Log in
Skip to content
Main Navigation
Blogs
Products
All Products
Additive Manufacturing Software
Aprisa
Calibre IC Design & Manufacturing
Capital
Catchbook
Custom IC
Digital Logistics
EDA Consulting Services
Electronic Systems Design
Fibersim
Hardware Assisted Verification
HLS Design & Verification Blog
Insights Hub
JT
Mendix
NX Design
NX Industrial Electrical Design
NX Manufacturing
Opcenter
Pave360
PLM Components
Polarion
Questa
Semiconductor Packaging
Service Lifecycle Management
Simcenter
Solid Edge
Teamcenter
Teamcenter Manufacturing
Tecnomatix
Tessent Solutions
Valor
Industries
All Industries
Aerospace & Defense
Automotive & Transportation
Consumer Products & Retail
Electronics & Semiconductors
Energy & Utilities
Heavy Equipment
Industrial Machinery
Marine
Medical Devices & Pharmaceuticals
Podcasts
All Podcasts
3D IC
Additive Manufacturing Podcast
AI Spectrum
Bugged Out
Cloud Talk Today
Digital Powers Flexible: Consumer Products Podcast
Digital Transformation Podcast
Empowering Engineering Educators
Energy Transformation Podcast
Engineer Innovation Podcast
Engineering the Future Workforce
Model Based Matters
Next Generation Design Podcast
On the Move: A Siemens Automotive Podcast
Pioneers: Startups from Dreams to Reality
Printed Circuit Podcast
Security by Design
Talking Aerospace Today Podcast
The Battery Podcast
The Digital Dig - A Siemens Heavy Equipment Podcast
The Industry Forward Podcast with Dale Tutt
The Marine Industry Podcast Series
The Voice of Smart Digital Manufacturing Podcast
Where Today Meets Tomorrow Podcast
German only Podcasts
Machinenbau Talk
Thought Leadership
All Thought Leadership
Digital Transformation
Embedded Software
Expert Insights
Simulating the Real World
The Art of the Possible
Thought Leadership
Verification Horizons
Corporate
All Corporate
Academic and Future Workforce
AWS Partnership
Corporate Blog
Cre8Ventures (Siemens EDA)
EDA Support Blogs
Employee Spotlight
Partners
Realize LIVE
Siemens Xcelerator Academy
Siemens Xcelerator Software for Industry
Small & Medium Business
Xcelerator for Startups Videos
Community
Home
All Thought Leadership
Spencer Acain
Developing an AI enhanced chip design process
February 12, 2026
If the only constant is change, then AI represents the next big change for many tools and industries. High-level synthesis,...
By Spencer Acain
< 1
MIN READ
AI accelerates efficient chip design
February 6, 2026
AI is finding a place in all sorts of new products and industries but as adoption continues to accelerate, key...
By Spencer Acain
< 1
MIN READ
Understanding AI-assisted Chip Design Podcast – Transcript
January 30, 2026
Chip design is one of the most complex and challenging tasks in the world, requiring specialized tools and knowledge far...
By Spencer Acain
< 1
MIN READ
Understanding AI-assisted Chip Design
January 23, 2026
Chip design is one of the most complex and challenging tasks in the world, requiring specialized tools and knowledge far...
By Spencer Acain
< 1
MIN READ
Building a framework for AI assisted engineering
January 16, 2026
Artificial intelligence is here to stay, with agentic AI being the latest addition to the roster of AI technologies that...
By Spencer Acain
< 1
MIN READ
Driving the adoption of generative AI in industry Podcast – Transcript
January 9, 2026
New technology can offer a lot of promise for improving on long-standing techniques or developing innovative approaches to different challenges...
By Spencer Acain
< 1
MIN READ
Driving the adoption of generative AI in industry
January 2, 2026
New technology can offer a lot of promise for improving on long-standing techniques or developing innovative approaches to different challenges...
By Spencer Acain
< 1
MIN READ
Realizing the role of agentic AI
December 26, 2025
The concepts of artificial intelligence and automation go hand in hand, with AI oft envisioned as an autonomous assistant able...
By Spencer Acain
< 1
MIN READ
What agentic AI means for the design process Podcast – Transcript
December 19, 2025
As it continues to develop, artificial intelligence is starting to be applied across many different sectors of industry with equally...
By Spencer Acain
< 1
MIN READ
What agentic AI means for the design process
December 12, 2025
As it continues to develop, artificial intelligence is starting to be applied across many different sectors of industry with equally...
By Spencer Acain
< 1
MIN READ
The building blocks of AI in industry
December 5, 2025
The role of artificial intelligence in industry is currently in its most preliminary stages with simple applications leveraging the most...
By Spencer Acain
< 1
MIN READ
Building an AI foundation for a smarter digital enterprise Podcast – Transcript
November 26, 2025
Bringing AI into industry isn’t something that can happen all at once, rather, something that will happen gradually by applying...
By Spencer Acain
< 1
MIN READ
Building an AI foundation for a smarter digital enterprise
November 21, 2025
Bringing AI into industry isn’t something that can happen all at once, rather, something that will happen gradually by applying...
By Spencer Acain
< 1
MIN READ
Understanding data with AI
November 14, 2025
All kinds of patterns can be found in data, some of which are obvious to humans while others can only...
By Spencer Acain
< 1
MIN READ
Understanding information with AI Podcast – Transcript
November 7, 2025
Interpreting different types of information is a task humans are inherently good at with just a little guidance and, from...
By Spencer Acain
< 1
MIN READ
Understanding information with AI
October 31, 2025
Interpreting different types of information is a task humans are inherently good at with just a little guidance and, from...
By Spencer Acain
< 1
MIN READ
The need for foundation models in industry
October 24, 2025
Building an AI solution isn’t a simple task, especially when dealing with complex tasks and varied data types, as is...
By Spencer Acain
< 1
MIN READ
Building a time-series foundation model – Transcript
October 17, 2025
Artificial intelligence is rapidly becoming a core technology for both consumers and businesses but bringing AI into the design process...
By Spencer Acain
< 1
MIN READ
Building a time-series foundation model
October 10, 2025
Artificial intelligence is rapidly becoming a core technology for both consumers and businesses but bringing AI into the design process...
By Spencer Acain
< 1
MIN READ
Understanding the importance of cybersecurity for industrial AI
October 3, 2025
Cybersecurity is a constant game of cat and mouse, as attackers discover new exploits and more advanced methods of compromising...
