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Edge AI and the Industrial Metaverse

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Edge AI and the Industrial Metaverse

Why Edge AI is the Backbone of the Industrial Metaverse

The industrial metaverse is poised to redefine the global industrial landscape, combining real-time computing with immersive virtual environments to unlock new dimensions of efficiency, safety, and innovation. As industries across manufacturing, energy, and logistics adopt this transformation, the stakes for competitive advantage have never been higher.

Key Challenges on the Road to Realizing the Vision

While the potential is undeniable, the journey to adopting edge AI and integrating it into the industrial metaverse includes a few hurdles:

  • Interoperability Obstacles: Many industrial operations rely on decades-old legacy systems that operate in silos, lacking the ability to communicate with modern applications or each other. Without interoperability, businesses risk inefficiencies and missed opportunities for collaboration. Solutions such as protocol translation engines and vendor-agnostic platforms are emerging as critical tools to bridge this gap.
  • Cost and Complexity: Deploying edge AI infrastructure – such as edge gateways, robust connectivity, and powerful compute nodes – requires significant investment. Small and medium-sized enterprises often struggle to justify these costs without clear, immediate ROI. The democratization of these technologies through scalable solutions is essential for widespread adoption.
  • Cybersecurity Concerns: As industrial systems become more connected, they also become more vulnerable to cyberattacks. A breach in an industrial metaverse environment could compromise sensitive data or disrupt critical operations. Standards like the Universal Utility Data Exchange, with built-in cybersecurity protocols, are evolving to mitigate these risks.
  • Talent Shortages: Implementing edge AI in the industrial metaverse requires specialized skills, from AI model development to systems integration. However, the global demand for such expertise far exceeds the supply. Companies must invest in workforce development to ensure they have the talent needed to lead in this space.

Trends Shaping the Industrial Metaverse in 2025

  • From Proprietary to Open Standards: To enable seamless communication across systems, industries are rapidly adopting open standards like MQTT and OPC UA. These protocols are crucial for creating vendor-agnostic solutions that reduce deployment costs and enable faster adoption.
  • Rise of Digital Twins with Physics-Based Modeling: Digital twins are no longer just static representations; they are evolving into dynamic, physics-based models that can simulate real-world scenarios with precision. By integrating these twins with real-time data from edge AI nodes, businesses can optimize everything from factory workflows to energy consumption.
  • USD-Native Collaboration Takes Center Stage: Universal Scene Description (USD) technology, pioneered by PIXAR, is emerging as the "HTML of the 3D world." It enables interoperable workflows for 3D simulation and visualization, essential for creating collaborative environments in the industrial metaverse. Platforms like NVIDIA Omniverse are accelerating adoption by combining USD with AI-driven rendering and simulation tools.
  • Adoption of Lightweight Virtualization Technologies: Edge computing systems are increasingly turning to lightweight virtualization methods like Unikernels. By reducing overhead and enhancing security, these technologies enable efficient operation in resource-constrained environments such as remote oil fields or solar farms.

Real-World Ecosystem Partnerships Driving the Industrial Metaverse

The industrial metaverse is not being built in isolation – its success hinges on strong partnerships between industrial OEMs, software providers, system integrators, and AI-driven analytics firms. These collaborations are critical in addressing interoperability challenges, scaling adoption, and accelerating innovation. Key ecosystem partnerships include:

  • MachFu & Oilfield Operators: MachFu partners with upstream and midstream oil and gas operators to automate artificial lift operations, such as rod pumps and electric submersible pumps.
  • Delta Electronics & NVIDIA, Autodesk, FlexSim, and Visual Components: Delta Electronics works with multiple partners to create fully connected digital twin environments.
  • HD Hyundai & Siemens + NVIDIA: HD Hyundai is redefining powertrain design for next-generation ships by leveraging Siemens’ Xcelerator platform alongside NVIDIA Omniverse to develop high-fidelity, physics-based digital twins.

Strategic Imperatives for Businesses

To succeed in the edge AI-powered industrial metaverse, the following steps are critical:

  • Prioritize Interoperability: Adopt open standards to ensure your systems can integrate seamlessly with modern platforms and legacy assets.
  • Invest in Workforce Upskilling: Empower your teams with the skills required to manage and optimize edge AI systems.
  • Secure Your Ecosystem: Implement advanced cybersecurity measures to safeguard your assets against emerging threats.
  • Collaborate for Scalability: Partner with technology providers and peers to share resources, accelerate innovation, and reduce costs.
  • Adopt a Sustainability-First Mindset: Design your systems with energy efficiency and environmental impact in mind to future-proof your operations.

Conclusion

The industrial metaverse and edge AI are no longer mere buzzwords – they are the driving forces behind the next wave of industrial transformation. To seize the edge in this revolution, businesses must act decisively to position themselves at the forefront of this transformation. The opportunities to gain a competitive edge are immense. Those who hesitate risk being left behind as competitors move forward with AI-driven agility, operational excellence, and innovation.

