AI Spectrum

AI is not a one size fits all solution for approaching
industrial problems, rather, it’s important to tailor different models to
different applications to ensure the best results no matter the use case.
Equally so, the chips that run these AI models should not be one size fits all
either, with highly customized chips offering far better performance and
efficiency when it comes to accelerating AI in everything from a datacenter to
a smart camera.

In this episode, host Spencer Acain is joined by Russell
Klein, program director at Siemens EDA and a member of the Catapult HLS team, examines
the needs of AI hardware through highly customized chip designs and how,
through innovative applications, AI itself can increase the flexibility of the
chip design process in novel ways.

In this episode you will learn:

·        
How AI is increasing the flexibility of the chip
design process (1:26)

·        
The importance of custom chips for AI use cases
(11:57)

If the only constant is change, then AI represents the next big
change for many tools and industries. High-level synthesis, one of the key
tools in the semiconductor design process, is set to be one of the tools that
receives a big upgrade from AI. Currently, HLS processes rely heavily on manual
adjustments and hard-coded heuristics yet, with integrated intelligence, a new
approach to chip design begins to emerge.

In this episode, host Spencer Acain is joined by Russell
Klein, program director at Siemens EDA and a member of the Catapult HLS team, explores
the ways AI can bring even greater automation and intelligence to the chip
design and manufacturing process.

In this episode you will learn:

·      
How AI enhances heuristics (0:30)

·      
How AI will change the chip design process
(2:41)

Chip design is one of the most complex and challenging tasks
in the world, requiring specialized tools and knowledge far beyond what is
needed in other fields. High-level synthesis (HLS) is a key tool to help
address complexity and achieve efficient, optimized designs which are key in
both modern smart products and cutting-edge AI. HLS and AI have strong synergies
in improving ease of use, speed and efficiency.

In this episode, host Spencer Acain is joined by Russell
Klein, program director at Siemens EDA and a member of the Catapult HLS team to
examine what HLS is and how it intersects with AI. Russ explains how AI
benefits from HLS-designed chips and, in turn, how AI can help make a complex
tool like Catapult more powerful.

In this episode you will learn:

·        
What is high-level synthesis? (0:30)

·        
Improving efficiency with AI and HLS (2:38)

·        
The potential of AI-assisted chip design (5:35)

New technology can offer a lot of promise for improving on
long-standing techniques or developing innovative approaches to different
challenges but, when it comes to adopting these new technologies into complex
industries, there are always challenges to overcome. With advancements as
complex as artificial intelligence and agentic AI, unlocking their full
potential across the design and manufacturing process will take time, yet in so
doing, achieve new heights of what is possible.

In this episode, host Spencer Acain is joined Shirish More,
AI Program Product Manager at Siemens and Michael Taesch, Senior Director of
Product Management for NX Manufacturing to look at what it takes to deploy AI
in industry, the challenges both technical and personal that must be overcome
and why making the effort will be important in the years to come.

In this episode you will learn:

·      
What it takes to bring generative AI to industry
(0:51)

·      
The impact of AI industry going forward (7:31)

As it continues to develop, artificial intelligence is
starting to be applied across many different sectors of industry with equally
many different new technologies used to support that. Agentic AI represents one
of the latest ways AI can be applied to more complex tasks including complex
design and manufacturing processes that existing AI isn’t well suited for.

In this episode, host Spencer Acain is joined Shirish More,
AI Program Product Manager at Siemens and Michael Taesch, Senior Director of
Product Management for NX Manufacturing explore the future of agentic and
generative AI in design and manufacturing applications, what that will mean for
the design process, and the role of AI as an assistant going forward.

In this episode you will learn:

·      
The future role of AI in design and
manufacturing (0:58)

·      
What is agentic AI? (7:51)

·      
The transition from AI to coworker (12:23)