By Spencer Acain
< 1
MIN READ
Enhancing cybersecurity with AI
September 26, 2025
In a world increasingly dominated by connected machines and technology, cybersecurity is key area that can’t be ignored yet, managing...
By Spencer Acain
< 1
MIN READ
How AI realizes the future of technology
September 19, 2025
Today’s fantasy is often the basis for tomorrow’s reality with the technologies and ideas postulated in fiction serving as inspiration...
By Spencer Acain
< 1
MIN READ
Understanding the intersection of AI and simulation – Part 3 Transcript
September 12, 2025
In the final episode of this special miniseries, host Spencer Acain is joined by Todd Tuthill, Vice President for Aerospace...
By Spencer Acain
< 1
MIN READ
Understanding the intersection of AI and simulation – Part 3
September 3, 2025
Over time what was once thought impossible slowly becomes possible. For all its flaws, the artificial intelligence of today would...
By Spencer Acain
< 1
MIN READ
Building the foundation of LLMs in simulation
August 29, 2025
New technology is constantly being developed, refined, and finding a place in the real world. Generative AI is the latest...
By Spencer Acain
< 1
MIN READ
Understanding the intersection of AI and simulation – Part 2 Transcript
August 22, 2025
Generative AI is proving to be a powerful force multiplier across many industries, allowing a single user to do more...
By Spencer Acain
< 1
MIN READ
Understanding the intersection of AI and simulation – Part 2
August 15, 2025
Generative AI is proving to be a powerful force multiplier across many industries, allowing a single user to do more...
By Spencer Acain
< 1
MIN READ
The intersection of AI, simulation, and design
August 6, 2025
Simulation stands as a pillar of the design process, allowing engineers to understand how a part will behave without ever...
By Spencer Acain
< 1
MIN READ
Understanding the intersection of AI and simulation – Part 1 Transcript
August 1, 2025
In this special miniseries, host Spencer Acain is joined by Todd Tuthill, Vice President for Aerospace and Defense and Marine...
By Spencer Acain
< 1
MIN READ
Understanding the intersection of AI and simulation – Part 1
July 25, 2025
Simulation has been a cornerstone of the design process for many years but despite how advanced modern simulation tools have...
By Spencer Acain
< 1
MIN READ
Understanding Agentic AI
July 18, 2025
Generative AI has taken the world by storm over the last several years, changing the way people do everything from...
By Spencer Acain
< 1
MIN READ
How Siemens and Nvidia bring AI to industry
July 11, 2025
Bringing AI into industry isn’t something that any single company can tackle alone, with different companies bringing different expertise to...
By Spencer Acain
< 1
MIN READ
The journey of AI in manufacturing
July 2, 2025
Artificial intelligence is improving by leaps and bounds, with new breakthroughs seemingly happening overnight, the technology is the very definition...
By Spencer Acain
< 1
MIN READ
A bright future of AI in Operational Technology Podcast – Transcript
June 27, 2025
Merging AI with operational technology (OT) is no simple task, between concerns about robustness and reliability as well as data...
By Spencer Acain
< 1
MIN READ
A bright future of AI in Operational Technology
June 20, 2025
Merging AI with operational technology (OT) is no simple task, between concerns about robustness and reliability as well as data...
By Spencer Acain
< 1
MIN READ
Achieving manufacturing simplicity through AI
June 13, 2025
In the complex world of manufacturing and production, achieving simplicity in any process is often easier said than done. This...
By Spencer Acain
< 1
MIN READ
The importance of AI and data in the manufacturing process podcast – Transcript
June 6, 2025
Artificial intelligence and data go hand in hand, whether that’s as data used to train AI models or as AI...
By Spencer Acain
< 1
MIN READ
The importance of AI and data in the manufacturing process
May 30, 2025
Artificial intelligence and data go hand in hand together, whether that’s as data used to train AI models or as...
By Spencer Acain
< 1
MIN READ
How AI connects manufacturing data
May 21, 2025
Data driven manufacturing represents the future of the manufacturing industry, allowing companies to connect intelligent insights with shop floor data...
By Spencer Acain
< 1
MIN READ
AI breaks down the silos of industrial data Podcast – Transcript
May 16, 2025
In a recent podcast, host Spencer Acain is joined by Ralf Wagner, Senior Vice President of data-driven manufacturing at Siemens,...
By Spencer Acain
< 1
MIN READ
AI breaks down the silos of industrial data
May 9, 2025
AI will drive the future of data-driven manufacturing with tools like Siemens Insights Hub already adopting AI in key areas...
By Spencer Acain
< 1
MIN READ
The data driven future of manufacturing
May 1, 2025
As product designs grow ever-more complex and interconnected, increasingly data will become the currency of manufacturing innovation, unlocking insights and...
By Spencer Acain
< 1
MIN READ
AI enables the future of data driven manufacturing Podcast – Transcript
April 24, 2025
In a recent podcast episode, host Spencer Acain is joined by Ralf Wagner, Senior Vice President of data driven manufacturing...
By Spencer Acain
< 1
MIN READ
AI enables the future of data driven manufacturing
April 16, 2025
Data is playing an increasingly important role in the manufacturing process but leveraging it to its fullest potential and intelligently...
By Spencer Acain
< 1
MIN READ
Building smarter systems with agentic AI
April 11, 2025
Artificial intelligence is finding a place across tools and process at every stage of the design and manufacturing process but,...
By Spencer Acain
< 1
MIN READ
How AI is paving a new path for design and manufacturing podcast – Transcript
April 4, 2025
Artificial intelligence is already finding a place across many different areas of the design and manufacturing process but its benefits...
By Spencer Acain
< 1
MIN READ
AI highlights from Hannover Messe 2025
April 1, 2025
Artificial intelligence is the topic at the front of everyone’s minds right now, whether that’s a chat around the water...
By Spencer Acain
< 1
MIN READ
How AI is paving a new path for design and manufacturing
March 27, 2025
Artificial intelligence is already finding a place across many different areas of the design and manufacturing process but its benefits...
By Spencer Acain
< 1
MIN READ
How AI supports smarter manufacturing
March 21, 2025
No matter what is being produced, making sure a factory is running smoothly and efficiently is of paramount importance. In...
By Spencer Acain
< 1
MIN READ
Capturing manufacturing data and processes with AI podcast – Transcript
March 13, 2025
Artificial intelligence is having a major impact on the way products are designed and manufactured. Applying AI to the manufacturing...