FAQs

  • What is the industrial metaverse?
    The industrial metaverse is a vision of a future where real-time computing and immersive virtual environments converge to unlock new dimensions of efficiency, safety, and innovation.
  • What is edge AI?
    Edge AI is a type of artificial intelligence that enables computation to occur closer to where data is generated, ensuring ultra-low latency, real-time insights, and enhanced privacy.
  • How do I get started with edge AI and the industrial metaverse?
    Start by prioritizing interoperability, investing in workforce upskilling, securing your ecosystem, collaborating for scalability, and adopting a sustainability-first mindset.

Innovation and Technology

WDC, Microsoft And Material Recyclers Recover Rare Earths From HDDs

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WDC, Microsoft And Material Recyclers Recover Rare Earths From HDDs

Introduction to Magnetic Rare Earth Elements

Hard disk drives contain valuable materials that are used in their construction and operation. This includes rare-earth magnetics that are used in the rotary actuator that allows the heads to write and read information from tracks of data on the disk surfaces. The rare earth elements used in HDDs include Neodymium, Praseodymium and Dysprosium, used because of their unique magnetic properties.

Economic Value of Rare Earth Elements

Rare earths have a significant economic value and in light of recent embargos of the types of rare earths that are used in constructing HDDs, recovering the rare earths from end-of-life HDDs will have significant economic value. Besides their use in HDD motors, rare earth elements are used in electric vehicles, wind turbines and advanced electronics.

Creating a Circular Economy for Storage Devices

We have written in the past about creating a circular economy for storage devices. As an example of this effort, Western Digital, Microsoft’s cloud data centers and a couple of materials recycling companies recently reported extracting rare earths from about 47,000 pounds of shredded end-of-life HDDs and other materials. The recycling partners are Critical Materials Recovery and PedalPoint Recycling.

The Recycling Process

The hard drives were collected from several Microsoft data centers in the United States and sent to the recycling partners. Shreds of HDDs, SSDs, and caddies were sent to PedalPoint where they were sorted and processed. The magnets and steel were then sent to CMR to figure out the best way to sort and size the materials and extract the rare earth elements using CMR’s environmentally friendly and economically competitive acid-free recycling process.

Mass Production Ecosystem

The four companies went through multiple pilots to create a mass production ecosystem at scale for retrieval of rare earths, which was completed in December 2024. Together the companies transformed close to 50,000 pounds of end-of-life drives, mounting caddies, and other materials into critical, high-value materials, all while significantly reducing environmental impact.

Rare Earth Recycling Methodology

The figure below from the white paper on this project shows the acid-free dissolution and recovery of rare earth elements using a copper salt solution. This method is said to be ideal for leaching from low-concentrated rare earth feedstocks, such as from shredded HDDs. This method recovers more than 90% of the REEs from the HDD feedstock to produce a more than 99.5% pure rare earth oxides.

Benefits of Domestic Recycling

The WDC release says that more than 85% of rare earth elements primary production occurs outside the US and the domestic recycling rate is low. The largest hyperscalers in the world have collaborated to create an advanced eco-friendly sorting system. The non-acid based recycling process not only recapture rare earths but also gold, copper, aluminum and steel. The current rate earth element recycling in the US is less than 10%. This system recaptured about 80% by mass of the raw recycled feedstock. With domestic recycling of rare earth, access to these materials can minimize transportation emissions and decrease the dependency on imported materials. In addition, using this recycling method, obtaining these materials is estimated to generate about 95% less greenhouse gas emissions compared to traditional mining and processing practices.

Conclusion

WDC, Microsoft and a couple of recycling companies have shown a high efficiency, acid-free process for extracting rare earth elements from shredded hard disk drives. Recycling valuable materials from storage devices can improve the local supply chain and avoid environmental impacts.

FAQs

Q: What are the rare earth elements used in HDDs?
A: The rare earth elements used in HDDs include Neodymium, Praseodymium and Dysprosium.
Q: What is the significance of recovering rare earths from end-of-life HDDs?
A: Recovering rare earths from end-of-life HDDs has significant economic value and can minimize transportation emissions and decrease the dependency on imported materials.
Q: What is the current rate of rare earth element recycling in the US?
A: The current rate of rare earth element recycling in the US is less than 10%.
Q: What are the benefits of using the acid-free recycling process?
A: The acid-free recycling process can recover more than 90% of the REEs from the HDD feedstock and generate about 95% less greenhouse gas emissions compared to traditional mining and processing practices.

