The Limits Of AI-Generated Models


In several recent stories, the subject of models has come up, and one recurrent theme is that AI may be able to help us generate models of a required abstraction. While this may be true in some cases, it is very dangerous in others. If we generalize, AI should be good for any model where the results are predominantly continuous, but discontinuities create problems. Unless those are found and... » read more

The Federation Needs A Taxonomy


While putting together the story about federated simulation, it brought back memories of an earlier part of my career when I spent a lot of time looking at modeling abstractions and simulation frameworks. In the mid-1990s, the notions of re-using pre-designed blocks of IP started to become popular, but the fledgling industry was in disarray. Every IP block had a different set of deliverables... » read more

Predicting The Future For Semiconductors


Is it possible to predict the future? Of course not. We all make projections of what happened in the past, where they are now, and the implications for the future. We bias that in various ways and think we are making some astounding revelation, which is highly unlikely to become true. Of course, by luck, some people get it right and they are bestowed with grand accolades and awards. The likelih... » read more

Are In-Person Conferences Sustainable?


DAC/Semicon are now over, and while I missed a large part of it due to a stomach bug, I increasingly have a stale taste in my mouth about in-person conferences in general. Let's split things up – an event such as DAC is both an academic conference and a trade show. It has been that way almost since its inception 60 years ago. There are many other conferences that are pure conferences, and the... » read more

The True Cost Of Software Changes


Safety and security are considered to be important in a growing number of markets and applications. Guidelines are put in place for the processes used to develop either the hardware or the software, but what they seem to ignore is that neither exists in a vacuum. They form a system when put together. Back when I was developing tools for hardware-software co-verification, there were fairly co... » read more

A Highly Wasteful Industry


The systems industry as a whole is not concerned about power. I know that is a bold statement, but I believe it to be true. The semiconductor industry is mildly concerned, but only indirectly. They care about power because thermal issues are limiting the functionality they can squeeze onto a chip, or in a package. Some users, such as data center operators, claim to care about power because i... » read more

Can AI Write RTL?


Just a few months ago, generative AI was just a promise about what would be possible in the future. Today, nearly everyone with an ounce of curiosity has tried ChatGPT. Most people appear to be somewhat impressed with what it can do, but at the same time see the limitations that it has. As Dean Drako, founder of several companies, told me: "Recently, I needed to write a patent. I described t... » read more

RISC-V Disrupting EDA


The electronic design automation (EDA) industry started in the 1980s and primarily was driven by the test and PCB industries. The test industry was focused on simulation so that test vector sets could be developed and optimized. The PCB industry needed help managing complexity as system sizes grew. That complexity soon was eclipsed by IC complexity and the costs associated with making a mist... » read more

Will AI Take My Job?


Everyone is talking about ChatGPT these days, and I am sure we will be comparing it with Google's new offering before long. I thought it was time that I gave it a quick spin, and since I am preparing to moderate a webinar about chiplets as I write this, I decided it was a good example of a fairly new field and would be a good test. I started by asking, "What are semiconductor chiplets, what ... » read more

A New Year’s Wish


Every year I run a predictions article. It is a mashup of ideas from many people within the industry, and while many predictions are somewhat self-serving, there are other which come more from the heart — or perhaps they are dreams rather than expectations. I see hope in some of those, particularly the ones that look toward sustainability within our industry, and of our industry. Just like... » read more

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