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Siemens advances self-verifying agentic AI workflows for semiconductor and PCB design

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Combines Siemens’ EDA expertise and software with NVIDIA AI infrastructure and software to improve result quality, time-to-results, tool-calling reliability and token efficiency for long-running engineering workloadsEnables agentic AI workflows that help engineers improve productivity and design quality across the electronic design automation (EDA) lifecycleDelivers more predictable, trusted outcomes through physics-based EDA software validationIntegrates with Siemens’ Intelligence Center X, supporting agent creation and orchestration, and intelligence into broader enterprise reasoning across design, manufacturing and supply chain operations

PLANO, Texas, July 26, 2026 /PRNewswire/ — Siemens today announced an expansion of its strategic partnership with NVIDIA to deliver self-verifying agentic AI workflows to EDA, helping semiconductor and printed circuit board (PCB) engineering teams move from autonomous task orchestration toward more trusted, continuously validated engineering outcomes. The new capabilities build on Siemens’ recently introduced Fuse™ EDA AI Agent system and add new NVIDIA AI technology to help long-running, domain scoped, AI agents reason, act and continuously validate decisions against deterministic, physics-based EDA engines.

The updates to Siemens’ Fuse EDA AI Agent are designed to help the semiconductor and PCB industry move beyond simple automation and deliver trusted and verifiable outcomes that improve result quality, time-to-results, tool-calling reliability and token efficiency across long-running engineering workloads. The Fuse EDA AI Agent system is now integrated into Siemens’ recently launched Intelligence Center X, supporting agent creation and orchestration in Siemens’ enterprise industrial AI environment. Intelligence Center X delivers AI-driven, coordinated processes across design, manufacturing and supply chain – enhancing the comprehensive Digital Twin to support smarter execution and more trusted outcomes.

“Our expanded collaboration with NVIDIA enhances our domain-specific industrial AI, physics-based EDA engines and accelerated computing to create trusted, self-verifying AI workflows,” said Amit Gupta, senior vice president and chief AI strategy officer, Siemens EDA, Siemens Digital Industries Software. “By enabling autonomous and long-running EDA AI agents to continuously validate their decisions against proven engineering tools accurately and efficiently, we help customers accelerate development, improve design quality and increase confidence in trusted engineering outcomes.”

“Semiconductor and PCB design are among the most complex engineering challenges in the world, and AI agents need trusted tools to reason, act and verify their work,” said Timothy Costa, vice president and general manager of computational engineering at NVIDIA. “Siemens is combining its EDA software with NVIDIA accelerated computing, AI software and Nemotron open models to create self-verifying agentic workflows that improve design quality, speed up results and give engineering teams greater confidence in every step of the process.”

Enabling trusted self-verifying AI agents for semiconductor and PCB design

The Fuse EDA AI Agent solution now combines Siemens engineering intelligence and trusted verification capabilities with NVIDIA AI infrastructure technologies to execute complex semiconductor design tasks with enhanced speed and precision:

Optimized EDA agents built with NVIDIA NeMo Gym open library for agentic environments improve result quality, speed and token efficiency for semiconductor and PCB design. This empowers customers with EDA design flows that get smarter over time with self-verifying agents which learn from every project to automatically improve execution strategies, optimize workflows and make better use of accumulated context.The NVIDIA OpenShell secure runtime enables enterprise scale design teams to run autonomous agents across their entire EDA environment with enterprise-grade security, access controls and audit trails within governed runtime environments.Advanced reasoning with the latest NVIDIA Nemotron models and Switchyard accelerates design with AI agents that understand complex engineering trade-offs at the speed of AI reasoning and supports complex engineering workflows with improved performance and token efficiency.NVIDIA accelerated computing and CUDA-X libraries helps design teams achieve signoff-quality results in hours instead of days, powering both AI reasoning and EDA engines for dramatic speedups without sacrificing accuracy.

Together, these capabilities enable secure and token-efficient multi-agent coordination, real-time feedback and improved convergence across semiconductor and PCB design and verification flows, helping customers achieve trusted engineering outcomes.

Comprehensive end-to-end design automation

Building on these capabilities, Siemens’ Fuse EDA AI Agent orchestrates workflows across the semiconductor and PCB lifecycle. Domain-specific agents collaborate across synthesis, verification, implementation and validation processes to optimize outcomes holistically.

