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 bonding, interposer choices, and package-aware design, and examines how to evaluate tradeoffs in density, cost, manufacturability, and reliability.

Siemens’ Sudarshan Deo identifies four key areas where the adoption of AI in EDA could help enable complex 3D-IC architectures, including automated power and thermal co-analysis to accelerated insourcing of 3D-IC PDKs.

Synopsys’ Anders Blom and Igor Markov expect that advances in AI, GPU acceleration, and advanced simulation platforms will enable atomistic simulations that are 10,000 times faster than today’s quantum-theoretical methods by using machine-learned force fields that learn the underlying patterns of interatomic interactions and capture the complex energy landscapes that govern molecular behavior.

Imagination’s Antonio Priore explores why GPUs have become relevant to automotive cybersecurity and the dual role that they play in powering not only infotainment screens but also safety-critical tasks like vehicle perception, driver monitoring, and camera stitching.

Arm’s Matt Rushton looks at how AI can be used to create on-demand training content and assessments that evaluate understanding while maintaining technical accuracy and consistency.

Ansys’ Caty Fairclough checks out an upcoming satellite constellation that will detect and track methane emissions on Earth from space and how its two complementary optical systems, a primary hyperspectral imager and a visible/near-infrared camera, are being designed.

The ESD Alliance’s Bob Smith chats with Dave Kelf of Breker Verification Systems about what’s driving the need for collaboration between design and manufacturing and the challenges for a fully integrated, circular flow.

And don’t miss the blogs featured in the latest Low Power-High Performance newsletter:

Siemens’ Harry Foster finds abstractions are breaking down as modern system design brings together components that were once isolated.

Synopsys’ Manoz Palaparthi examines some thorny signal integrity problems in advanced chip design.

Rambus’ Nidish Kamath explains why memory throughput and efficiency are now just as critical as raw compute.

Mixel’s Michael Nagib and Xpressphy’s Nuno Martins dig into enhanced performance and flexibility for the next generation of high-speed camera and display communication.

Arm’s Alan Hayward looks at streamlined garbage collector scanning and improved runtime behavior for new memory-intensive applications.

Cadence’s Veena Parthan shows how to make ocean shipping more sustainable by converting the pitching motion of a ship into thrust.