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Innovation and Technology

Human Rights and Digital Rights

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Human Rights and Digital Rights

Technology for social change is revolutionizing the way we live, interact, and advocate for human rights. With the rise of digital technologies, the landscape of human rights has expanded to include digital rights, which are essential for promoting and protecting human dignity in the online sphere. In this article, we will explore the intersection of human rights and digital rights, and discuss the ways in which technology can be harnessed to promote social justice and equality.

Understanding Human Rights

Human rights are fundamental rights and freedoms that belong to every human being, regardless of their nationality, ethnicity, gender, or socioeconomic status. These rights are universal, inalienable, and interdependent, and are enshrined in international law through various treaties and conventions. Human rights include the right to life, liberty, and security of person, as well as the right to freedom of expression, assembly, and association.

Historical Development of Human Rights

The concept of human rights has evolved over time, with significant milestones including the adoption of the Universal Declaration of Human Rights (UDHR) in 1948. The UDHR sets out a broad range of civil, political, economic, social, and cultural rights that are essential for human dignity and well-being. Since then, numerous international and regional human rights instruments have been developed to further elaborate and protect human rights.

Key Principles of Human Rights

Human rights are based on several key principles, including universality, indivisibility, interdependence, and inalienability. These principles emphasize that human rights belong to all individuals, and that they are fundamental to human dignity and well-being. Human rights are also non-discriminatory, meaning that they apply equally to all individuals, regardless of their background or circumstances.

Digital Rights: An Emerging Area of Human Rights

Digital rights refer to the human rights that are relevant to the online sphere, including the right to freedom of expression, access to information, and privacy. The rise of digital technologies has created new opportunities for individuals to exercise their human rights, but it has also raised new challenges and concerns. Digital rights are essential for promoting and protecting human dignity in the online sphere, and for ensuring that individuals can exercise their human rights in a safe and secure environment.

The Importance of Digital Rights

Digital rights are essential for promoting and protecting human dignity in the online sphere. The internet and other digital technologies have transformed the way we live, interact, and access information, and have created new opportunities for individuals to exercise their human rights. However, the online sphere also poses new risks and challenges, including online harassment, cyberbullying, and surveillance.

Key Digital Rights

Key digital rights include the right to freedom of expression, access to information, and privacy. These rights are essential for promoting and protecting human dignity in the online sphere, and for ensuring that individuals can exercise their human rights in a safe and secure environment. Other digital rights include the right to online assembly and association, and the right to protection against online harassment and cyberbullying.

The Intersection of Human Rights and Digital Rights

The intersection of human rights and digital rights is complex and multifaceted. Human rights are essential for promoting and protecting human dignity in the online sphere, and digital rights are essential for ensuring that individuals can exercise their human rights in a safe and secure environment. The intersection of human rights and digital rights raises new challenges and concerns, including the need to balance the right to freedom of expression with the need to protect individuals from online harassment and cyberbullying.

Challenges and Concerns

The intersection of human rights and digital rights raises several challenges and concerns, including the need to balance competing human rights and the need to protect individuals from online risks and harms. Other challenges and concerns include the need to promote digital literacy and online safety, and the need to ensure that digital technologies are accessible and inclusive.

Opportunities and Solutions

The intersection of human rights and digital rights also presents several opportunities and solutions, including the use of digital technologies to promote and protect human rights. Digital technologies can be used to promote human rights education and awareness, and to provide individuals with access to information and resources. Other opportunities and solutions include the development of digital tools and platforms that promote online safety and inclusivity.

Conclusion

In conclusion, the intersection of human rights and digital rights is complex and multifaceted. Human rights are essential for promoting and protecting human dignity in the online sphere, and digital rights are essential for ensuring that individuals can exercise their human rights in a safe and secure environment. By understanding the intersection of human rights and digital rights, we can promote and protect human dignity in the online sphere, and ensure that individuals can exercise their human rights in a safe and secure environment.

Frequently Asked Questions (FAQs)

What are human rights?

Human rights are fundamental rights and freedoms that belong to every human being, regardless of their nationality, ethnicity, gender, or socioeconomic status. These rights are universal, inalienable, and interdependent, and are enshrined in international law through various treaties and conventions.

What are digital rights?

Digital rights refer to the human rights that are relevant to the online sphere, including the right to freedom of expression, access to information, and privacy. Digital rights are essential for promoting and protecting human dignity in the online sphere, and for ensuring that individuals can exercise their human rights in a safe and secure environment.

Why are digital rights important?

Digital rights are essential for promoting and protecting human dignity in the online sphere. The internet and other digital technologies have transformed the way we live, interact, and access information, and have created new opportunities for individuals to exercise their human rights. However, the online sphere also poses new risks and challenges, including online harassment, cyberbullying, and surveillance.

How can we promote and protect digital rights?

We can promote and protect digital rights by promoting digital literacy and online safety, and by ensuring that digital technologies are accessible and inclusive. We can also promote and protect digital rights by developing digital tools and platforms that promote online safety and inclusivity, and by advocating for policies and laws that protect digital rights.

