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Clean Hydrogen at a Crossroads

Industry Signals
Industry Signals
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[Video] From Gaming to Industry: David Erhard on the Community-Building Mindset

David Erhard & Brian Pagels

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Thomas Zoellner
Thomas Zoellner · May 12th, 2026
The FarmTech Society (FTS) has officially launched a transformative collaboration on the Siemens Xcelerator platform, shifting the Controlled Environment Agriculture (CEA) landscape from isolated innovation to a connected, global ecosystem. As the community curator and anchor, FTS is opening the doors to a world-class digital and renewable energy network, ensuring that every stakeholder—from visionary startups to multi-generational growers—has the tools to thrive without the burden of "reinventing the wheel." This partnership is built on the principle of egoless collaboration, removing the technical and financial barriers that have historically fragmented the sector. By providing a curated, trusted pathway to digitalization and circular resource management, the initiative allows the community to focus on outcomes rather than infrastructure. The ecosystem will be fully operational at GreenTech Amsterdam (June 9-11), inviting the entire sector to join a unified space where knowledge, technology, and people grow in tandem.
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Digital twins are being put to work across industrial operations, aerospace, healthcare, and everything in between. This edition of Industry Signals revisits the topic with a focus on deployment of this technology as use cases grow more demanding, as well as what technology leaders get wrong at the start of a digital twin investment.
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Siemens has launched Eigen Engineering Agent, a purpose-built AI that connects directly to TIA Portal and understands your actual project context to deliver ready-to-use PLC code, HMI scripts, drive configurations, and more. Unlike generic AI tools, Eigen uses multi-step reasoning and self-correction to complete engineering tasks end-to-end, not just generate suggestions. Piloted with over 100 companies across 19 countries, it delivers up to 5x faster execution and 50% greater efficiency — and TIA Portal users on V19, V20, or V21 can sign up for a trial now.
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Every spring, Stanford's Human-Centered AI Institute releases its AI Index: a comprehensive, data-driven look at the state of artificial intelligence across research, industry, policy, and public opinion. The 2026 edition, published this month, draws on data from McKinsey, GitHub, Lightcast, Epoch AI, and dozens of other sources. The headline finding is not that AI is plateauing. It is accelerating, and the implications are spreading well beyond the lab.
# AI
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Industry Signals
Industry Signals · Apr 15th, 2026
Robots are leaving the lab and entering factories, logistics operations, and public spaces faster than most predictions anticipated. This edition of Industry Signals examines what is driving the numbers and what still needs to fall into place before the next growth threshold is crossed.
# AI
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Bill Johnston
Brian Pagels
Bill Johnston & Brian Pagels · Apr 8th, 2026
Over the past year, the Siemens Xcelerator Community sat down with futurists, researchers, and innovation practitioners to explore how organizations can close the imagination gap and build genuine foresight capacity. Two themes emerged across every conversation: why most organizations struggle to envision futures that break from the status quo, and what it takes to build cultures where that kind of thinking becomes second nature.
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Industry Signals
Industry Signals · Mar 31st, 2026
Industrial AI has become an operational priority, but there is a wide and costly gap between ambitious pilots and smooth running, reliable systems. This edition of Industry Signals examines what organizations are doing to close that gap, as well as the next wave of adoption.
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# Factory of the Future
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The factory of the future is about how data flows, how decisions are made, how people work alongside automated systems, and the results showing up in the numbers.
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Semiconductors have become the defining strategic variable for every industry building or operating modern technology, with AI driving revenues toward $1 trillion by 2030 while geopolitical tensions and supply chain fragmentation force manufacturers to rethink where and how chips are made. From digital fab platforms and advanced packaging to new substrate materials and a widening global talent gap, this edition of Industry Signals maps the operational and structural forces every industrial leader needs to understand.
# AI
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# Semiconductor Manufacturing
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