Since the introduction of ChatGPT on November 30th 2022 the AI revolution became visible not only to experts but to regular IT users. Three months later the number of ChatGPT users reached 100 Mio, which made it to the fastest technology outreach in human history. ChatGPT is the most visible demonstrator of a technology, which whole potential will become visible in coming years. EDA is certainly one area, which will benefit the most from the ML technologies. In general the expectation is that Machine Learning in EDA will play for the productivity a similar role as introduction of standard cells or HDLs. There are several options how ML can be applied to EDA, the tool engines can be enhanced, but also whole design flows can be optimized and design creation could be speed-up. However, there are several traps, which a designer must be aware of. Some of them are potential copyright violations, disclosure of company secrets to the public, bugs in the generated code, also called hallucination. EDA vendors must find solutions to these problems in order to provide users secure, reliable and productive next generation tools. The next generation of designers must be taught to understand the benefits and the limits of this technology.
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Cadence is a pivotal leader in electronic systems design, building upon more than 30 years of computational software expertise. The company applies its underlying Intelligent System Design™ strategy to deliver software, hardware and IP that turn design concepts into reality. Cadence® customers are the world’s most innovative companies, delivering extraordinary products from chips to boards to complete systems for the most dynamic market applications, including hyperscale computing, 5G communications, automotive, mobile, aerospace, consumer, industrial and healthcare. For nine years in a row, Fortune magazine has named Cadence one of the 100 Best Companies to Work For. Learn more at www.cadence.com.
12 ноя 2023
