For more than a decade, progress in artificial intelligence has been framed almost entirely through the lens of compute. Faster GPUs, denser accelerators, and higher TOPS defined each new generation. But as generative and agentic AI enter their next phase, that framing is no longer sufficient. The most advanced AI systems today… Read More
Artificial Intelligence
Watch Live Agentic Software Debug
Many moons ago in the Innovation series we explored techniques like spectrum analysis to root-cause bugs. While these methods provide some value they don’t get as close as we would like to isolating a root-cause. In hindsight given what we know about the complexity of conventional debug it is unsurprising that we can’t root-cause… Read More
Why PDF Solutions Is Positioning Itself at the Center of the Semiconductor Ecosystem
The semiconductor industry is on track to exceed one trillion dollars in annual revenue by the end of the decade, propelled by AI, advanced computing, and edge applications. Yet beneath this growth lies a structural shift. Manufacturing complexity is rising faster than the industry’s ability to manage it. As architectures move… Read More
Gate-All-Around (GAA) Technology for Sustainable AI
The transition from FinFET to Gate-All-Around (GAA) transistor technology represents a pivotal moment in the evolution of logic devices, driven by both physical scaling limits and the rapidly growing computational demands of artificial intelligence. As semiconductor technology approaches the sub-3 nm regime, traditional… Read More
Beyond Transformers. Physics-Centric Machine Learning for Analog
Physical AI is an emerging hot trend, popularly associated with robotics though it has much wider scope than compute systems interacting with the physical world. For any domain in which analysis rests on differential equations (foundational in physics), the transformer-based systems behind LLMs are not the best fit for machine… Read More
NanoIC Extends Its PDK Portfolio with First A14 Logic and eDRAM Memory PDK
NanoIC has announced a major expansion of its process design kit portfolio with the introduction of its first A14 logic and embedded eDRAM memory PDK. This milestone reflects the company’s growing role in enabling advanced semiconductor design at cutting-edge technology nodes and addresses increasing industry demand for… Read More
How Switzerland Built a Global Semiconductor Edge by Thinking Smaller
By Alain-Serge Porret, Vice President, Integrated & Wireless Systems, CSEM
Since ramping up several years ago, the global semiconductor and artificial intelligence (AI) race has been driven by scale, from building larger data centers, developing bigger and more powerful models, and with them, increasingly complex and… Read More
The 71st International Electron Devices Meeting (IEDM 2025)
It is hard to believe this conference is older than most all of the participants, including myself. The amount of history behind this conference is amazing. Back in 1955 the meeting began as the Electron Devices Meeting (EDM), organized by what later became the IEEE Electron Devices Society. Its core purpose was to bring together… Read More
Podcast EP329: How Marvell is Addressing the Power Problem for Advanced Data Centers with Mark Kuemerle
Daniel is joined by Mark Kuemerle, Vice President of Technology, Custom Cloud Solutions at Marvell. Mark is responsible for defining leading-edge ASIC offerings and architects system-level solutions. Before joining Marvell, Mark was a Fellow in Integrated Systems Architecture at GLOBALFOUNDRIES and has held multiple engineering… Read More
2025 Retrospective. Innovation in Verification
As usual in January we start with a look back at the papers we reviewed last year. 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. As always, feedback welcome.


The Risk of Not Optimizing Clock Power