AI Agents Need Goals


Experts At The Table: Definitions and goals matter when it comes to using AI effectively, and it has to be tightly reined in to be effective. Semiconductor Engineering sat down with a panel of experts to discuss these issues and others, including Johannes Stahl, senior director of product line management for the Systems Design Group at Synopsys; Michael Young, director of product marketing for ... » read more

Chip Industry Week In Review


Don't have time to read this? Check out Semiconductor Engineering's Inside Chips podcast.  The U.S. Department of Commerce is investigating TSMC for potential export control violations involving Huawei chips, reports Reuters. The probe follows TechInsights' teardown of a Huawei AI accelerator chip last year. The foundry, meanwhile, maintains it has not shipped any chips to Huawei since 2020... » read more

Chiplet Tradeoffs And Limitations


The semiconductor industry is buzzing with the benefits of chiplets, including faster time to market, better performance, and lower power, but finding the correct balance between customization and standardization is proving to be more difficult than initially thought. For a commercial chiplet marketplace to really take off, it requires a much deeper understanding of how chiplets behave indiv... » read more

Implementing AI Activation Functions


Activation functions play a critical role in AI inference, helping to ferret out nonlinear behaviors in AI models. This makes them an integral part of any neural network, but nonlinear functions can be fussy to build in silicon. Is it better to have a CPU calculate them? Should hardware function units be laid down to execute them? Or would a lookup table (LUT) suffice? Most architectures inc... » read more

3D-IC Ecosystem Starts To Take Form


The adoption of chiplets is inevitable, but exactly when a mass migration toward this design approach will begin is yet to be determined. Nevertheless, some of the biggest technological and business-related barriers are being addressed. And while a chiplet-based design remains beyond the economic reach of many companies today, that is starting to change. Early signs of an emerging ecosystem ... » read more

Shift Left In DFT Design


The semiconductor industry continues to face numerous challenges as designs approach reticle limits, process nodes evolve and engineering resources become increasingly stretched. It is essential to maintain high productivity and quality throughout the design flow. This keeps projects on schedule, within budget, and ensures they remain high-quality, reliable, yield well and perform as intended. ... » read more

Chip Industry Week In Review


Check out our new Inside Chips podcast. President Trump’s ‘Liberation Day’ tariffs were announced this week. The executive order stated that semiconductors and copper imports are not directly subject to the reciprocal tariff, although the exemption may be short-lived. Semiconductor equipment and tools were not mentioned, leaving the industry searching for clarification. Regardless, hig... » read more

Auto Sector Leads The Way In IC Security


Concerns about chip and system security are beginning to bear fruit in some markets, driven by the overlap in safety and security in automotive applications and the growing value of algorithms and complex systems in others. But how and when that security is implemented is still all over the map, and so is its effectiveness. The reasons are as nuanced as the designs themselves, which makes it... » read more

Stakes Are High For Aerospace, Defense IC Designs


Chips destined for the skies or armed forces need extra everything. They require higher layers of abstraction to simulate all the moving parts in the field, high-reliability testing for harsh environments, in addition to system-level test. They also need radiation-hardening and ceramic materials for space, extra safety layers, and advanced security techniques. As in the automotive sector, th... » read more

Chip Aging Opens Up New Attack Vectors


The longer a piece of silicon is out in the field the more prone it becomes to a cyberattack, raising questions about the optimal longevity of circuits and the impact of extending their lifetimes. This is particularly challenging for safety- and mission-critical applications, where the cost of development can run as high as $100 million for some of the most complex designs. Chipmakers want t... » read more

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