By Spencer Acain
< 1
MIN READ
Capturing manufacturing data and processes with AI
March 5, 2025
Artificial intelligence is having a major impact on the way products are designed and manufactured. Applying AI to the manufacturing...
By Spencer Acain
< 1
MIN READ
How AI will enable DevOps for hardware
February 27, 2025
The ability to rapidly change and adapt is one of the hallmarks of the software industry, allowing it, through strong...
By Spencer Acain
< 1
MIN READ
How AI brings DevOps to product design – Transcript
February 20, 2025
In a recent podcast episode, host Spencer Acain is joined by guests Boris Scharinger, Senior Innovation Manager and Technology Strategist...
By Spencer Acain
< 1
MIN READ
How AI brings DevOps to product design
February 13, 2025
Advanced software methods, like simulation and the digital twin, are at the core of modern product design, enabling new designs...
By Spencer Acain
< 1
MIN READ
Accelerating Early Product Design with AI
February 5, 2025
Designing new products to meet increasing demands for innovation as well as other key concerns such as sustainability is a...
By Spencer Acain
< 1
MIN READ
How AI accelerates early product design – Transcript
January 30, 2025
In this episode of AI Spectrum, guests Boris Scharinger, Senior Innovation Manager and Technology Strategist for Siemens Digital Industries, and...
By Spencer Acain
< 1
MIN READ
How AI accelerates early product design
January 22, 2025
With the continuing digitalization of industry, the product design and manufacturing process is becoming more connected from end to end....
By Spencer Acain
< 1
MIN READ
How AI is streamlining PLM systems
January 15, 2025
In the continuing process of digitalization undertaken across all industries, process lifecycle management or PLM systems are a key cornerstone...
By Spencer Acain
< 1
MIN READ
How AI is augmenting the PLM process – Transcript
January 9, 2025
In a recent podcast, Charles Aldave, Product Marketing Manager for Teamcenter, explored some of the applications of AI in PLM...
By Spencer Acain
< 1
MIN READ
How AI is augmenting the PLM process
January 2, 2025
PLM systems are at the heart of modern, digitally integrated manufacturing and design companies, helping to support the digitalization of...
By Spencer Acain
< 1
MIN READ
The key role of AI in semiconductor testing
December 23, 2024
Design for Test (DFT) is a key concept in the realm of semiconductor design, helping make sure that finished products...
By Spencer Acain
< 1
MIN READ
How AI is optimizing the IC test process Transcript – Part 2
December 18, 2024
In a recent podcast, Ron Press, Senior Director of Technology Enablement discussed the ways AI is being applied to the...
By Spencer Acain
< 1
MIN READ
How AI is optimizing the IC test process – Part 2
December 13, 2024
Microchips are getting smaller, denser and more complex with each passing year not only incurring increased costs, but greater manufacturing...
By Spencer Acain
< 1
MIN READ
How AI is accelerating semiconductor testing
December 5, 2024
Microchips are some of the most complex devices on the planet and the design process that generates them is no...
By Spencer Acain
< 1
MIN READ
How AI is optimizing the IC test process Transcript – Part 1
November 27, 2024
In a recent podcast, Ron Press, Senior Director of Technology Enablement at Siemens Digital Industries discussed the ways AI is...
By Spencer Acain
< 1
MIN READ
How AI is optimizing the IC test process – Part 1
November 22, 2024
Microchips are an integral part of modern society, controlling devices big and small, simple and complex. Designing these chips isn’t...
By Spencer Acain
< 1
MIN READ
Looking to the future of AI across industry
November 15, 2024
Generative AI has many potential applications across countless industries with the Industrial Copilot being one such application already starting to...
By Spencer Acain
< 1
MIN READ
Going beyond automation with the Industrial Copilot Transcript – Part 3
November 8, 2024
In a recent podcast, host Spencer Acain was joined by gusts Michi Lebacher and Alessia Bortolotti to examine the applications...
By Spencer Acain
< 1
MIN READ
Going beyond automation with the Industrial Copilot – Part 3
November 1, 2024
AI is a constantly changing field, sometimes with a staggering pace of innovation so when considering the development and deployment...
By Spencer Acain
< 1
MIN READ
Adapting AI solutions across industry
October 25, 2024
AI or digital assistant aren’t a new concept and creating one that can offer both human-like interactions and capabilities has...
By Spencer Acain
< 1
MIN READ
Going beyond automation with the Industrial Copilot – Part 2 Transcript
October 18, 2024
Integrating AI across a broad industrial ecosystem has both many challenges and benefits. In a recent podcast, guests Michi Lebacher...
By Spencer Acain
< 1
MIN READ
Going beyond automation with the Industrial Copilot – Part 2
October 10, 2024
The Industrial Copilot is already beginning to prove its value across industries but ensuring such a powerful AI tool is...
By Spencer Acain
< 1
MIN READ
The Industrial Copilot heralds the next generation of digital assistants
October 4, 2024
Designing and manufacturing products is a complex process with a wide range of knowledge and expertise required at every step...
By Spencer Acain
< 1
MIN READ
Going beyond automation with the Industrial Copilot – Part 1 Transcript
September 27, 2024
Automation is a powerful tool and AI can take it a step further. Find out how AI is going beyond...
By Spencer Acain
< 1
MIN READ
Going beyond automation with the Industrial Copilot – Part 1
September 19, 2024
Chatbots and digital assistants aren’t anything new, but their abilities and perceived intelligence were often extremely limited, giving them no...
By Spencer Acain
< 1
MIN READ
Riches to RAGs: Understanding Retrieval Augmented Generation
September 5, 2024
Generative AI is a hot topic across every industry right now but, as the initial hype begins to fade, the...
By Spencer Acain
< 1
MIN READ
Deploying AI to the real world: How Siemens Erlangen factory is leading the AI charge
August 28, 2024
Artificial intelligence is at the forefront of the industrial world, with nearly every company either interested in or actively deploying...
By Spencer Acain
< 1
MIN READ
Democratizing industrial AI with Mendix
August 22, 2024
Building a robust, industrial grade artificial intelligence solution isn’t a simple task by any means, requiring the intersection of domain...
By Spencer Acain
< 1
MIN READ
Enabling low-code development with AI Transcript – Part 3
August 15, 2024
Bringing AI to everyone is no easy task but in a recent podcast, Subba Rao, Director of Manufacturing Industries Cloud...