The new offering spans Siemens’ EDA technologies across the full semiconductor and electronics lifecycles, from high-level synthesis with Catapult, verification with Questa One and Veloce, and custom IC design and verification with Solido, through to physical implementation with Aprisa, signoff verification with Calibre and design-for-test with Tessent. It also supports advanced 3D IC integration using Innovator3D IC and PCB design with Xpedition.

Accelerating custom integrated circuit (IC) design with agentic AI

The expanded collaboration enhances Siemens’ Solido Characterization Suite with agentic AI capabilities. These agentic workflows automate library characterization by automatically generating and verifying Liberty files by running Solido Characterizer with Solido LibSPICE, Solido Generator and Solido Analytics. The solution delivers production-proven results for advanced-node standard cell, memory and custom IP libraries while reducing characterization turnaround times by more than 10X and achieving over a 5X to 10X reduction in token costs.

These agentic capabilities extend further into the custom IC design flow with the new Solido Layout Analyzer, an AI-powered measurement-aware solution for visualizing, exploring and analyzing parasitic and layout-dependent effects in post-layout designs. Integrated with Fuse EDA AI Agent, Solido Layout Analyzer dramatically boosts design quality and engineering productivity by enabling natural language prompting with results analysis, fixing recommendations, and report generation.

“For STMicroelectronics’ non-volatile memory team, the ability to relate layout insight directly to electrical behavior is critical. Rather than discovering layout dependent effects late in the process, Solido Layout Analyzer brings this analysis earlier into the flow, improving design confidence and helping cut down the time we spend debugging complex design blocks by weeks. We are planning to test and validate the advantages in our on-going design activity,” said Gianbattista Lo Giudice, Non-Volatile Memory Design manager, STMicroelectronics.

Accelerating digital verification with agentic AI

With verification consuming up to 70 percent of design time and complexity, the industry faces an unprecedented productivity crisis. Building on the recently announced Questa One Agentic Toolkit, Siemens is extending these domain-scoped agentic AI workflows with NVIDIA’s Nemotron 3 Ultra reasoning model, designed for complex, long-running agents. In agentic RTL benchmarking with the ACE-RTL agent, Nemotron 3 Ultra leads among open models. Its reasoning and efficiency help autonomous agents evaluate engineering trade-offs while continuously validating designs against golden test harness. This enables teams to identify issues earlier, accelerate verification closure, and deliver trusted outcomes faster.

“We’re at an inflection point where the complexity of AI chips, chiplets, and 3D ICs has outpaced traditional verification methodologies,” said Abhi Kolpekwar, senior vice president and general manager Digital Verification Technologies, Siemens EDA, Siemens Digital Industries Software, “agentic AI is the natural path forward that scales with this complexity—agents that can orchestrate multi-domain verification, reason across billions of test scenarios, and deliver production-quality results in timeframes that were impossible just two years ago.” path forward that scales with this complexity—agents that can orchestrate multi-domain verification, reason across billions of test scenarios, and deliver production-quality results in timeframes that were impossible just two years ago.”

Availability

Siemens’ expanded AI-driven EDA capabilities will be available in forthcoming releases of Siemens’ AI-native EDA portfolio. To learn more about how Siemens is bringing the power of Agentic AI to the EDA industry, visit https://www.siemens.com/en-us/products/fuse-eda-ai-system/agent/

Siemens Digital Industries Software helps organizations of all sizes digitally transform using software, hardware and services from the Siemens Xcelerator business platform. Siemens’ software and the comprehensive digital twin enable companies to optimize their design, engineering and manufacturing processes to turn today’s ideas into the sustainable products of the future. From chips to entire systems, from product to process, across all industries. Siemens Digital Industries Software – Accelerating transformation.

Siemens Digital Industries (DI) empowers companies of all sizes within the process and discrete manufacturing industries to accelerate their digital and sustainability transformation across the entire value chain. Siemens’ cutting-edge automation and software portfolio revolutionizes the design, realization and optimization of products and production. And with Siemens Xcelerator – the open digital business platform – this process is made even easier, faster, and scalable. Together with our partners and ecosystem, Siemens Digital Industries enables customers to become a sustainable Digital Enterprise. Siemens Digital Industries has a workforce of around 70,000 people worldwide.