What is the relationship between human rights and digital rights?

The relationship between human rights and digital rights is complex and multifaceted. Human rights are essential for promoting and protecting human dignity in the online sphere, and digital rights are essential for ensuring that individuals can exercise their human rights in a safe and secure environment. The intersection of human rights and digital rights raises new challenges and concerns, including the need to balance competing human rights and the need to protect individuals from online risks and harms.

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Innovation and Technology

Digital Life Coach

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Digital Life Coach

Introduction to Generative AI

It’s been just over two years since the launch of ChatGPT kickstarted the generative AI revolution. In that short time, we’ve seen it evolve to become a powerful and truly useful business tool. But the ways it’s being used might come as a surprise. When we first saw it, many of us probably assumed that it would mainly be used to carry out creative and technical tasks on our behalf, such as coding and writing content.

Unexpected Uses of Generative AI

However, a recent survey reported in Harvard Business Review suggests this isn’t the case. Rather than doing our work for us, the majority of users are looking to it for support, organization, and even friendship! Topping the list of use cases, according to the report, is therapy and companionship. This suggests that its 24/7 availability and ability to offer anonymous, honest advice and feedback is highly valued. On the other hand, marketing tasks—such as blog writing, creating social media posts or advertising copy—appear far lower down the list of popular uses.

Insights And Implications

One thing that’s clear is that although generative AI is quite capable of doing work for us while we put our feet up and relax, many prefer to use it for generating ideas and brainstorming. This could simply come down to the quality of AI-generated material or even inbuilt bias in humans that deter us from wanting to consume robotic content. It’s often noted that generative AI writing style can come across as very bland and formulaic. When asked, most people still say they would rather read content created by humans. Even if, in practice, we can’t always tell the difference.

As the report’s author, Marc Zao-Sanders states, “the top 10 genAI use cases in 2025 indicate a shift from technical to emotional applications, and in particular, growth in areas such as therapy, personal productivity and personal development.” After therapy and companionship, the most common uses for generative AI were "organizing my life," "finding purpose," and "enhancing learning." The first technical use case, “creating code” ranked fifth on the list, followed by “generating ideas”. This upends some seemingly common-sense assumptions about how society would adopt generative AI, suggesting it will be used in more reflective, introspective ways than was at first predicted.

Therapeutic Uses and Education

In particular, therapeutic uses topping the list may seem surprising. But when we consider that worldwide, there is a shortage of professionals trained to talk us through mental health challenges, it makes more sense. The survey’s findings are supported by the wide range of emerging genAI applications designed for therapeutic use, such as Wysa, Youper and Woebot. A growing need to continuously learn and upskill in the face of technological advancement could also explain the popularity of using AI to enhance our education and professional development.

Future Thoughts

The current trajectory of AI use suggests a future where AI is seen as a collaborative and supportive assistant, rather than a replacement for human qualities and abilities. This has important implications for the way it will be used in business. Adopting it for use cases that support human workers, rather than attempting to replace them, is likely to lead to happier, less stressed and ultimately more productive employees. There is already growing evidence that businesses see investing in AI-based mental health companions and chatbots as a way of mitigating the loss of productivity caused by stress and anxiety.

Conclusion

Overall, these insights indicate that generative AI is being adopted into a broader range of facets of everyday life, rather than simply doing work that we don’t want to do ourselves. As generative AI continues to evolve, we can expect it to become better at these types of tasks. Personalized wellness support, guided learning and education opportunities organizing workflows and brainstorming ideas are all areas where it can provide a huge amount of value to many organizations while removing anxiety that it is here to replace us or make us redundant. Understanding how AI is being used today is essential if we want to influence how it evolves in the future. While it’s easy to imagine a world where robots take over all our tasks, the real opportunity lies in using AI to help us work more intelligently, collaborate more effectively, and support healthier, more balanced ways of working.

FAQs

Q: What is the primary use of generative AI according to recent research?
A: The primary use of generative AI is for therapy, companionship, and life organization, rather than technical tasks like coding or content creation.
Q: Why are people using generative AI for therapeutic purposes?
A: People are using generative AI for therapeutic purposes because of its 24/7 availability and ability to offer anonymous, honest advice and feedback, as well as a shortage of professionals trained to talk us through mental health challenges.
Q: What are the implications of using generative AI in business?
A: The implications of using generative AI in business are that it can lead to happier, less stressed, and ultimately more productive employees, and that it can provide a huge amount of value to many organizations while removing anxiety that it is here to replace us or make us redundant.
Q: What is the future of generative AI?
A: The future of generative AI suggests a future where AI is seen as a collaborative and supportive assistant, rather than a replacement for human qualities and abilities, and where it will be used to help us work more intelligently, collaborate more effectively, and support healthier, more balanced ways of working.

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