By Spencer Acain
< 1
MIN READ
Enabling low-code development with AI – Part 3
August 8, 2024
Implementing AI into a complex and often mission-critical application is rarely an easy task even though it is often highly...
By Spencer Acain
< 1
MIN READ
How AI allows knowledge to be explored in a new way
August 1, 2024
Understanding, leveraging, and applying knowledge across an entire company is key element to the continued digital transformation of industry. This...
By Spencer Acain
< 1
MIN READ
Enabling low-code development with AI Transcript – Part 2
July 25, 2024
Recently, Subba Rao, Director of Manufacturing Industries Cloud for Mendix, talked about the applications of AI in industry and, specifically...
By Spencer Acain
< 1
MIN READ
Enabling low-code development with AI – Part 2
July 18, 2024
Going forward, AI will be an important part of many industrial processes, from data analytics to development to manufacturing, there...
By Spencer Acain
< 1
MIN READ
How AI is streamlining industrial application development
July 11, 2024
As industry continues to grow smarter and more connected, the need for new and more complex applications to support this...
By Spencer Acain
< 1
MIN READ
Enabling low-code development with AI Transcript – Part 1
July 3, 2024
In a recent podcast Subba Rao, Director of Manufacturing Industries Cloud for Mendix, spoke about the applications of AI in...
By Spencer Acain
< 1
MIN READ
Enabling low-code development with AI – Part 1
June 27, 2024
When it comes to developing industrial software and workflows it’s not just expert domain knowledge that is a limiting factor,...
By Spencer Acain
< 1
MIN READ
Siemens AI at Design Automation Conference 2024
June 19, 2024
The Design Automation Conference, or DAC as it’s more commonly known, is one of the largest, oldest, and most preeminent...
By Spencer Acain
< 1
MIN READ
Automating industrial AI model deployment
June 14, 2024
Data is transforming the manufacturing industry with applications ranging from real-time performance monitoring of machines and equipment to optimized planning...
By Spencer Acain
< 1
MIN READ
AI takes center stage at Computex 2024
June 6, 2024
Computex is an exciting venue for tech companies to showcase their latest and greatest and this year, generative AI is...
By Spencer Acain
< 1
MIN READ
How generative AI revolutionized chatbots
May 31, 2024
The chatbot has been a mainstay of the internet for many years, offering some degree of human-like interaction on countless...
By Spencer Acain
< 1
MIN READ
How AI is augmenting design tools – Part 2
May 24, 2024
To design the next generation of smart, sustainable and cutting-edge products companies must be able to leverage their data and...
By Spencer Acain
< 1
MIN READ
How AI is augmenting design tools
May 16, 2024
AI is rapidly finding a place in every industry even those, like Aerospace and Defense (A&D) which much must be...
By Spencer Acain
< 1
MIN READ
Bringing AI to the design process
May 9, 2024
Having too many variables has long been the bane of engineers everywhere, from fresh engineering students to teams designing cutting-edge...
By Spencer Acain
< 1
MIN READ
How AI is accelerating design space exploration transcript – Part 3
May 2, 2024
In a recent podcast, Dr. Gabriel Amine-Eddine, Technical Product Manager for the HEEDS Design Exploration Team, continued a discussion on...
By Spencer Acain
< 1
MIN READ
How generative AI is reshaping cybersecurity
April 25, 2024
During a recent series of cybersecurity talks host Michael Metzler, VP of Horizontal Management Cybersecurity for Digital Industries Siemens AG...
By Spencer Acain
< 1
MIN READ
How AI is accelerating design space exploration – Part 3
April 23, 2024
When designing a product, there are countless parameters that must be considered and balanced to arrive at a final, optimal...
By Spencer Acain
< 1
MIN READ
Securing the digitalization of industry
April 18, 2024
With the ongoing digitalization of industry, cybersecurity is a more important topic than ever. Join host Michael Metzler, VP of...
By Spencer Acain
< 1
MIN READ
Understanding uncertainty with AI
April 12, 2024
Finding the optimal design for a product is no easy task, especially as technology continues to advance and products grow...
By Spencer Acain
< 1
MIN READ
How AI is accelerating design space exploration transcript – Part 2
April 3, 2024
In a recent podcast, Dr. Gabriel Amine-Eddine, Technical Product Manager for the HEEDS Design Exploration Team, continued to explore the...
By Spencer Acain
< 1
MIN READ
Preparing for NIS 2
April 1, 2024
In a recent series of talks, host Michael Metzler, VP of Horizontal Management Cybersecurity for Digital Industries Siemens AG, sat...
By Spencer Acain
< 1
MIN READ
How AI is accelerating design space exploration – Part 2
March 27, 2024
Bringing AI into the fold isn’t always easy. Sometimes, even knowing when and where it makes sense to apply it...
By Spencer Acain
< 1
MIN READ
How AI can explore a design space
March 20, 2024
When it comes to product design, no matter what the final goal, all projects must start in the same place:...
By Spencer Acain
< 1
MIN READ
How AI is accelerating design space exploration transcript – Part 1
March 13, 2024
In a recent podcast Dr. Gabriel Amine-Eddine, Technical Product Manager for the HEEDS Design Exploration Team, talked about the ways...
By Spencer Acain
< 1
MIN READ
How AI is accelerating design space exploration – Part 1
March 6, 2024
Design space exploration is a critical step in any product design lifecycle but just as it’s important, so too does...
By Spencer Acain
< 1
MIN READ
The role of AI between real and digital
February 28, 2024
As the manufacturing industry continues to move along the path of digital transformation maturity, traditional practices may not be able...
By Spencer Acain
< 1
MIN READ
High-Level Synthesis builds next-generation AI accelerators
February 26, 2024
AI is poised to integrate with technology at nearly every level of society but for many of those applications, existing...
By Spencer Acain
< 1
MIN READ
How AI is optimizing factory maintenance transcript – Part 3
February 21, 2024
In a recent podcast, I spoke with Dr. James Loach, Head of Research for Senseye Predictive Maintenance, to learn more...
By Spencer Acain
< 1
MIN READ
How AI is optimizing factory maintenance – Part 3
February 14, 2024
Predictive maintenance has long been a topic of interest in industry but implementing and scaling theoretical models into the real...
By Spencer Acain
< 1
MIN READ
The value of AI decision support
February 7, 2024
Making decisions is a key part of any business. From deciding top-level strategy to when a machine needs to be...
