Intelligence models have created, in a few hours, more efficient wireless chips – but its “random format” is a mystery.
There are new revolutionary advances in the design of chips created by artificial intelligence (AI): IA can create highly efficient wireless chips in hours; the same chips, if they were created by Humans, it would be weeks.
Highlights AI potential to revolutionize chips, specifically for the complex wireless wavecime chips used in 5G modems.
The traditional design of chips depends on human experience and optimization based on attempt and error; a slow and cautious process.
AI, in turn, uses deep learning To reverse the design process, focusing on the desired results and allowing the algorithm to determine independently the most effective design parameters.
This approach led to the creation of chips that are, not only more efficient, but also structurally unknown. They are such designs “Randomly shaped” that even engineers have difficulty understanding them.
This analysis used deep learning to challenge conventional chip design models. These designs, who challenge human intuition, exceed the existing designs in performance tests.
The role of AI is not to replace human designers, but to improve their productivity by introducing innovative tools and faster design processes, according to the study’s authors, quotes.
But many of the designs failed, similar to “Hallucinations” of the generative AI systems. It is an initial phase of experiences.
