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Artificial intelligence (AI) pioneer Geoffrey Hinton, one of the trailblazers of the deep learning “revolution” that began a decade ago, says that the rapid progress in AI will continue to accelerate.

In an interview before the 10-year anniversary of key neural network research that led to a major AI breakthrough in 2012, Hinton and other leading AI luminaries fired back at some critics who say deep learning has “hit a wall.”

China appears to be a leader in maglev technology and continues to find innovative ways to use it.

A car equipped with magnetic levitation (maglev) technology has been successfully tested on a highway in East China’s Jiangsu province, according to an article by China Daily.


Provincial transport authorities are testing a new highway lane for maglev cars. The experiment saw a 2.8-tonne car float 35 millimeters above the road and run smoothly on a highway without crashing or veering.

A treatment developed by a Japanese doctor and his team is helping women with premature menopause to give birth with their own eggs. Premature menopause is triggered by a malfunctioning of the ovaries and affects even those in their teens. The treatment involves activating dormant primordial follicles. We focus on the method, which has been described by TIME Magazine as a global breakthrough. We also introduce herbs that can alleviate symptoms such as those of menopause.

Article originally published on LINKtoLEADERS under the Portuguese title “Sem saber ler nem escrever!”

In the 80s, “with no knowledge, only intuition”, I discovered the world of computing. I believed computers could do everything, as if it were an electronic God. But when I asked the TIMEX Sinclair 1000 to draw the planet Saturn — I am fascinated by this planet, maybe because it has rings —, I only glimpse a strange message on the black and white TV:

One of the biggest contributions in the near future could come from smaller, more compact reactors. Several microreactor designs are currently under development in the United States that will be smaller in size, more flexible to operate and versatile enough to provide energy to end users for a variety of services ranging from electricity production to water purification.

Circa 2017 I think with a light into matter laser we could create water but this idea could be a first step.


Lasers are one of the iconic breakthroughs of 20th century science. They produce coherent photons in tight beams of specific energy. They can transmit data, detect molecules, and burn through metal. The photons they produce also have significant momentum.

And that raises an interesting question. Is it possible to transfer this momentum to generate matter rays such as a liquid flow? Not until now.

AI image generation is here in a big way. A newly released open source image synthesis model called Stable Diffusion allows anyone with a PC and a decent GPU to conjure up almost any visual reality they can imagine. It can imitate virtually any visual style, and if you feed it a descriptive phrase, the results appear on your screen like magic.

Some artists are delighted by the prospect, others aren’t happy about it, and society at large still seems largely unaware of the rapidly evolving tech revolution taking place through communities on Twitter, Discord, and Github. Image synthesis arguably brings implications as big as the invention of the camera—or perhaps the creation of visual art itself. Even our sense of history might be at stake, depending on how things shake out. Either way, Stable Diffusion is leading a new wave of deep learning creative tools that are poised to revolutionize the creation of visual media.

Well that’s a game changer.


Researchers have created a solar-powered device that produces hydrogen fuel directly from moisture in the air.

According to its inventors, the prototype produces hydrogen with greater than 99% purity and can work in air that is as dry as 4% relative humidity. The device would allow hydrogen to be produced without carbon emissions even in regions where water on land is scarce, they say.