By Spencer Acain
< 1
MIN READ
How AI is optimizing factory maintenance transcript – Part 2
February 1, 2024
In a recent podcast, I spoke with Dr. James Loach, head of research for Senseye Predictive Maintenance, about their applications...
By Spencer Acain
< 1
MIN READ
How AI is optimizing factory maintenance – Part 2
January 25, 2024
Decision making is a key part of any business, but it can take years to build up the knowledge and...
By Spencer Acain
< 1
MIN READ
How AI is changing factory maintenance
January 19, 2024
For one reason or another, machines break down. Be it from simple wear-and-tear, uncaught manufacturing defects, or unforeseen accidents, every...
By Spencer Acain
< 1
MIN READ
CES 2024: Showcasing next-generation AI accelerators
January 17, 2024
In his keynote at CES 2024, Siemens AG President and CEO Roland Busch shared his vision for an industrial metaverse...
By Spencer Acain
< 1
MIN READ
How AI is optimizing factory maintenance transcript – Part 1
January 11, 2024
Recently, I had a conversation with Dr. James Loach, head of research for Senseye Predictive Maintenance in which we discussed...
By Spencer Acain
< 1
MIN READ
How AI is optimizing factory maintenance – Part 1
January 4, 2024
When operating a factory, one of the major goals is to minimize issues, downtime, or anything else outside the status...
By Spencer Acain
< 1
MIN READ
Industry perspectives on AI with Dale Tutt – Part 2
December 28, 2023
Continuing a conversation from a recent podcast (check out a summary of part 1 here), Dr. Justin Hodges, an AI/ML...
By Spencer Acain
< 1
MIN READ
Industry perspectives on AI with Dale Tutt – Part 1
December 21, 2023
In a recent podcast, Dr. Justin Hodges, an AI/ML Technical Specialist and product manager for Simcenter, interviewed Dale Tutt, Vice...
By Spencer Acain
< 1
MIN READ
An exciting year of artificial intelligence
December 14, 2023
It is no exaggeration to say that artificial intelligence is one of the fastest developing fields in the world and,...
By Spencer Acain
< 1
MIN READ
Applying AI in industry – Part 4
December 7, 2023
In previous parts of this series (parts 1, 2 and 3), we’ve examined the benefits of adopting AI into industry....
By Spencer Acain
< 1
MIN READ
Applying AI to industry part 3
November 30, 2023
AI development is constantly morphing, changing, and evolving with new developments emerging in a wide range of areas with breathtaking...
By Spencer Acain
< 1
MIN READ
Expert Panel: Developing an AI/ML Strategy for Simulation and Design Optimization Webinar
November 28, 2023
In today’s rapidly evolving technological landscape, it is imperative to leverage the power of Artificial Intelligence (AI) and Machine Learning...
By Spencer Acain
< 1
MIN READ
Unlocking the potential of Battery Management Systems (BMS)
November 28, 2023
In this episode, we continue our conversation on battery developments and the automotive market with our host Nick Finberg and...
By Spencer Acain
< 1
MIN READ
Applying AI to industry part 2
November 21, 2023
AI is poised to take a larger role in industry helping everywhere from the shop floor to the drafting table,...
By Spencer Acain
< 1
MIN READ
Applying AI to industry part 1
November 17, 2023
As manufacturing and production industries, such as power, automotive, aerospace, pharmaceutical, food and beverage, chemical and oil and gas, become...
By Spencer Acain
< 1
MIN READ
AI in the Digital Transformation Revolution: Industry perspective from Dale Tutt Part 2 – Transcript
November 9, 2023
In a recent podcast, Justin Hodges continued a discussion with Dale Tutt, Vice President of Industry Strategy, for Siemens Digital...
By Spencer Acain
< 1
MIN READ
AI in the Digital Transformation Revolution: Industry perspective from Dale Tutt Part 2
November 9, 2023
In this engaging two-part podcast, join the conversation between Justin Hodges and Dale Tutt, a seasoned aerospace and defense professional,...
By Spencer Acain
< 1
MIN READ
AI in the Digital Transformation Revolution: Industry perspective from Dale Tutt Part 1 – Transcript
November 2, 2023
In a recent podcast, Justin Hodges talked with Dale Tutt, Vice President of Industry Strategy, for Siemens Digital Industries Software,...
By Spencer Acain
< 1
MIN READ
AI in the Digital Transformation Revolution: Industry perspective from Dale Tutt Part 1
October 31, 2023
In this engaging two-part podcast, join the conversation between Justin Hodges and Dale Tutt, a seasoned aerospace and defense professional,...
By Spencer Acain
< 1
MIN READ
Bringing AI to edge applications
October 26, 2023
Artificial intelligence, especially with the recent explosion of large language models (LLMs), is starting to find its way into more...
By Spencer Acain
< 1
MIN READ
An algorithm by any other name
October 18, 2023
Algorithms are everywhere. From Google deciding what the top result will be for a search, to the systems that keep...
By Spencer Acain
< 1
MIN READ
IT/OT convergence: optimizing manufacturing
October 13, 2023
Data is the lifeblood of the modern world. This holds true whether it be in our personal lives or in...
By Spencer Acain
< 1
MIN READ
AI: A complement to human intelligence, not a replacement
October 5, 2023
The idea of intelligent, self-aware, machines has existed in popular culture and media for decades in everything books to video...
By Spencer Acain
< 1
MIN READ
The future of generative AI in design and manufacturing
September 28, 2023
Generative AI offers many exciting possibilities for immediate transformation. From, conversational chat bots to predictive assistants, there are countless small...
By Spencer Acain
< 1
MIN READ
Exploring Generative AI Part 3 – Transcript
September 20, 2023
In a recent podcast, available here, I continued a conversation with Dr. Justin Hodges about the ways generative AI will...
By Spencer Acain
< 1
MIN READ
Exploring Generative AI Part 3
September 15, 2023
In many fields, ranging from design to manufacturing to operation, time is often a limiting factor when it comes to...
By Spencer Acain
< 1
MIN READ
How generative AI is augmenting the engineering process
September 6, 2023
In a recent podcast I discussed some of the ways generative AI is poised to impact the engineering, design and...
By Spencer Acain
< 1
MIN READ
Exploring Generative AI Part 2 – Transcript
August 30, 2023
In a recent podcast, I continued a conversation with Dr. Justin Hodges about the ways generative AI is reshaping the...
