Innovation and Technology
Are NVMe HDDs Finally Here?

Introduction to NVMe HDDs
Seagate Technology demonstrated NVMe prototype hard disk drives in conjunction with Nvidia at the 2025 Nvidia GTC. While NVMe HDDs may not dominate the market immediately, there are reasons to believe their time is coming soon. This article will explore the history of NVMe HDDs, the 2025 demonstration, and why NVMe makes sense as an HDD storage interface that will enable future HDD innovation.
History of NVMe HDDs
Seagate, WDC, Microsoft, Dell, and HP discussed NVMe HDD and even tape drives at an Open Compute Project Summit back in 2020. In late 2021, a Seagate NVMe HDD demonstration at the 2021 OCP Summit included a customized HDD enclosure with twelve 3.5-inch HDDs using a proprietary controller supporting SAS, SATA, and NVMe natively without the need for a bridge.
Benefits of NVMe HDDs
Moving to a common interface for all storage could reduce storage system complexity, enable dynamic composable storage for data centers, improve overall HDD performance, reduce overall storage system costs, and could be an important element in reducing HDD power consumption.
The 2025 GTC Demonstration
The Seagate demonstration at the 2025 GTC combined four 4TB NVMe SSDs for cache with eight 32TB HDDs for data, supplying 256TB total storage with 3GB/s data rates. This provided a performance equivalent to four 64TB SSDs at 1/6th the cost. It combined Nvidia’s BlueField DPU and Nvidia AIStore software to show how a single storage interface using NVMe can address the requirements of AI environments at lower cost than all SSD systems.
Technical Details
The image from a Seagate presentation shows a high-capacity enterprise HDD with an SSD cache, both functioning over a PCIe bus to the DPU, and a special NIC supporting remote direct memory access using NVMe-oF and AIStorage object storage with optional GPUDirect capability for the HDD data. Replacing traditional SAS or SATA HDD interfaces with native NVMe eliminates the need for additional hardware and overhead from host bus adapters, protocol bridges, and SAS infrastructure.
Future of NVMe HDDs
In a conversation after the 2025 GTC with Tom Prohofsky and Mohamad El-Batal from Seagate Technology, they mentioned that the 2025 GTC NVMe HDD demonstration was with HAMR-based Mozaic HDDs with 7nm silicon. Going to a full NVMe HDD future would lead to HDD access without a PCIe switch, further removing storage system overhead and complexity. Being able to create hardware automation with dedicated silicon used for data movement can use less power and improve communication efficiency using NVMe HDDs.
Adoption of NVMe HDDs
So, are NVMe native HDDs going to go into production soon? There are reasons why this might happen. First, HDDs are being made with higher capacity, up to 36TB today, but with more than 50TB per HDD in the next couple of years. Higher capacity is likely to drive the need for dual actuators in these big drives to improve performance, by about 2 times, to enable lower HDD rebuild times, among other advantages. Faster HDD performance could be better used in an NVMe architecture that is built around higher performance storage.
Conclusion
In conclusion, NVMe HDDs are likely to show up in some initial storage systems by the end of 2026, likely in conjunction with the introduction of dual actuator HDDs, and NVMe HDDs will dominate in enterprise and data center HDD storage by 2028. The benefits of NVMe HDDs, including reduced storage system complexity, improved performance, and lower power consumption, make them an attractive option for the future of HDD storage.
FAQs
- Q: What is NVMe HDD?
A: NVMe HDD is a hard disk drive that uses the NVMe interface, which is a protocol designed for high-performance storage devices. - Q: What are the benefits of NVMe HDDs?
A: The benefits of NVMe HDDs include reduced storage system complexity, improved performance, lower power consumption, and lower costs. - Q: When can we expect NVMe HDDs to be available in the market?
A: NVMe HDDs are likely to show up in some initial storage systems by the end of 2026, and they will dominate in enterprise and data center HDD storage by 2028. - Q: What is the current capacity of HDDs, and how will it change in the future?
