The Shape Of Prompts: Exploring Their Effect On Inference Infrastructure


AI inference prompts exhibit a shape-shifting behavior, arriving in many forms and attempting to fit themselves within the constraints of the inference stack. Ultimately, it is the design of the inference infrastructure that determines whether it can sustain a large volume of prompts or only a limited number. Prompts are not uniform transactions; they represent dynamic workload profiles whose ... » read more

How To Streamline Your Advanced Package Interconnect Designs


Monolithic system-on-chip (SoC) designs was once a popular choice. However, they face significant constraints in the era of AI. By forcing all chip functions into a single die and process node, they reduce engineering, manufacturing, and design cost flexibility. In contrast, the multi-die nature of chiplets enables different SoC functions to be designed and verified independently and fabrica... » read more

Removing The Accuracy And Time Tradeoff In EM Simulation


For years, electromagnetic simulation forced engineers to choose between accuracy and turnaround time. As simulation frequencies climbed beyond 60 GHz and designs became more complex, engineers could no longer avoid mesh refinement. Higher fidelity required more mesh elements in regions of high field strength. More elements produced larger sparse matrices. Larger matrices extended solve time... » read more

How The EDA Industry Will Evolve In 2026


AI will continue to impact every facet of the EDA industry. Pressure will mount in 2026 on design teams to drive productivity gains while technical complexity continues to escalate. This will reshape how teams work and the tools they use. Success will be determined by balancing the trade-offs between integrated platforms and best-of-breed toolchains and developing talent internally rather than ... » read more

Transforming Data Management In EDA: Preparing For The AI Era


In today’s fast-paced electronics design automation (EDA) environment, effective data management has become essential. Growing design complexity, distributed teams, and the accelerating adoption of AI/ML are pushing organizations to rethink how they manage, track, and leverage decades of engineering data. From manual workarounds to data management Many engineers discover the importance ... » read more

Why The Next Breakthrough In Chips Depends On Rethinking Design Workflows


At this year’s DAC Chips to Systems Conference (DAC 2025), Keysight and its partners showcased how engineers are rethinking design workflows from chips to complete systems. The Partner Theater, hosted by Keysight brought together innovators from across the semiconductor ecosystem – each tackling one of today’s most pressing challenges: how to manage exploding volumes of design data and le... » read more

The Joy Of Quantum: Celebrating Wonder And Sharing The Magic


Every quantum scientist, educator, and enthusiast can recall that precise moment when quantum mechanics first captured their imagination. Perhaps it was the first time they truly grasped the concept of superposition—the realization that particles can exist in multiple states simultaneously until the very act of observation collapses them into definiteness. Maybe it was encountering Einstein's... » read more

AI Meets Device Modeling: Transforming Compact Modeling With Machine Learning


As semiconductor technologies advance, device structures are becoming increasingly complex. New materials and architectures introduce intricate physical effects requiring accurate modeling to ensure reliable circuit simulation and design. Correspondingly, these accuracy requirements raise demands on the accuracy and efficiency of device modeling. Modern device models often involve hundreds o... » read more

What Is The Next Generation In RF Circuit Simulation And Optimization?


Throughout a modern radio frequency integrated circuit (RFIC) design and fabrication process, engineers run many types of simulations to verify and validate their decisions, including: electronic circuit simulations RF circuit simulations electromagnetic (EM) simulations thermal simulations and electro-thermal co-simulations post-layout mixed signal (analog and digital) simulat... » read more

Democratizing Design: How The CHIPS Act Is Reshaping EDA And Semiconductor Innovation


After 26 years in the electronics industry, I've witnessed countless technological shifts, but few have been as transformative — or as promising — as what we're experiencing with the CHIPS Act. I spoke at a recent 62nd DAC panel discussion alongside industry colleagues Saverio Fazzari from Booz Allen Hamilton and Vivek Prasad from a non-profit organization established to operate the Nationa... » read more

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