By Spencer Acain
< 1
MIN READ
Exploring Generative AI Part 2
August 23, 2023
Generative AI is a powerful tool, offering a powerful new way to interact with information and technology, as explored in...
By Spencer Acain
< 1
MIN READ
How generative AI is reshaping design and simulation
August 16, 2023
Generative AI has become a major topic not just in the domain of public interest, but in the professional world...
By Spencer Acain
< 1
MIN READ
Exploring Generative AI Part 1 – Transcript
August 10, 2023
In a recent podcast, I talked all things Generative AI with Dr. Justin Hodges as we explored the various ways...
By Spencer Acain
< 1
MIN READ
Exploring Generative AI Part 1
August 3, 2023
Generative AI has become a global phenomenon since the public release of AI chatbots such as ChatGPT however it’s not...
By Spencer Acain
< 1
MIN READ
Understanding Engineering Intent with AI Part 3 – Transcript
July 25, 2023
In a recent conversation with Richard Barnett, CMO for Supplyframe we continued an ongoing discussion on understanding engineering intent with...
By Spencer Acain
< 1
MIN READ
Understanding Engineering Intent with AI Part 3
July 19, 2023
When it comes to AI, data is everything. Everything from training models to leveraging them after deployment relies on having...
By Spencer Acain
< 1
MIN READ
Enhancing supply chain prediction with AI
July 13, 2023
In a recent podcast, I had the opportunity to continue my conversation with Richard Barnett, Chief Marketing Officer for Supplyframe....
By Spencer Acain
< 1
MIN READ
Understanding Engineering Intent with AI Part 2 – Transcript
July 5, 2023
In a recent podcast, Richard Barnett, CMO for Supplyframe, discussed the ways AI is proving vital in understanding the global,...
By Spencer Acain
< 1
MIN READ
Understanding Engineering Intent with AI Part 2
June 28, 2023
As global supply chains become increasingly interconnected and products more complex it also becomes increasingly important to understand how perturbations...
By Spencer Acain
< 1
MIN READ
Understanding engineering intent with AI
June 21, 2023
I recently had the opportunity to sit down with Richard Barnett, Chief Marketing Officer for Supplyframe, and discuss the ways...
By Spencer Acain
< 1
MIN READ
Understanding Engineering Intent with AI Part 1 – Transcript
June 14, 2023
I recently had the opportunity to speak with Richard Barnett about the ways AI is helping sift through the massive...
By Spencer Acain
< 1
MIN READ
Understanding Engineering Intent with AI Part 1
June 8, 2023
For any marketplace, understanding buyer intent is vital. In the consumer space, many companies have invested in developing systems –...
By Spencer Acain
< 1
MIN READ
What is Generative AI?
June 1, 2023
The term Generative AI has garnered a lot of attention lately, with the likes of ChatGPT, Stable Diffusion, and DALL-E...
By Spencer Acain
< 1
MIN READ
Startup Roundup – AI with Purpose Summit 2023
May 24, 2023
The AI with Purpose Summit 2023 might have concluded for another year, but the work of continued AI development goes...
By Spencer Acain
< 1
MIN READ
AI with Purpose Summit Day 2
May 17, 2023
As the 2023 AI with Purpose Summit draws to close in beautiful Bavaria, it is time to take a look...
By Spencer Acain
< 1
MIN READ
AI with Purpose Summit 2023 Day 1
May 16, 2023
As the first day of the AI with Purpose Summit 2023 draws to a close in Munich, Germany, I’m excited...
By Spencer Acain
< 1
MIN READ
How machine learning plays a vital role in IC verification
May 10, 2023
Microchips are among the most complex devices ever created by humans, with billions upon billions of transistors crammed into a...
By Spencer Acain
< 1
MIN READ
The Role of Machine Learning in IC Verification – Transcript
May 3, 2023
In a recent podcast, I spoke to an expert from Siemens EDA about how machine learning is a vital component...
By Spencer Acain
< 1
MIN READ
How generative AI enhances the PLM process
April 28, 2023
AI in manufacturing In the increasingly fast-paced digital world of today many industries are finding that traditional methods simply...
By Spencer Acain
< 1
MIN READ
The Role of Machine Learning in IC Verification
April 19, 2023
Microchips are among the most, if not the most, complex devices ever created by humankind, packing billions of transistors into...
By Spencer Acain
< 1
MIN READ
Chasing the black swan: How AI can predict random events
April 12, 2023
When it comes to predictions, AI reigns supreme. Whether it is collating millions of data points to accurately predict global...
By Spencer Acain
< 1
MIN READ
Accelerating the AI chip design process
April 4, 2023
Artificial Intelligence (AI) is a key technology in both the hardware and software world, enabling new approaches to existing problems...
By Spencer Acain
< 1
MIN READ
Designing the next generation of AI chips Part 2 – Transcript
March 28, 2023
I recently had the opportunity to speak with Russell Klein, program director at Siemens EDA and a member of the...
By Spencer Acain
< 1
MIN READ
Designing the next generation of AI chips Part 2
March 21, 2023
As AI grows increasingly integrated with modern products, finding a way to quickly and efficiently design purpose-built AI accelerators for...
By Spencer Acain
< 1
MIN READ
Designing the next generation of power efficient AI chips part 1
March 14, 2023
Artificial intelligence is continuing to take an increasingly important role in new software and technology each year. However, even as...
By Spencer Acain
< 1
MIN READ
Designing the next generation of AI chips part 1
March 7, 2023
I recently had the opportunity to speak with Russell Klein, program director at Siemens EDA and a member of the...
By Spencer Acain
< 1
MIN READ
Designing the next generation of AI chips
February 28, 2023
Designing microchips is a daunting task which is growing increasingly challenging as new algorithms and software push the demand for...
By Spencer Acain
< 1
MIN READ
AI and the future of coding
February 21, 2023
Over the last few months, the internet has been abuzz with talk of OpenAIs ChatGPT, a chatbot based the GPT-3...
By Spencer Acain
< 1
MIN READ
Reshaping the IC validation and characterization industry with AI
February 14, 2023
Microchips are some of, if not the most, complex devices ever created by human hands. Billions upon billions of microscopic...
By Spencer Acain
< 1
MIN READ
How AI Revolutionized IC Validation and Characterization – Transcript
February 7, 2023
Integrated circuits and chips are among the most complex and expensive to manufacture devices in the world and, despite their...