A: The current capacity of HDDs is up to 36TB, but it is expected to increase to more than 50TB per HDD in the next couple of years. - Q: How will NVMe HDDs improve performance?
A: NVMe HDDs will improve performance by using a faster interface and by enabling the use of dual actuators, which can improve performance by about 2 times.
Innovation and Technology
5 Rules Innovative Minds Follow

Introduction to High-Agency Thinking
In today’s fast-paced, ultra-competitive working world, innovation and high-agency thinking go hand-in-hand. The most influential change agents are not just tech savvy, they are high agency. High-agency individuals do not wait for perfect conditions or permission to act. They create momentum. They bend systems, break molds and often rebuild better ones.
Characteristics of High-Agency Individuals
Whether they are launching companies, leading teams or rethinking industries, high-agency minds innovate faster, smarter and with more impact. They operate by a set of unwritten rules, a cognitive framework that allows them to see opportunities where others see obstacles and to execute with remarkable efficiency. They do not just react to the future; they actively shape it.
The Role of Tools in High-Agency Thinking
Tools like AI are amplifying these traits. But even the best tools are inert in the hands of passive operators. Innovation thrives not just on information but on initiative. So, what sets high-agency innovators apart? And how can others catch up?
Five Rules of High-Agency Minds
Here are five rules all innovative, high-agency minds follow:
Rule No. 1: Redefine Constraints As Catalysts
Constraints kill average ideas. For high-agency minds, they spark creativity. Consider Sara Blakely, founder of Spanx. Without any fashion background, industry connections or investor backing, she turned $5,000 into a global brand. Her lack of traditional support systems did not deter her, it focused her. She obsessively prototyped, sold door-to-door and ultimately revolutionized an entire category.
Action Step: Encourage teams to reframe obstacles as design challenges. Use constraints to spark sprints, not stalls. Introduce “zero-budget innovation challenges” to test agility and creativity in your organization.
Rule No. 2: Build Leverage Through Learning
The best high-agency minds learn obsessively. They learn not just to consume, but to create. Look at Elon Musk. Whether you love or loathe his style, Musk’s approach is textbook high-agency. He dives deep. For example, learning rocket science from textbooks and engineers to launch SpaceX, or battery tech to scale Tesla. He builds leverage by converting knowledge into action.
Action Step: Train yourself and your teams to ask better questions. Build workflows where AI is not just reactive, but proactive: scanning, summarizing and synthesizing knowledge to inform next steps.
Rule No. 3: Build Trust In Diverse Networks And Embrace Collaboration
Innovation rarely happens in a vacuum. High-agency individuals understand the power of trust and diverse perspectives and actively build networks of individuals with different skills, backgrounds and viewpoints. Importantly, they also practice integrity and accountability in all dealings. They are excellent collaborators, knowing when to lead and when to listen. They understand that collective intelligence often surpasses individual brilliance.
Action Step: Take responsibility for mistakes and view failure as a learning opportunity. Participate in industry events and conferences to connect with diverse individuals and exchange ideas.
Rule No. 4: Design For Speed, Feedback And Adaptability
Rigidity is an innovation killer. High-agency innovators have a bias toward speed, with lots of feedback and expected pivots. Take Reid Hoffman and the early days of LinkedIn. He famously said, “If you’re not embarrassed by your first product, you launched too late.” High-agency thinkers release, measure, refine and then repeat. They do not wait for certainty because they know clarity comes from motion.
Action Step: Prioritize test-and-learn cycles. Reward velocity and iteration. Build feedback loops from day one, not just from customers but from cross-functional teams and even AI simulations.
Rule No. 5: Stack Tools To Multiply Impact
High-agency innovators are not just using tools, they are stacking them creatively. Take solo creator-entrepreneurs like Alex Hormozi or Lenny Rachitsky, who have built media empires and scalable businesses by leveraging AI, content platforms and automation to 10x their presence.
Action Step: Curate internal AI stacks tailored to roles. Host “workflow hackathons” where employees share toolchains. Reward tool literacy as much as traditional upskilling.
