category: Editor’s Note

category: IoT, Security & Automotive

What Will AI Look Like In 10 Years?
By Ed Sperling - 19 Dec, 2019 - Comments: 0

There's no such thing as reverse in AI systems. Once they are let loose, they do what they were programmed to do — optimize results within a given set of parameters. But today there is no consistency for those parameters. There are no standards by which to measure how AI deviates over time. And there is an expectation, at least today, that AI systems will adapt to whatever patterns they di... » read more

Designing In 4D
By Ed Sperling - 26 Nov, 2019 - Comments: 0

The chip design world is no longer flat or static, and increasingly it's no longer standardized. Until 16/14nm, most design engineers viewed the world in two dimensions. Circuits were laid out along x and y axes, and everything was packed in between those two borders. The biggest problems were that nothing printed as neatly as the blueprint suggested, and current leaked out of two-dimension... » read more

Disaggregation Of The SoC
By Ed Sperling - 24 Oct, 2019 - Comments: 0

The rise of edge computing could do to the cloud what the PC did to the minicomputer and the mainframe. In the end, all of those co-existed (despite the fact that the minicomputer morphed into commodity servers from companies like Dell and HP). What's different this time around is that the computing done inside of those boxes is moving. It is being distributed in ways never considered feasi... » read more

The Great Data Flood Ahead
By Ed Sperling - 26 Sep, 2019 - Comments: 1

The number of devices connected to the Internet is expected to exceed 1 trillion devices over the next decade or so. The timeline is a bit fuzzy, in part because no one is actually counting all of these devices, but the implications are pretty clear. A data deluge of biblical proportions is headed our way, and so far no one has any idea of what to do with all of it. From a system-level s... » read more

Surround And Conquer
By Ed Sperling - 22 Aug, 2019 - Comments: 0

The processor wars are back in full swing, this time with some new players in the field. But what defines winning this time around is far less obvious than it was in the past, and it will take years before we know the outcome. The strategy is the same, though, and it's one that has been in use for years in the tech world. It began in the 1990s, when IBM came to the realization that it could ... » read more

China Accelerates Its Timetable
By Ed Sperling - 25 Jul, 2019 - Comments: 0

China has been doing more than just creating a separate supply chain. It has begun an entirely separate stock market with backing from the government. Known as the Star Market, this offshoot of the Shanghai Stock Exchange includes some big-name companies such as Alibaba, Xiaomi and Tencent. But what's particularly noteworthy is that the government is supporting top startups like governments ... » read more

Rethinking What Goes On A Chip
By Ed Sperling - 27 Jun, 2019 - Comments: 0

There are hints across the chip industry that chipmakers are beginning to reexamine one of the basic concepts of chip design. For more than 50 years, progress in semiconductors was measured by the ability to double the density of transistors on a piece of silicon. While that approach continues to be useful, the power and performance benefits have been dwindling for the past couple of nodes. ... » read more

How Far Can AI Go?
By Ed Sperling - 30 May, 2019 - Comments: 1

AI is everywhere. There are AI/ML chips, and AI is being used to design and manufacture chips. On the AI/ML chip side, large systems companies and startups are striving for orders of magnitude improvements in performance. To achieve that, design teams are adding in everything from CPUs, GPUs, TPUs, DSPs, as well as small FPGAs and eFPGAs. They also are using small memories that can be read i... » read more

Rushing To The Edge
By Ed Sperling - 25 Apr, 2019 - Comments: 0

Virtually every major tech company has an "edge" marketing presentation these days, and some even have products they are calling edge devices. But the reality is that today no one is quite sure how to define the edge or what it will become, and any attempts to pigeon-hole it are premature. What is becoming clear is the edge is not simply an extension of the Internet of Things. It is the resu... » read more

Auto Reliability At The System Level
By Ed Sperling - 28 Mar, 2019 - Comments: 0

Carmakers and chipmakers are approaching autonomous vehicle design from very different perspectives, and while they both talk about safety and reliability as the end goals, they have widely divergent ideas about how to get there. All of this is just beginning to come into focus as carmakers vie for leadership in the autonomous vehicle space, and much of it appears to hinge on the definition ... » read more

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