Balancing Training, Quantization, And Hardware Integration In NPUs


Experts At The Table: AI/ML is driving a steep ramp in neural processing unit (NPU) design activity for everything from data centers to edge devices such as PCs and smartphones. Semiconductor Engineering sat down to discuss this with Jason Lawley, director of product marketing, AI IP at Cadence; Sharad Chole, chief scientist and co-founder at Expedera; Steve Roddy, chief marketing officer at Qu... » read more

Addressing Critical Tradeoffs In NPU Design


Experts At The Table: AI/ML are driving a steep ramp in neural processing unit (NPU) design activity for everything from data centers to edge devices such as PCs and smartphones. Semiconductor Engineering sat down with Jason Lawley, director of product marketing, AI IP at Cadence; Sharad Chole, chief scientist and co-founder at Expedera; Steve Roddy, chief marketing officer at Quadric; Steven W... » read more

Blog Review: Jan. 21


Keysight's Armando Valim considers the impact of AI on the memory market as AI infrastructure pressure widens the gap between high-performance memory and lower-margin consumer memory and SSD, forcing manufacturers to make strategic decisions and define which markets to serve. Cadence's Reela Samuel breaks down the major 3D-IC packaging methods used today, from wafer stacking flows to hybrid ... » read more

Chip Industry Week in Review


Geopolitics Taiwan and the U.S. signed a trade agreement this week, with TSMC and other Taiwanese companies collectively pledging to directly invest at least $250B in investments in advanced semiconductor, energy and AI production and capacity in the U.S.  The agreement also included Taiwan providing another $250B in credit guarantees for additional IC supply chain expansions in the U.S., cap... » read more

Engineering After Orthogonalization: Why Verification Has Become A Lifecycle Discipline


Over the past several decades studying verification practices across the semiconductor industry, I’ve watched assumptions that once held up remarkably well begin to strain under the weight of modern system complexity. This is not a loss of engineering rigor. It is the result of systems that no longer conform to the boundaries earlier design models depended on. For much of the industry’s ... » read more

How And Why To Optimize NPUs


Experts At The Table: AI/ML are driving a steep ramp in neural processing unit (NPU) design activity for everything from data centers to edge devices such as PCs and smartphones.  Semiconductor Engineering sat down with Jason Lawley, director of product marketing, AI IP at Cadence; Sharad Chole, chief scientist and co-founder at Expedera; Steve Roddy, chief marketing officer at Quadric; Steven... » read more

Liquid Cooling Gains Traction In Data Centers


All electronics generate heat, and that heat must be removed to ensure those electronics don’t overheat. Moving air has been the predominant approach for decades, with liquid cooling limited to particularly intense computing workloads, largely in the supercomputing domain. With the rise in AI, data-center power density has grown to the point where liquid cooling is now seeing a larger buil... » read more

Will 2026 Be Dominated By AI?


Many opportunities and problems became highly interlinked in 2025, fueled by the historic growth in everything AI. But how close are we coming to breaking points, and what are people doing to mitigate them? That is the story that will unfold this year. AI's penetration into an increasing number of workloads is placing almost quadratic demands on compute, memory, interconnect, and the archite... » read more

Blog Review: Jan. 14


Arm's Paul Black demonstrates how lightweight LLVM sanitizers help detect undefined behavior, improve code quality, and expose hidden bugs in embedded C and C++ projects, with a focus on two sanitizers that can catch issues such as unsigned signed shift overflows, array overflows, and stack corruption. Imagination's Alex Pim provides an overview of LLM inference acceleration for mobile and e... » read more

Why Scan Diagnosis Should Be Part Of Every Fabless Company’s Yield Playbook


A fabless semiconductor company's world spins around two things, pushing design differentiation and getting those designs to market quickly and profitably. Yield isn’t just a manufacturing KPI. It's a business lever. And one of the most under-used levers in modern fabs is scan diagnosis, the practice of turning deterministic test infrastructure and failing test data into precise and action... » read more

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