Bug localization continues to be a challenge for both bug triage and root-cause analysis. Agentic approaches suggest a way forward. Paul Cunningham (GM, Verification at Cadence), Raúl Camposano (Silicon Catalyst, entrepreneur, former Synopsys CTO and lecturer at Stanford, EE292A) and I continue our series on research ideas.… Read More
Electronic Design Automation
Why chip design needs industrial-grade EDA AI
By Niranjan Sitapure
Artificial intelligence (AI) is reshaping industries worldwide. Consumer-grade AI solutions are getting significant attention in the media for their creativity, speed, and accessibility—from ChatGPT and Meta’s AI app to Gemini for image creation, Sora for video, Sona for music, and Perplexity for web… Read More
Cloud-Accelerated EDA Development
By Nikhil Sharma, Sunghwan Son, Paul Mantey
The semiconductor industry faces an unprecedented crisis that threatens the very foundation of technological innovation. According to the latest Siemens EDA / Wilson Research Study, first-silicon success rates have plummeted to just 14%[1]—the lowest figure in more than twenty… Read More
Video EP12: How Mach42 is Changing Analog Verification with Antun Domic
In this episode of the Semiconductor Insiders video series, Dan is joined by Antun Domic, who discusses Mach42’s work on AI and analog verification. Antun covers many aspects of analog/AMS verification and how Mach42’s unique AI-fueled approach provides significant benefits. He explains the balance of speed … Read More
WEBINAR: Is Agentic AI the Future of EDA?
The semiconductor industry is entering a transformative era, and few trends are generating more discussion or confusion than Agentic AI. From autonomous design exploration to next-generation verification strategies, Agentic AI promises dramatic changes in how chips are conceived, validated, and delivered. But as with … Read More
FPGA Prototyping in Practice: Addressing Peripheral Connectivity Challenges
Modern chip design verification often encounters challenges when connecting peripherals, primarily due to drastic differences in operating speed or hardware limitations. Designs running on hardware emulators or FPGA prototyping platforms typically operate at clock frequencies of tens of megahertz, and in some cases even… Read More
An Insight into Building Quantum Computers
Given my physics background I’m ashamed to admit I know very little about quantum computers (QC) though I’m now working to correct that defect. Like many of you I wanted to start with the basics: what are the components and systems in the physical implementation of a quantum “CPU” and how do they map to classical CPUs? I’m finding the… Read More
I Have Seen the Future with ChipAgents Autonomous Root Cause Analysis
I have seen a lot of EDA tool demos in my time. More than I want to admit. The perceived quality of the demo usually came down to a combination of the speed of the tool, quality of results and the ease of navigating through the graphical user interface. For the last item, how easy the interface was on the eyes, how clear were the relationships… Read More
Revolution EDA: A New EDA Mindset for a New Era
Murat Eskiyerli, PhD, is the founder of Revolution EDA
Modern software development environments have evolved dramatically. A developer can download Visual Studio Code, install a few plugins, and be productive within minutes. The cost? Perhaps a few hundred dollars per month for cloud development resources. Compare that to… Read More
Podcast EP317: A Broad Overview of Design Data Management with Keysight’s Pedro Pires
Daniel is joined by Pedro Pires, a product and technology leader with a strong background in IP and data management within the EDA industry. Currently a product manager at Keysight Technologies, he drives the roadmap for the AI-driven data management solutions. Pedro’s career spans roles in software engineering and data science… Read More


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