By Spencer Acain
< 1
MIN READ
How AI Revolutionized IC Validation and Characterization
January 31, 2023
Artificial intelligence has been a hot topic for the last few years as it starts to disrupt the status quo...
By Spencer Acain
< 1
MIN READ
The future of simulation with AI
January 24, 2023
Recently, I continued my conversation with Dr. Justin Hodges, an AI/ML technical specialist and product manager for Simcenter. We focused...
By Spencer Acain
< 1
MIN READ
AI is expanding the boundaries of the digital world
January 17, 2023
With each passing year, artificial intelligence grows larger, smarter and more capable – extending to cover a greater number of...
By Spencer Acain
< 1
MIN READ
Simplifying Simulation with AI Technology Part 4 – Transcript
January 11, 2023
I recently had the opportunity to continue my conversation with Dr. Justin Hodges, an AI/ML Technical Specialist about the ways...
By Spencer Acain
< 1
MIN READ
AI Spectrum – Simplifying Simulation with AI Technology Part 4
January 5, 2023
Even as AI drives a new level of interconnectedness between tools, it also offers the potential to reinvent the way...
By Spencer Acain
< 1
MIN READ
Trends of AI in industry part 2: Speeding up the mundane
December 27, 2022
Every year AI grows more integrated with a wide range of industries, taking on a greater number of increasingly important...
By Spencer Acain
< 1
MIN READ
The fantasy vs. reality of AI cross pollination
December 20, 2022
Recently, I had the opportunity to continue my conversation with Dr. Justin Hodges on the ways Simcenter is implementing AI...
By Spencer Acain
< 1
MIN READ
AI Spectrum – Simplifying Simulation with AI Technology Part 3 – Transcript
December 13, 2022
I recently had the opportunity to speak again with Dr. Justin Hodges about the ways Simcenter is implementing AI to...
By Spencer Acain
< 1
MIN READ
AI Spectrum – Simplifying Simulation with AI Technology Part 3
December 8, 2022
AI is not only empowering tools to function with greater efficiency and usability, but it’s also helping spearhead the next...
By Spencer Acain
< 1
MIN READ
Trends of AI in industry part 1: Improving the user experience
December 2, 2022
As time goes on, AI continues to take a larger role in every aspect of many aspects of industry and...
By Spencer Acain
< 1
MIN READ
How AI-generated 3D models will help train the next generation of AI
November 22, 2022
Visual data, be it 2D pictures or full 3D models, are unquestionably one of the cornerstones of artificial intelligence today...
By Spencer Acain
< 1
MIN READ
How AI will help usher in the age of general-purpose robotics
November 15, 2022
Automation is, without a doubt, the wave of the future as more and more industries look for ways to perform...
By Spencer Acain
< 1
MIN READ
AI Spectrum – Examining the Benefits of AI Powered Generative Design – Transcript
November 8, 2022
In a recent podcast, I spoke with Tod Parrella, Senior Product Manger for NX Design solutions, about the impact of...
By Spencer Acain
< 1
MIN READ
AI Spectrum – Examining the Benefits of AI Powered Generative Design
November 1, 2022
As AI gets smarter, it will play an increasing role in designing new products. This change will take many forms,...
By Spencer Acain
< 1
MIN READ
AI Spectrum – Simplifying Simulation with AI Technology Part 2 – Summary
October 25, 2022
Recently I continued my conversation on artificial intelligence (AL) and machine learning (ML) with Dr. Justin Hodges, an AI/ML Technical...
By Spencer Acain
< 1
MIN READ
AI Spectrum – Simplifying Simulation with AI Technology Part 2 – Transcript
October 18, 2022
AI is changing the face of simulation, and I recently had the opportunity to continue my conversation with Dr. Justin...
By Spencer Acain
< 1
MIN READ
AI Spectrum – Simplifying Simulation with AI Technology Part 2
October 11, 2022
Virtual testing of products has significantly been improved by the use of AI. We can now use models based on...
By Spencer Acain
< 1
MIN READ
AI Spectrum – Simplifying Simulation with AI Technology Part 1 – Summery
October 5, 2022
Recently, I had the opportunity to speak with Dr. Justin Hodges, an Artificial Intelligence and Machine Learning (AI/ML) Technical Specialist...
By Spencer Acain
< 1
MIN READ
AI Spectrum – Simplifying Simulation with AI Technology Part 1 – Transcript
September 27, 2022
Recently, I had the opportunity to talk with Dr. Justin Hodges about the innovative work he and his team are...
By Spencer Acain
< 1
MIN READ
AI Spectrum – Simplifying Simulation with AI Technology Part 1
September 20, 2022
Simulation of digital models has completely transformed the product development process. However, it can be a time-consuming and expensive venture...
By Spencer Acain
< 1
MIN READ
Podcast: Understanding Siemens NX’s New Sketch Solver – Transcript
September 13, 2022
I recently had the opportunety to chat with Scott Felber and Mike Yoder from the NX Product Marketing and Management...
By Spencer Acain
< 1
MIN READ
The myth of AI accuracy
September 8, 2022
In the world of artificial intelligence, there are few watch words as important as accuracy. Whether it’s the ability to...
By Spencer Acain
< 1
MIN READ
Understanding Siemens NX’s New Sketch Solver
September 7, 2022
Companies look for every advantage over their competitors that can help them bring new products to the market faster and...
By Spencer Acain
< 1
MIN READ
Bigger isn’t always better or why data compression is the future of AI
September 1, 2022
The model of continuous growth has been the status quo for AI over the last 20 years as the technology...
By Spencer Acain
< 1
MIN READ
The benefits of AI-powered QC
August 17, 2022
In the world of mass production, quality control (QC) works tirelessly in the background to ensure products leaving a factory...
By Spencer Acain
< 1
MIN READ
Challenges of AI at the edge
August 10, 2022
Artificial intelligence is taking an ever-larger role in modern society, from controlling massive factories, to balancing complex product requirements through...
By Spencer Acain
< 1
MIN READ
How AI helps bridge the gap between the real and virtual world
August 3, 2022
In today’s world the presence of artificial intelligence in products, services and software is starting to seem more like a...
By Spencer Acain
< 1
MIN READ
Wandering robots in the factory
July 27, 2022
Smart robotics in factories are nothing new, with robotic arms handling a wide variety of tasks within modern manufacturing processes...
By Spencer Acain
< 1
MIN READ
Reduce the carbon footprint of manufacturing with artificial intelligence
July 20, 2022
Artificial intelligence has been gradually making its way into a wide variety of industries, everything from portable electronics to multi-million...
