Google AI beats humans at designing computer chips

An AI that designs computer chips in hours, and zooming in on DNA’s complex 3D structures.In this episode:00:46 An AI computer microchip designerWorking out where to place the billions of components that a modern computer chip needs can take human designers months and, despite decades of research, has defied automation. This week, however, a team from Google report a new machine learning algorithm that does the job in a fraction of the time, and is already helping design their next generation of AI processors.Research Article: Mirhoseini et al.News and Views: AI system outperforms humans in designing floorplans for microchipsEditorial: Google is using AI to speed up microchip design — a welcome advance that must be handled with care07:00 Research HighlightsThe blood proteins that may help assess cardiovascular fitness, and how the rock-hard teeth of a mollusc could inspire stronger 3D-printed materials.Research Highlight: How fit can you get? These blood proteins hold a clueResearch Highlight: The surprise hidden in the teeth of the ‘wandering meatloaf’09:47 Zooming in on the 3D structure of DNAIn order to switch genes on, DNA often needs to twist up into complex 3D shapes, bringing distant parts of a genome together. Understanding precisely which sections come into contact has been difficult, but now a new technique is helping to reveal them at an individual base-pair level.Research paper: Hua et al.15:22 Briefing ChatWe discuss some highlights from the Nature Briefi...
Source: Nature Podcast - Category: Science Authors: Source Type: podcasts