Looking Forward
In the next two to three years, expect a surge of high-agency builders launching not just products but AI-native companies that are lean, hyper-personalized and globally scalable from day one. With multimodal AI, autonomous agents and voice interfaces maturing rapidly, the line between idea and execution will blur.
Conclusion
The future does not belong to the most resourced. It belongs to the most resourceful. If you are an individual, then get curious, start building and master the toolchains that give you leverage. If you are a leader, then clear the path for initiative, reward autonomy and build cultures that value permissionless experimentation. High-agency is not a personality trait. It is a choice and a muscle. Those who choose and exercise it will lead the charge into tomorrow.
FAQs
- What is high-agency thinking?
High-agency thinking refers to the ability to innovate, create momentum, and execute with remarkable efficiency in a fast-paced and competitive environment. - How can I develop high-agency thinking?
You can develop high-agency thinking by following the five rules outlined in the article: redefining constraints as catalysts, building leverage through learning, building trust in diverse networks and embracing collaboration, designing for speed and adaptability, and stacking tools to multiply impact. - What role do tools play in high-agency thinking?
Tools like AI can amplify high-agency thinking by providing leverage and enabling individuals to execute their ideas more efficiently. However, tools are inert in the hands of passive operators, and innovation thrives on initiative. - What are the benefits of high-agency thinking?
High-agency individuals and teams can build faster with fewer resources, navigate uncertainty with more clarity, and reshape industries from the bottom up.
Innovation and Technology
The AI Advantage: How Machines are Giving Businesses a Competitive Edge

With AI and automation for impact, businesses are revolutionizing their operations and gaining a competitive edge in the market. By leveraging machine learning algorithms and natural language processing, companies can streamline processes, enhance customer experiences, and make data-driven decisions. In this article, we’ll explore the benefits of AI adoption and how it’s transforming industries worldwide.
Understanding AI and Its Applications
Artificial intelligence refers to the development of computer systems that can perform tasks that typically require human intelligence, such as learning, problem-solving, and decision-making. AI applications are diverse, ranging from virtual assistants like Siri and Alexa to complex systems that analyze medical images and diagnose diseases. By harnessing the power of AI, businesses can automate routine tasks, predict market trends, and personalize customer interactions.
Types of AI
There are several types of AI, including narrow or weak AI, which is designed to perform a specific task, and general or strong AI, which can perform any intellectual task that a human can. Narrow AI is the most common type and is used in applications such as image recognition, speech recognition, and natural language processing. General AI, on the other hand, is still in its infancy and has the potential to revolutionize industries such as healthcare, finance, and education.
The Benefits of AI Adoption
The benefits of AI adoption are numerous, and businesses that fail to leverage this technology risk being left behind. Some of the key advantages of AI include increased efficiency, improved accuracy, and enhanced customer experiences. By automating routine tasks, businesses can free up resources and focus on high-value activities such as strategy and innovation. AI can also help companies make data-driven decisions by analyzing large datasets and identifying patterns and trends.
Improved Efficiency
AI can help businesses streamline processes and improve efficiency by automating routine tasks such as data entry, bookkeeping, and customer service. For example, chatbots can handle customer inquiries and provide 24/7 support, while machine learning algorithms can analyze data and identify areas of inefficiency. By optimizing processes and reducing waste, businesses can save time and money, and improve productivity.
Enhanced Customer Experiences
AI can also help businesses enhance customer experiences by personalizing interactions and providing tailored recommendations. For example, AI-powered chatbots can analyze customer data and provide personalized product suggestions, while machine learning algorithms can analyze customer behavior and identify areas of improvement. By providing exceptional customer experiences, businesses can build loyalty and drive revenue growth.
AI in Industry
AI is being used in a variety of industries, from healthcare and finance to retail and manufacturing. In healthcare, AI is being used to analyze medical images and diagnose diseases, while in finance, AI is being used to detect fraud and predict market trends. In retail, AI is being used to personalize customer experiences and provide tailored recommendations, while in manufacturing, AI is being used to optimize production processes and improve quality control.