Siemens AG (Berlin and Munich) is a leading technology company focused on industry, infrastructure, mobility, and healthcare. The company’s purpose is to create technology to transform the everyday, for everyone. By combining the real and the digital worlds, Siemens empowers customers to accelerate their digital and sustainability transformations, making factories more efficient, cities more livable, and transportation more sustainable. A leader in industrial AI, Siemens leverages its deep domain know-how to apply AI – including generative AI – to real-world applications, making AI accessible and impactful for customers across diverse industries. Siemens also owns a majority stake in the publicly listed company Siemens Healthineers, a leading global medical technology provider pioneering breakthroughs in healthcare. For everyone. Everywhere. Sustainably.

In fiscal 2025, which ended on September 30, 2025, the Siemens Group generated revenue of €78.9 billion and net income of €10.4 billion. As of September 30, 2025, the company employed around 318,000 people worldwide on the basis of continuing operations. Further information is available on the Internet at www.siemens.com.

Note: A list of relevant Siemens trademarks can be found here. Other trademarks belong to their respective owners.

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SOURCE Siemens Industry Software

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California Energy Commission, California Public Utilities Commission and Rajasthan Electricity Regulatory Commission Sign Landmark Memorandum of Intent to Advance Clean Energy Collaboration

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ISGF Facilitated Strategic Partnership to Accelerate Renewable Energy Integration, Grid Modernization, Energy Storage and Transportation Electrification between California and Rajasthan

NEW DELHI, July 28, 2026 /PRNewswire/ — The California Energy Commission (CEC), the California Public Utilities Commission (CPUC), and the Rajasthan Electricity Regulatory Commission (RERC) have executed a landmark Memorandum of Intent (MoI) on 25 June 2026, establishing a strategic collaboration framework for advancing clean energy technologies, grid modernization, renewable energy integration, energy efficiency, transportation electrification, long-duration energy storage, renewable energy forecasting, and grid reliability.

The Memorandum of Intent marks a significant milestone in strengthening international cooperation between two global leaders in renewable energy deployment. California and Rajasthan, among the largest and most progressive states in their respective countries, share common ambitions of accelerating the clean energy transition while ensuring reliable, resilient, and affordable electricity systems.

The virtual signing ceremony was attended by Hon’ble Energy Minister of Rajasthan Mr Heeralal Nagar, Mr Siva Gunda, Vice Chair of California Energy Commission; Mr John Reynolds, President, California Public Utilities Commission, Mr Hemant Kumar Jain, Member, Rajasthan Electricity Regulatory Commission; and Mr Reji Kumar Pillai, President, India Smart Grid Forum (ISGF) and Chairman, Global Smart Energy Federation (GSEF), along with senior officials from the participating organizations.

The collaboration aims to promote knowledge exchange, policy dialogue, technical cooperation, and the sharing of global best practices in key areas including Renewable energy integration, Grid modernization and resilience, Energy efficiency, Transportation electrification, Long-duration energy storage, Energy forecasting and grid planning and other Emerging clean energy technologies.

Speaking on the occasion, Hon’ble Minister for Energy, Rajasthan Government, Mr Heeralal Nagar, said, “Rajasthan is a leader in clean energy in India. We have strong sunshine and good wind, and we are using them to produce more and more solar and wind power. We are also adding battery storage and smart meters, and improving our power grid, so that clean power reaches our people in a steady and affordable way. California has done excellent work in this field, and there is a lot we can learn from each other. This agreement is an important step. It allows our two sides to share knowledge, ideas and experience — on solar and wind power, storage, electric vehicles and grid reliability. I believe this will bring real benefits to the people of both Rajasthan and California.”

Mr Siva Gunda, Vice Chair, California Energy Commission, said, “California and Rajasthan are demonstrating how subnational partnerships can accelerate the clean energy transition through practical collaboration. This Memorandum of Intent provides a strong foundation for sharing technical expertise on renewable energy integration, grid reliability, energy forecasting, transportation electrification, and long-duration energy storage. We look forward to learning from one another as we work toward reliable, affordable, resilient, and increasingly clean energy systems.”

President of California Public Utilities Commission, Mr. John Reynolds, commented, “California and Rajasthan are confronting many of the same challenges as we transition to cleaner, more reliable, and more affordable energy systems. This Memorandum of Intent creates an important opportunity for our institutions to learn from one another, share regulatory experience, and strengthen our collaboration in support of the people we serve.” 

ISGF President, Mr Reji Kumar Pillai has commented, “Rajasthan today operates one of the most complex grids with nearly 80% of renewable energy. Out of 62 GW of installed capacity in Rajasthan, 42 GW is solar and 6 GW is wind. Managing a grid with such high level of variable RE generation sources is a major challenge and requires advanced digital technologies and enabling regulatory framework. This collaboration between California and Rajasthan is expected to be mutually beneficial and would be an ideal test bed for new technologies and policy interventions.”

