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Nvidia’s new Turing architecture is all about real-time ray tracing and AI

In recent days, word about Nvidia’s new Turing architecture started leaking out of the Santa Clara-based company’s headquarters. So it didn’t come as a major surprise that the company today announced during its Siggraph keynote the launch of this new architecture and three new pro-oriented workstation graphics cards in its Quadro family.

Nvidia describes the new Turing architecture as “the greatest leap since the invention of the CUDA GPU in 2006.” That’s a high bar to clear, but there may be a kernel of truth here. These new Quadro RTx chips are the first to feature the company’s new RT Cores. “RT” here stands for ray tracing, a rendering method that basically traces the path of light as it interacts with the objects in a scene. This technique has been around for a very long time (remember POV-Ray on the Amiga?). Traditionally, though, it was always very computationally intensive, though the results tend to look far more realistic. In recent years, ray tracing got a new boost thanks to faster GPUs and support from the likes of Microsoft, which recently added ray tracing support to DirectX.

Naveen Rao interview: How Intel aims to win the AI processor war

The battle to create the best artificial intelligence chips is underway. Intel is approaching this challenge from its position as a maker of central processing units (CPUs) or the Xeon microprocessors that dominate the datacenter market. Rival Nvidia is attacking from its position as a maker of graphics processing units (GPUs), and both companies are working on solutions that will handle ground-up AI processing.

Nvidia’s GPUs have already grabbed a good chunk of the market for deep learning neural network solutions, such as image recognition — one of the biggest breakthroughs for AI in the past five years. But Intel has tried to position itself through acquisitions of companies such as Nervana, Mobileye, and Movidius. And when Intel bought Nervana for $350 million in 2016, it also picked up Nervana CEO Naveen Rao.

Rao has a background as both a computer architect and a neuroscientist, and he is now vice president and general manager of the Artificial Intelligence Products Group at Intel. He spoke this week at an event where Intel announced that its Xeon CPUs have generated $1 billion in revenue in 2017 for use in AI applications. Rao believes that the overall market for AI chips will reach $8 billion to $10 billion in revenue by 2022.

Can the US stop the scientific brain drain to China?

The United States is still the preeminent location for scientific research, but this is not a given, and we should not take it for granted. The new policies being implemented by China, and especially their ambition to attract outside talent, could quickly drain the lifeblood of our scientific institutions. Without a determined effort to attract, support, and retain leading researchers, we cannot expect to drive the breakthroughs, technologies, and medicines of the future. Massachusetts has admirably made a strong commitment to biotechnology through the Life Sciences Initiative. But will this be enough to sustain the scientific ecosystem of the entire country?


The United States is in danger of losing its primacy in scientific research.

Ammonia synthesis—the greatest innovation of the 20th century

In addition to being a well-known cleaning product, ammonia is essential in the manufacture of fertilizers. The chemical process to synthesize ammonia has hardly changed in 100 years, and is still essential, although scientists do not know how to mitigate its negative consequences on the environment.

When, during the summer of 1909, the German chemist Fritz Haber achieved the synthesis of ammonia from nitrogen and hydrogen, little could he foresee the enormous significance of his innovation. Years later, his countryman Carl Bosch was able to produce it at industrial scale by using catalysts and high pressure reactors.

Haber and Bosch, who were awarded the Nobel Prize for their research, gave their names to the ammonia production process that been in use since then. In fact, the Haber-Bosch process is perhaps the most significant innovation of the 20th century.

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