On this episode of The Titanium Economy podcast Vineet Gupta, President and Head of Semiconductor at Ayna talks to Prith Banerjee, Senior Vice President of Innovation at Synopsys. They explore how Synopsys is evolving from a chip design company into a leader in full system engineering, driven by its ANSYS acquisition and AI partnerships. It highlights how AI, GPUs, and digital twins are transforming the way complex products - from semiconductors to autonomous vehicles - are designed and tested. They discuss how we are shifting toward highly automated, AI-powered engineering that increases speed, scale, and innovation.

• ‍Synopsys: The Invisible Backbone of Chip Design Synopsys powers chip design globally through EDA tools and IP. The ANSYS acquisition extends its reach from silicon into full-system engineering.‍
• Forty Years of EDA Evolution and the ANSYS Acquisition Four decades of semiconductor advancement drove exponential growth in chip complexity.Acquiring ANSYS unified multiphysics simulation with chip design for intelligent systems.‍
• The Nvidia Partnership and AI-Driven Design Automation A two-billion-dollar Nvidia partnership accelerates GPU-enabled industrial simulation capabilities enterprise-wide. Agentic AI systems now autonomously re-engineer complex, trillion-transistor chip design workflows.
• Digital Twins and the Future of Industrial Applications Physics-informed digital twins elevate predictive accuracy to ninety-nine percent for critical assets. Integrated electronic and mechanical twins validate entire complex products before physical manufacturing begins
•  Innovation Philosophy, Entrepreneurship, and Enduring Legacy A career spanning academia, startups, and global corporations reflects relentless, principled innovation. Banerjee urges young engineers to pursue their"true north" with unwavering passionate conviction.

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