What’s Changing In Outlier Detection


Commonly used outlier detection approaches, such as parts average testing or determining whether a die is good based upon other dies in the immediate neighborhood, are falling short in advanced packages and SoCs. Some devices may pass tests and still fail in the field. In the past, this was solved by adding margin into designs, but that margin now takes too big a bite out of performance and pow... » read more

Cutting IC Manufacturing Costs By Combining Data


Experts at the Table: Semiconductor Engineering sat down to discuss the benefits of incorporating financial data into fab floor decision-making, including what kind of cost data is most useful, with Dieter Rathei, CEO of DR Yield; Jon Holt, senior director of product management at PDF Solutions, Alex Burlak, vice president of advanced analytics and test at proteanTecs; and Dirk de Vries, techni... » read more

Failure To Launch


Failure analysis (FA) is an essential step for achieving sufficient yield in semiconductor manufacturing, but it’s struggling to keep pace with smaller dimensions, advanced packaging, and new power delivery architectures. All of these developments make defects harder to find and more expensive to fix, which impacts the reliability of chips and systems. Traditional failure analysis techniqu... » read more

Chip Industry Week In Review


Intel said its new fab in Licking County, Ohio will be delayed due to financial struggles and a need to align chip production with market demand, reported the Columbus Dispatch. Construction is now estimated to be completed in 2030, with operations to start in 2030 or 2031. The company said it already has invested $3.7 billion locally. Apple plans to invest more than $500 billion in the U.S... » read more

Silent Data Errors Still Slipping Through The Cracks


Silent data corruption errors in large server farms have become a major concern of cloud users, hyperscalers, processor manufacturers and the test community. Silent data errors (also called silent data corruption errors) are hardware errors that occur when an incorrect computational result from a processor core goes undetected by the system. The data is silently corrupted because neither sof... » read more

Using Test And Metrology Data For Dynamic Process Control


Advanced packaging is transforming semiconductor manufacturing into a multi-dimensional challenge, blending 2D front-end wafer fabrication with 2.5D/3D assemblies, high-frequency device characterization, and complex yield optimization strategies. These combinations are essential to improving performance and functionality, but they create some thorny issues for which there are no easy fixes. ... » read more

Cut Defects, Not Yield


Many chipmakers face a difficult trade-off — improve quality without affecting yield. Traditional testing methods fail to navigate this challenge due to their limited visibility below the pass/fail limits, discarding perfectly good chips or letting small defects slip through to the field. The challenge is clear: manufacturers must achieve both quality and yield goals without sacrificing one f... » read more

Expanding The Horizon Of System Monitoring With The Arm SMCF


In an era where system complexity is scaling rapidly, real-time monitoring and predictive analytics play a pivotal role in maintaining lifetime performance and reliability. At proteanTecs, we are committed to enabling advanced diagnostics, predictive maintenance, and on-chip actionable visibility for today’s mission-critical systems, across high-performance industries. Our in-chip monitori... » read more

SLM Evolves Into Critical Aspect Of Chip Design And Operation


Silicon lifecycle management has evolved greatly in the past five years, moving from novel concept to a key part of design flows at industry leaders such as NVIDIA, Amazon Web Services, Ericsson, and others. Along with becoming a major focus for companies developing semiconductors, the use cases have expanded. While initially focused on post-silicon insights, SLM has expanded to cover the en... » read more

Why Chips Fail, And What To Do About It


Experts at the Table: Semiconductor Engineering sat down to discuss reliability of chips in the context of safety- and mission-critical systems, as well as increasing utilization due to an explosion in AI data, with Steve Pateras, vice president of marketing and business development at Synopsys; Noam Brousard, vice president of solutions engineering at proteanTecs; Harry Foster, chief verificat... » read more

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