But to unleash the power of A.I., scientists and engineers need to find ways to redesign computers and memory so machines can learn better and faster. That's why DOE is working with the private sector to use A.I. to fuel and change the world we live in.
DOE has been working with Micron Technology, a U.S. expert in memory technologies, and their A.I. laboratory in Seattle, to develop next-gen memory centered accelerators, which can make A.I. more portable, energy efficient, and - most importantly - smart.
Recently, Dimitri Kusnezov, DOE's Deputy Under Secretary for A.I. and Technology, had the opportunity to visit Micron's lab and see some of their prototype memory technologies firsthand. These technologies will then be tested at Energy Department National Labs such as Lawrence Livermore National Laboratory, which is already home to one of the fastest supercomputers in the world and is a future home of El Capitan, one of DOE's exascale supercomputers.
Researchers will use Livermore's world-class capabilities to further develop and demonstrate other advanced computational technologies such as neural networks for use in a wide range of applications that impact people's lives in a positive way.
In addition to Micron, Dimitri Kusnezov also visited Amazon's new re:Invent headquarters in Seattle, home of Amazon Web Services (AWS). Researchers at AWS have made progress in designing custom materials that can boost A.I. performance. DOE and AWS are both interested in ways to advance A.I. technologies and methods like image analysis and workflow optimization, which have potential to be used in a vast range of applications.
DOE is particularly interested in applications that enhance energy efficiency, cybersecurity and grid security, as well as increasing scientific discovery and assuring our nuclear deterrent capability. Wider applications of DOE's work in A.I. include helping water managers make smarter resource management decisions thereby improving resistance to droughts, developing smarter farming practices that increase crop yields while improving stewardship and sustainability, and speeding the discovery of new materials like metallic glasses, which are lighter and stronger than todays best steels, and stand up better to wear and tear.
DOE is also making remarkable progress in how it applies A.I. to records, images and a host of additional information to predict outcomes. This has specific use in our work with the Department of Veterans Affairs to help the veterans - but these new technologies could help us take A.I. to the next level, empowering scientists and engineers to help even more people.
With DOE's partners and its developing technologies, DOE is showing that there's no limit to what it can do to impact people's lives in a positive way.