These algorithms can run calculations in parallel, giving supercomputers the edge over their conventional counterparts. Supercomputers are powered by advanced algorithms that allow more accurate data analysis, making them effective for tasks such as artificial intelligence (AI), machine learning, drug discovery and life sciences research. While a traditional computer is limited by its physical size, a supercomputer harnesses the power of many interconnected processors to work on problems faster and more agile. DefinitionĪ supercomputer is a system built to perform extremely large and complex calculations and operations at a significantly higher speed than traditional computers. Let’s take a look at what a supercomputer is and the potential benefits of using one. With Luminous Computing’s recent Series A round of funding, there has been much attention on the power of artificial intelligence (AI) supercomputers. These types of computers have significantly more computing power and memory than the average computer, making them suitable for running complex tasks. Luminous Computing Raises $105M in Series A Round to Build World’s Most Powerful AI SupercomputerĪ Supercomputer is a computer with a high level of performance compared to a general-purpose computer. Here we will explore some key benefits of implementing an AI supercomputer. This new generation of AI accelerators equipped with groundbreaking advancements in data compression and power efficiency will present modern businesses with an unprecedented level of scalability, artificial intelligence, performance optimization, and predictive analytics. According to Luminous, the issue is that current computers use electrical signals, which drags on performance as signals travel.The potential that advanced artificial intelligence (AI) supercomputers have to revolutionize the way humans interact with the world is immense, and Luminous Computing is paving the way with a $105 million Series A round to design and develop one of the most powerful AI supercomputers in the world. Electrical signals consume more energy and carry less information over longer distances and companies now are leaning on software to compensate for the bottlenecks in communications caused by the hardware. ![]() In addition, today's "AI supercomputers" (high-end CPU plus accelerator) can't keep up with the computing power needed to train models and the software techniques used in the models are increasingly complex. The systems themselves also don't scale well enough: even those machines with more than 1,000 processors often run at less than 20 per cent efficiency, with the rest of the time sitting idle due to communications limits, the company says.Alibaba gazes into crystal ball to spy coming advances in AI and silicon photonics.The good optics of silicon photonics: Light sailing serenely down a fibre.Japanese boffins say they've created plastic optical fibres to reach places that might break glass.Luminous' plans come from years of research done by the founders and other company executives. Gomez was a research scientist at dating app company Tinder in 2018 and work in research roles at Google (in machine intelligence) and the Mayo Clinic, a software engineer at Bloomberg and a researcher of network biology at the Harvard Medical School. He dropped out of Stanford's MS program to launch Luminous. ![]() Mitch Nahmias, co-founder and Luminous' CTO, received his BS, MA and PhD in electrical and electronics engineering from Princeton. ![]() While at the school, Nahmias researched the relationship between a laser and a biological spiking neuron, which helped create the field of neuromorphic photonics. Matt Change, the company's vice president of photonics, also received a PhD in electrical engineering from Princeton and spent two years at Apple designing hardware to reduce interference between co-existing wireless radios on the Apple Watch, leaving in 2019.
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