By Spencer Acain
< 1
MIN READ
AI Spectrum – Exploring Siemens NX’s Smart Human Interactions Feature Part 2 – Summary
July 14, 2022
In a recent podcast, Shirish More, product manager for Siemens NX, and I continued our conversation on how NX is...
By Spencer Acain
< 1
MIN READ
AI Spectrum – Exploring Siemens NX’s Smart Human Interactions Feature Part 2 – Transcript
July 6, 2022
In a recent podcast I got to chat with Shirish More on how NX is using AI to drive smarter...
By Spencer Acain
< 1
MIN READ
AI Spectrum – Exploring Siemens NX’s Smart Human Interactions Feature Part 2
June 29, 2022
Automation helps in accelerating repetitive but critical tasks that consume too much time. However, determining the tasks to automate requires...
By Spencer Acain
< 1
MIN READ
AI Spectrum – Exploring Siemens NX’s Smart Human Interactions Feature Part 1 – Summary
June 22, 2022
I recently had the opportunity to sit down with Shirish More, the Product Manager for Siemens NX, to discuss how...
By Spencer Acain
< 1
MIN READ
AI Spectrum – Exploring Siemens NX’s Smart Human Interactions Feature Part 1 – Transcript
June 15, 2022
I recently sat down with Shirish More to discuss how NX is adopting AI to help drive smart human-computer interactions...
By Spencer Acain
< 1
MIN READ
The (carbon) cost of a mile
June 14, 2022
The world is a big place, nearly 25,000 miles around to put a number on it. For thousands of years...
By Spencer Acain
< 1
MIN READ
AI Spectrum – Exploring Siemens NX’s Smart Human Interactions Feature Part 1
June 8, 2022
Imagine an engineering software that anticipates the commands you want to execute by studying your usage patterns. Such a feature...
By Spencer Acain
< 1
MIN READ
Neuromorphic systems and evolutionary AI
June 2, 2022
In the field of artificial intelligence, the idea of evolution is a critical one. The very concept of an AI...
By Spencer Acain
< 1
MIN READ
The Use of Synthetic Data in AI model Training
May 23, 2022
Artificial intelligence (AI) holds great promise for the factory, but the issue of training tops the list of challenges potential...
By Spencer Acain
< 1
MIN READ
The human cost of power
May 18, 2022
“The city that never sleeps.” An iconic quote that at one time or another has applied to any number of...
By Spencer Acain
< 1
MIN READ
The Use of Synthetic Data in AI model Training – Transcript
May 16, 2022
I recently sat down with Zachi Mann to discuss how synthetic data is changing AI training, both in the factory...
By Spencer Acain
< 1
MIN READ
AI at Hannover Messe 2022
May 13, 2022
Every year at Hannover Messe companies from all over the world showcase the latest innovative and ground-breaking technologies in diverse...
By Spencer Acain
< 1
MIN READ
AI Spectrum – The Use of Synthetic Data in AI model Training ep. 1
May 11, 2022
Creating an accurate AI model requires millions of images and data points to be fed into the computing system. This...
By Spencer Acain
< 1
MIN READ
SynthAI: synthetic data for all
May 5, 2022
The world of AI is one that is constantly growing and evolving. New practices, technologies, and ideas are being developed,...
By Spencer Acain
< 1
MIN READ
A circular economy for a sustainable future
May 2, 2022
Since the start of the industrial revolution, more than two centuries ago, the life of mass-produced goods our society has...
By Spencer Acain
< 1
MIN READ
Less is more: the need for smarter data in AI training
April 25, 2022
Over the last decade, the maturity of AI algorithms has increased in huge strides to the point where pretrained, off-the-shelf...
By Spencer Acain
< 1
MIN READ
From ER to factory floor: AI for a healthier future
April 19, 2022
I recently read an article about AI being deployed to hospitals and ERs to detect deadly infections and downward spirals...
By Spencer Acain
< 1
MIN READ
Trust in the model, but verify the result: Understanding the AI thought process
April 11, 2022
In a previous blog we looked at the issue of AI as a black box along with some of the...
By Spencer Acain
< 1
MIN READ
Analog chips for a digital age: How the past can bring AI into the future
April 4, 2022
There’s no doubt that the current time in history is “The Digital Age,” an age driven by the ubiquitous digital...
By Spencer Acain
< 1
MIN READ
What is in the box? AI as a black box and the rise of physics-informed AI simulation
March 29, 2022
AI has risen to prominence in a number of fields over the last decade, offering benefits that would be impossible...
By Spencer Acain
< 1
MIN READ
Efficient training of AI Vision for factory automation part 3
March 21, 2022
In part 1 of this series, we took a look at the challenges of training Artificial Intelligence (AI) and Machine...
By Spencer Acain
< 1
MIN READ
Efficient training of AI Vision for factory automation part 2
March 15, 2022
This 3-part series will examine some of the challenges of training AI for industrial robotics as well as exploring emerging...
By Spencer Acain
< 1
MIN READ
Efficient training of AI Vision for factory automation
March 7, 2022
This 3-part series will examine some of the challenges of training AI for industrial robotics as well as exploring emerging...
By Spencer Acain
< 1
MIN READ
AI and the executable digital twin
February 28, 2022
In the world of engineering, design, and manufacturing the idea of testing and validation using simulation is nothing new. Now...
By Spencer Acain
< 1
MIN READ
AI-Driven Product Design
February 22, 2022
There can be no doubt that products are getting more complicated. For example, compare smartphones today with the cellphones of...
By Spencer Acain
< 1
MIN READ
How Yorkshire uses AI to keep their waterways clean
February 14, 2022
Now this might just be my American upbringing talking but when I think of Yorkshire three things come to mind:...
By Spencer Acain
< 1
MIN READ
Intuitive design using AI in NX Sketch
February 7, 2022
In a previous blog, I took a look at the way Siemens NX implemented AI to improve user experience through...
By Spencer Acain
< 1
MIN READ
Adaptive UI in NX: Bringing AI into design
February 1, 2022
I’ve been using CAD programs in one form or another for nearly a decade now and I like to think...
By Spencer Acain
< 1
MIN READ
In-cabin AI: The push to develop smarter, autonomous cars for the future
January 24, 2022
The quest for a true autonomous vehicle, or AV, is one being pursued by companies large and small the world...
By Spencer Acain
< 1
MIN READ
