LENZO Inc.

Mr. Adrian Sossna, Head of Marketing, LENZO Inc. 

Adrian V. J. Sossna is Head of Marketing at LENZO Inc., where he leads the company’s global marketing, brand strategy, and market communications. He works closely with customers, partners, and investors to position LENZO’s next-generation AI computing technologies for global markets.

Before joining LENZO, Adrian spent more than a decade supporting Japanese deep-tech companies in international business development, commercialization, and strategic communications. His experience spans AI, semiconductors, industrial technology, and infrastructure, helping bridge engineering innovation with global market adoption.

At SEMICON Taiwan, Adrian will discuss the changing landscape of AI computing and the technical and market forces driving the emergence of new compute architectures beyond traditional GPU-centric approaches.

 

Topic:

The Power Wall of AI: Why New Compute Architectures Are Emerging Beyond GPUs

 

Abstract:

AI is entering a new era as inference expands beyond hyperscale data centers into edge devices, robotics, industrial systems, and autonomous machines. This shift is redefining the requirements for AI hardware, with power efficiency, data movement, memory architecture, and scalability becoming as important as raw computational performance. This session explores why new compute architectures are emerging beyond traditional GPUs and how LENZO’s CGLA architecture and TokenProcessor™ exemplify the industry’s move toward more efficient and adaptable AI acceleration.

 

Key Technologies Covered:

• AI Inference
• Compute Architecture Innovation
• Energy-Efficient AI Computing
• Heterogeneous Computing
• Edge AI & Physical AI
• CGLA Architecture