity level that best fits their applications. The dual-LAN configuration provides an efficient solution for general industrial computing, equipment control and edge applications, while the four-LAN configuration offers additional network connectivity for applications involving multiple devices or network segments, such as machine vision, industrial automation and IoT gateways.

For applications requiring greater system expandability, the KBox F-204-RPS provides one PCIe x16 or two PCIe x8 expansion slots, offering the flexibility to integrate graphics, networking, AI acceleration or other add-on cards according to specific application requirements. With support for up to four 2.5-inch SATA HDDs/SSDs, it also provides extensive storage scalability for data-intensive workloads. These capabilities make the KBox F-204-RPS particularly suitable for industrial edge computing, machine vision, video processing and applications requiring additional functionality or large local data storage.

Together, the KBox F-203-RPS and KBox F-204-RPS enable customers to select the configuration that best matches their requirements, from a slimmer, network-focused industrial computer to a highly expandable edge computing platform.

To learn more about KBox F-203-RPS and KBox F-204-RPS, refer to https://www.kontron.com/en/products/kbox-f-203-rps/p301099 and https://www.kontron.com/en/products/kbox-f-204-rps/p311867.

About Kontron

At Kontron, we champion IoT and Industry 4.0, by creating secure, state-of-the-art solutions that span hardware, software and services. Our approach speeds market entry, reduces the cost of ownership, and offers longevity, ensuring our role as your trusted partner in the integration of smart technologies. For more information, please visit www.kontron.com, dial +886-2-2799-2789 or email SalesAsia@kontron.com.

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SOURCE Kontron

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Mouser Electronics Brings Smart Sensing Solutions to PSECE 2026

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October 21, 2026

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MANILA, Philippines, Oct. 21, 2026 /PRNewswire/ — Mouser Electronics, Inc., the authorized global distributor with the newest electronic components and industrial automation products, announces its participation in the 21st Philippine Semiconductor and Electronics Convention and Exhibition (PSECE 2026) from October 26 to 28 at the SMX Convention Center Manila, Philippines. This event underscores Mouser’s commitment to supporting the region’s growing electronics design community with immediate access to cutting-edge technologies.

Visitors are invited to meet the Mouser team at Booth #110-111 to explore new products and practical design resources. The booth features a live demonstration of Würth Elektronik’s smart sensing and visual indication solutions, integrating environmental and motion sensing with programmable visual feedback and wireless connectivity. This interactive display illustrates how modern devices can detect physical conditions and translate them into clear, immediate visual data, addressing the critical need for reliable intelligence in connected systems.

“As we advance into an era of interconnected intelligence, Mouser remains committed to bridging the gap between cutting-edge components and real-world application,” said Daphne Tien, Vice President of Marketing and Business Development at Mouser APAC. “Our presence at PSECE 2026 underscores our dedication to empowering engineers with the tools they need to innovate. We look forward to fostering a vibrant ecosystem where technology translates into tangible progress for the Philippines and beyond.”

Mouser’s participation highlights its strategic objective to strengthen ties with local partners and accelerate the adoption of advanced semiconductor technologies. By providing a platform for knowledge exchange, the company aims to help design communities turn promising prototypes into practical applications.

Attendees will have the opportunity to gather invaluable insights, learn industry best practices, and connect with professionals from across the region. The booth also features interactive activities where visitors can win premium gadgets and engineering tools, making innovative technology more approachable for everyone.

To learn more about Mouser’s presence at PSECE 2026, visit https://www.mouser.ph/psece-seipi/. 

For more Mouser news and our latest new product introductions, visit https://www.mouser.com/newsroom/.

View original content to download multimedia:https://www.prnewswire.com/apac/news-releases/mouser-electronics-brings-smart-sensing-solutions-to-psece-2026-302914806.html

SOURCE Mouser Electronics

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Workato Launches Self-Serve Platform in Singapore, Opening Enterprise AI to a Broader Community of Builders

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October 21, 2026

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New offering gives developers, students, and customers access to the full power of Workato’s enterprise-grade engine to build AI agents and MCP servers

SINGAPORE, Oct. 21, 2026 /PRNewswire/ — Workato®, the leading Control and Execution Platform for Enterprise AI, today announced the launch of a new self-service offering that gives customers, developers, and students across Asia access to the Workato platform to govern and scale their AI initiatives, including building and productionizing AI agents and MCP servers.

Making AI accessible has been at the heart of Workato’s mission the past several years. Through the AI Institute Alliance, unveiled in September 2025, Workato partnered with leading institutes of higher learning across Singapore, including Nanyang Polytechnic, Republic Polytechnic, Temasek Polytechnic, Singapore Polytechnic, Ngee Ann Polytechnic, the Singapore University of Social Sciences, and the National University of Singapore. The initiative equipped students and educators with automation and AI skills.

The AI Lab, which opened a year later, extended that commitment further into the public sector through its partnership with EDB, and into inclusive hiring through SG Enable.

The newly launched self-serve platform will provide users access to:

A free account to start building immediately, with the option to upgrade to a paid plan, no contract required, as projects growThe ability to build recipes, Agents/Genies, and MCP servers directly on the platformThe same governed, enterprise-grade engine that powers Workato’s largest deploymentsA path built for independent developers, students, and small teams, as well as large enterprises

Since launching in 2026 in North America, Workato has seen rapid growth in the builder community. The platform is enterprise grade, but free to get started. As builders solve problems for their business, they can grow by upgrading to a paid plan. With this launch in Singapore, Workato is making an investment in the local builder community.

“The next era of AI won’t be defined by who has access to intelligence, but by who can turn it into action. We’re putting the same enterprise-grade power trusted by the world’s largest companies into the hands of every builder. We want everyone to be able to transform how their business operates,” said Rishi Mallik, Chief Growth Officer, Workato. 

Workato showcased its self-serve platform and broader community initiatives at World of Workato (WOW) 2026 in Singapore.

Builders can sign up now at https://app.trial.workato.com/users/sign_up_trial?utm_content=sg_wow2026.

About Workato

Workato is the leading Control and Execution Platform for Enterprise AI — the neutral platform enterprises trust to put AI to work across their business. Workato unifies data, applications, and processes into a single platform so AI can reliably orchestrate business processes in production at enterprise scale. Built on more than a decade of running mission-critical processes for over half the Fortune 500 — including Nasdaq, Cisco, Vodafone, Atlassian, and Lucid Motors — Workato turns over 17,000 enterprise systems AI needs to act on into one governed execution layer. For more information, visit workato.com.

View original content to download multimedia:https://www.prnewswire.com/apac/news-releases/workato-launches-self-serve-platform-in-singapore-opening-enterprise-ai-to-a-broader-community-of-builders-302914795.html

SOURCE Workato

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