Following the signing ceremony, the California Energy Commission acknowledged ISGF’s pivotal role in enabling this collaboration and expressed its appreciation for the continued partnership with Rajasthan and ISGF. The Commission also recognized the valuable support provided by the India Energy and Climate Center at UC Berkeley and the UC Davis India Center for Energy and Climate in advancing this initiative.

ISGF has been actively promoting international collaborations to accelerate the deployment of smart grids, renewable energy, electric mobility, and advanced energy technologies across India. This partnership further reinforces ISGF’s commitment to fostering global cooperation that supports India’s clean energy ambitions and contributes to building resilient, sustainable, and future-ready power systems.

About India Smart Grid Forum (ISGF)

ISGF is a public private partnership initiative of Govt. of India with the mandate of accelerating smart grid deployments across the country. With 170+ members comprising of ministries, utilities, technology providers, academia and research, ISGF has evolved as a Think-Tank of global repute on Smart Energy and Smart Cities. Mandate of ISGF is to accelerate energy transition through clean energy, electric grid modernization and electric mobility; work with national and international agencies in standards development and help utilities, regulators and the industry in technology selection, training and capacity building. Website: https://indiasmartgrid.org/

 

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Behind the Stream: How CHZZK’s Top Streamers Brought the Final Home from New York

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CUPERTINO, Calif., July 28, 2026 /PRNewswire/ — When Handongsuk went live from the stands of the 2026 World Football Championship final in New York, more than a hundred thousand fans back in Korea were right there with him — every roar, every heartbeat, in real time.

Handongsuk is one of the biggest football voices on CHZZK, Korea’s number-one live streaming platform. Together with fellow creator Samsik, he made the trip from Seoul to New York as the “New York Expedition,” carrying the atmosphere of the sport’s biggest stage directly to a Korean audience that increasingly experiences live sports not through a broadcast network, but through the creators they follow.

It’s the same convergence story playing out across the world this summer — old media and new media no longer competing, but merging into a single live experience — and in Asia, it runs through CHZZK.

The technical backbone was TVU Networks. From Central Park to the packed stadium concourse, the entire on-site production was carried on a TVU One Backpack, transmitting broadcast-grade live video straight to CHZZK over the public internet.

Delivering stable, ultra-low-latency video from inside one of the most congested network environments on Earth — a sold-out stadium with tens of thousands of phones fighting for signal — is one of the hardest challenges in live production. TVU’s proprietary ISX transmission protocol solved it, intelligently bonding multiple cellular connections to hold picture quality and latency steady even as network conditions shifted moment to moment.

The result was a seamless, immersive stream: two creators walking fans through the sights, sounds, and electric energy of the final, with no truck, no fixed uplink, and no compromise — just a single backpack and the platform’s millions of viewers.

For CHZZK, it’s proof that a digital-native platform can put fans at the center of the world’s biggest sporting moments. For TVU, it’s the same technology trusted by traditional broadcasters in over 100 countries, now powering the creators redefining how a generation watches live sports.

The final has always been the world’s biggest stage. This summer, that stage belonged to the streamers — and TVU brought it home.

TVU Networks is a global leader in cloud and IP-based live video solutions, powering broadcast, streaming, and remote production for news, sports, and entertainment across 100+ countries. Learn more at tvunetworks.com.

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SOURCE TVU Networks

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MDRT Survey: Singaporeans Increasingly Use AI to Manage Their Finances and Make Financial Decisions

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Nearly nine in 10 Singaporeans use digital platforms, including AI-powered chat tools, to manage or seek information about their personal finances.Almost one in five Singaporeans who use AI tools for financial purposes have made financial decisions based primarily on AI-generated advice.Despite high digital adoption, trust gaps still exist, and human supervision and expertise remain crucial.

SINGAPORE, July 27, 2026 /PRNewswire/ — As digital adoption in personal finance continues to rise, Singaporeans are increasingly using digital tools not only to manage their money but also for AI-generated advice to guide their financial decisions, according to a recent survey by MDRT. Digital channels have become deeply embedded in the financial lives of Singaporeans, with nearly nine in 10 (89%) using at least one platform, such as mobile banking apps, financial websites or AI-powered chat tools, to manage their finances or seek financial information.