Healthcare
AI is revolutionizing the healthcare industry by analyzing medical images and diagnosing diseases. For example, AI-powered algorithms can analyze X-rays and mammograms to detect cancer, while machine learning algorithms can analyze patient data and identify high-risk patients. By leveraging AI, healthcare providers can improve patient outcomes, reduce costs, and enhance the overall quality of care.
Finance
AI is also being used in finance to detect fraud and predict market trends. For example, AI-powered algorithms can analyze transaction data and identify suspicious activity, while machine learning algorithms can analyze market data and predict stock prices. By leveraging AI, financial institutions can reduce risk, improve compliance, and drive revenue growth.
Implementing AI in Your Business
Implementing AI in your business can seem daunting, but it doesn’t have to be. By starting small and focusing on high-impact areas, businesses can begin to leverage the power of AI and drive transformation. Some of the key steps to implementing AI include identifying areas of opportunity, developing a strategy, and investing in talent and technology.
Identifying Areas of Opportunity
The first step to implementing AI is to identify areas of opportunity. This involves analyzing business processes and identifying areas where AI can add value. For example, businesses may identify areas such as customer service, marketing, or supply chain management as areas where AI can improve efficiency and drive revenue growth.
Developing a Strategy
Once areas of opportunity have been identified, businesses must develop a strategy for implementing AI. This involves defining goals and objectives, identifying talent and technology needs, and establishing a budget and timeline. By developing a clear strategy, businesses can ensure that AI is aligned with business objectives and drives meaningful outcomes.
Conclusion
In conclusion, AI is giving businesses a competitive edge by improving efficiency, enhancing customer experiences, and driving revenue growth. By leveraging machine learning algorithms and natural language processing, companies can streamline processes, predict market trends, and make data-driven decisions. Whether you’re a small business or a large enterprise, AI has the potential to transform your organization and drive success.
Frequently Asked Questions
What is AI?
AI refers to the development of computer systems that can perform tasks that typically require human intelligence, such as learning, problem-solving, and decision-making.
What are the benefits of AI adoption?
The benefits of AI adoption include increased efficiency, improved accuracy, and enhanced customer experiences. By automating routine tasks, businesses can free up resources and focus on high-value activities such as strategy and innovation.
How can I implement AI in my business?
To implement AI in your business, start by identifying areas of opportunity, developing a strategy, and investing in talent and technology. Focus on high-impact areas and start small to drive meaningful outcomes.
What is the future of AI?
The future of AI is exciting and rapidly evolving. As AI continues to advance, we can expect to see even more innovative applications and use cases across industries. From healthcare and finance to retail and manufacturing, AI has the potential to transform the way we live and work.
Is AI a threat to jobs?
While AI has the potential to automate routine tasks, it also has the potential to create new job opportunities. By upskilling and reskilling, workers can prepare for an AI-driven future and thrive in a rapidly changing job market.
Innovation and Technology
The Future of Manufacturing: How 3D Printing and Automation are Changing the Game

With the rise of future of work innovations, the manufacturing industry is on the cusp of a revolution. The convergence of 3D printing and automation is transforming the way goods are produced, enabling faster, more efficient, and more cost-effective manufacturing processes. In this article, we’ll explore the impact of these technologies on the future of manufacturing.
What is 3D Printing?
3D printing, also known as additive manufacturing, is a process that creates physical objects from digital designs by layering materials such as plastics, metals, and ceramics. This technology has been around for decades, but recent advancements have made it more accessible and affordable for businesses and individuals.
Benefits of 3D Printing
The benefits of 3D printing are numerous, including increased speed, reduced waste, and improved product quality. With 3D printing, manufacturers can produce complex geometries and structures that cannot be produced using traditional manufacturing methods. Additionally, 3D printing enables rapid prototyping, allowing businesses to test and refine their products quickly and efficiently.
