AI’s Blind Spots


The rush to utilize AI/ML in nearly everything and everywhere raises some serious questions about how all of this technology will evolve, age and perform over time. AI is very useful at doing certain tasks, notably finding patterns and relationships in broad data sets that are well beyond the capabilities of the human mind. This is very valuable for adding efficiency into processes of all so... » read more

Big Shift In AI Perception


Artificial intelligence, which has been controversial since its inception, is getting a makeover. While fears about massive job displacement and autonomous killing machines will persist, and maybe even grow, AI is being portrayed as a valuable tool for people who know how to harness its capabilities. Underlying all of this is cheap compute and storage, which has made it possible to draw more... » read more

The Critical But Less Obvious Risks In AI


AI has been the subject of intense debate since it was first introduced back in the mid-1950s, but the real threat is a lot more mundane and potentially even more serious than the fear-inducing picture painted by its critics. Replacing jobs with technology has been a controversial subject for more than a century. AI is a relative newcomer in that debate. While the term "artificial intelligen... » read more

The Great Test Blur


As chip design and manufacturing shift left and right, concerns over reliability are suddenly front and center. But figuring out what exactly what causes a chip to malfunction, or at least not meet specs for performance and power, is getting much more difficult. There are several converging trends here, each of which plays an integral role in improving reliability. But how significant a role... » read more

Paving The Way To Autonomous Driving


Over the past couple weeks, four major carmakers began pairing off to jointly develop autonomous vehicles. Numerous reports say Ford will sign a deal with Volkswagen, and BMW is working on Level 4 self-driving vehicles with Daimler, the parent of Mercedes Benz. While this speaks volumes about the enormous cost of developing artificial intelligence systems to drive vehicles, it also points th... » read more

Test Moving Forward And Backward


Test, once considered an important but rather mundane way of separating good chips from the not-so-good and the total rejects, is taking on a whole new life. After decades of largely living in the shadows behind design and advancements in materials and lithography, test has quietly shifted into a much more critical and more public role. But it has taken several rather significant shifts acro... » read more

Here Come The Economists


Big data is undergoing some big changes. For years, the challenge was getting enough good data to create models for everything from Wall Street trends to traffic routing. But with an influx of data from billions of sensors and electronic transactions, data is no longer in short supply. In fact, there is so much data pouring in that companies need to figure out what to do with it. That requi... » read more

Preparing For War On The Edge


War clouds are gathering over the edge of the network. The rush by the reigning giants of data—IBM, Amazon, Facebook, Alibaba, Baidu, Microsoft and Apple—to control the cloud by building mammoth hyperscale data centers  is being met with uncertainty at the edge of the network. In fact, just the emergence of the edge could mean that all bets are off when it comes to data dominance. It... » read more

New Battleground In The Data Race


For the past couple years, giant commercial data centers have been grabbing as much data as possible. The big question now is whether that investment will pay off. Companies such as AWS, Google, Microsoft, Alibaba and Baidu are not necessarily the best equipped to leverage that data—or at least not yet. In fact, most of what they've been focusing on is a narrow slice of the data being coll... » read more

The Paradox Of Automotive Electronics


There is a huge problem brewing in the automotive world. Automakers are demanding quality parts, but they're using methods and strategies developed in the steel age when suppliers were metal benders, not developers of advanced electronics. Automakers are correct in that the quality of electronics is poor. A 2018 report by J.D. Power showed that overall car reliability is improving year over ... » read more

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