Among these users, more than a third of Singaporeans (35%) now use AI tools for financial purposes, from information gathering to real-world financial actions, signaling a growing shift towards AI-assisted financial management. Of those who have acted on AI-generated advice or used it as a starting point, 60% say it has influenced their savings or budgeting habits. Almost half (47%) have used it when choosing or switching financial products, such as loans, credit cards or insurance plans, and two in five (40%) say it has informed major financial decisions, including large investments or property purchases.

Nearly one in five AI users (19%) even rely primarily on AI-generated advice when making financial decisions, underscoring the technology’s expanding influence in shaping financial outcomes.

“Singaporeans are increasingly comfortable using technology in their everyday lives. I’m seeing more people use AI to better understand financial concepts or prepare for financial conversations, which is helpful. However, AI is only as effective as the information it receives. It may not identify gaps in our thinking or ask follow-up questions that uncover important aspects of our financial situation. The risk is that decisions made based on incomplete information or narrowly framed questions may overlook critical considerations,” said Laura Hoi, a 22-year MDRT member with six Court of the Table qualifications.

Increasing use of digital tools and AI in financial decision-making

While AI tools are gaining traction, established digital platforms remain the most commonly used among Singaporeans, led by banking websites and mobile apps (52%), government financial portals (43%) and financial comparison websites (30%).

That said, 29% use generative AI chat tools such as OpenAI’s ChatGPT and Google’s Gemini, while 14% turn to AI-powered chatbots offered by banks or financial institutions. They mainly do so to better understand financial concepts such as mortgages, investing and taxes (54%), as well as to compare financial products such as loans, credit cards and insurance (51%). The appeal lies largely in convenience (57%) and cost accessibility (52%), alongside the ability to simplify complex information (40%) and the freedom to ask follow-up questions (37%).

Usage patterns also reflect different levels of engagement with emerging digital tools across generations. Millennials and Gen Z are more likely to use AI to actively manage their finances, including budgeting and financial planning, while Gen X and baby boomers tend to use it primarily as a source of information.

Consumers continue to value human expertise alongside AI guidance

Despite AI’s growing role in personal finance, most Singaporeans (81%) remain measured in how they use these tools, turning to them primarily to build knowledge and explore options rather than replace professional advice. Among those who have not acted or would not act on AI-generated advice (36%), the top concerns were the lack of human oversight or reassurance (45%), the fear of bias or errors (36%), and the risk of generic or automated responses (36%).

Only 37% of Singaporeans who use AI tools are comfortable using them for personalized financial advice, and just 31% would use AI to review long-term financial plans, suggesting a strong preference for human guidance in financial decision-making. Those who currently work with a financial advisor show a similar preference, indicating that AI is seen more as a complement, rather than a replacement, to the client-advisor relationship.

Importantly, face-to-face interaction is still highly valued. While digital communication is now widely accepted, around four in 10 Singaporeans who work with financial advisors still prefer meeting in person, particularly when discussing complex financial topics (42%), making important financial decisions (41%) or reviewing long-term financial plans (38%). In-person engagement becomes even more crucial during periods of market volatility or financial uncertainty, with half (50%) favoring face-to-face meetings with their advisors, highlighting the enduring importance of personal guidance and reassurance that direct human interaction provides when navigating critical financial decisions.

“AI can provide answers based on a snapshot of information, but financial planning goes beyond that. It’s about knowing the questions to ask, understanding each individual’s unique circumstances, and helping clients adapt their financial plans as their lives and goals evolve. I believe the future is about combining the speed and accessibility of AI with the empathy, judgment, and long-term perspective that only trusted human relationships can provide to help people make more informed and confident financial decisions,” said Ms Hoi.

Survey methodology

This survey was conducted online by market research and insights agency Opinium between April 6 and April 9, 2026. The Singaporean survey was fielded in English among a sample of 2,000 Singaporean adults, weighted to be nationally representative based on age, race and gender.

About MDRT

Founded in 1927, MDRT® (Million Dollar Round Table®), The Premier Association of Financial Professionals®, is a global, independent association of the world’s leading life insurance and financial services professionals from more than 80 nations and territories and nearly 700 companies. MDRT members demonstrate exceptional professional knowledge, strict ethical conduct and outstanding client service. MDRT membership is recognized internationally as the standard of excellence in the life insurance and financial services business. For more information, please visit mdrt.org.

 

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SOURCE MDRT

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