Applications of 3D Printing
3D printing has a wide range of applications across various industries, including aerospace, automotive, healthcare, and consumer products. In the aerospace industry, 3D printing is used to produce lightweight aircraft components, while in the healthcare industry, it is used to create custom implants and prosthetics.
What is Automation?
Automation refers to the use of technology to automate manufacturing processes, reducing the need for human labor. This can include the use of robots, machine learning algorithms, and other technologies to streamline production and improve efficiency.
Benefits of Automation
The benefits of automation are significant, including increased productivity, improved product quality, and reduced labor costs. Automation also enables manufacturers to produce goods 24/7, without the need for breaks or downtime. Additionally, automation can improve workplace safety by reducing the risk of accidents and injuries.
Applications of Automation
Automation has a wide range of applications across various industries, including manufacturing, logistics, and supply chain management. In the manufacturing industry, automation is used to assemble and inspect products, while in the logistics industry, it is used to manage inventory and optimize shipping routes.
The Convergence of 3D Printing and Automation
The convergence of 3D printing and automation is revolutionizing the manufacturing industry. By combining these technologies, manufacturers can produce goods faster, more efficiently, and at a lower cost.
Hybrid Manufacturing
Hybrid manufacturing refers to the use of both 3D printing and traditional manufacturing methods to produce goods. This approach enables manufacturers to leverage the benefits of both technologies, producing complex geometries and structures using 3D printing, while using traditional methods for high-volume production.
Smart Factories
Smart factories refer to manufacturing facilities that use automation and other technologies to optimize production and improve efficiency. These factories use data analytics and machine learning algorithms to predict and prevent equipment failures, reduce energy consumption, and improve product quality.
Impact on the Workforce
The convergence of 3D printing and automation is likely to have a significant impact on the workforce. While these technologies will create new job opportunities in fields such as engineering and programming, they will also displace certain jobs, particularly those that involve repetitive or routine tasks.
Upskilling and Reskilling
To prepare for the changing job market, workers will need to acquire new skills, particularly in areas such as programming, data analysis, and engineering. Governments and educational institutions will need to invest in upskilling and reskilling programs to ensure that workers have the skills they need to succeed in the new economy.
Job Creation
While automation and 3D printing may displace certain jobs, they will also create new job opportunities in fields such as maintenance, repair, and programming. Additionally, the growth of the 3D printing and automation industries will create new job opportunities in areas such as sales, marketing, and consulting.
Conclusion
In conclusion, the future of manufacturing is being shaped by the convergence of 3D printing and automation. These technologies are transforming the way goods are produced, enabling faster, more efficient, and more cost-effective manufacturing processes. While there will be challenges ahead, particularly in terms of workforce displacement, the benefits of these technologies are significant, and they will play a critical role in shaping the future of manufacturing.
Frequently Asked Questions
Q: What is 3D printing?
A: 3D printing, also known as additive manufacturing, is a process that creates physical objects from digital designs by layering materials such as plastics, metals, and ceramics.
Q: What is automation?
A: Automation refers to the use of technology to automate manufacturing processes, reducing the need for human labor.
Q: How will 3D printing and automation affect the workforce?
A: The convergence of 3D printing and automation will create new job opportunities in fields such as engineering and programming, but will also displace certain jobs, particularly those that involve repetitive or routine tasks.
Q: What skills will workers need to succeed in the new economy?
A: Workers will need to acquire new skills, particularly in areas such as programming, data analysis, and engineering, to succeed in the new economy.
Q: How can governments and educational institutions prepare workers for the changing job market?
A: Governments and educational institutions can invest in upskilling and reskilling programs to ensure that workers have the skills they need to succeed in the new economy.
Q: What are the benefits of 3D printing and automation?
A: The benefits of 3D printing and automation include increased speed, reduced waste, and improved product quality, as well as increased productivity, improved product quality, and reduced labor costs.
Q: What are the applications of 3D printing and automation?
A: 3D printing and automation have a wide range of applications across various industries, including aerospace, automotive, healthcare, and consumer products, as well as manufacturing, logistics, and supply chain management.
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