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As artificial intelligence (AI) reaches the peak of its popularity, researchers have warned the industry might be running out of training data – the fuel that runs powerful AI systems.

This could slow down the growth of AI models, especially large language models, and may even alter the trajectory of the AI revolution.

But why is a potential lack of data an issue, considering how much there are on the web? And is there a way to address the risk?

Airbnb CEO Brian Chesky said that the digital home-share company will reap the benefits of artificial intelligence more than hotels, at least in the near term.

“The reason we know this is because AI is mostly changing… the digital world a lot faster than the physical world,” Chesky told reporters during a meeting in New York City on Tuesday. “Because we have more of a digital product, we can actually adapt and change faster.”

Chesky also said that hotels are not going to be different five years from now because of AI, but that Airbnb “will be transformed.”

Earlier, CEO Elon Musk had expressed some caution regarding the production of the highly anticipated Cybertruck.


Tesla.

According to the video by TFLEV(via Electrek), the Tesla Cybertruck will have a length of 18.6 feet, a width of 79.9 inches (without mirrors), and a height of 70.5 inches (at medium setting). The wheelbase will be 143 inches, and the curb weight will range from 6,670 lbs for the dual-motor version to 6,890 lbs for the tri-motor version. The truck will also have a towing capacity of 11,000 lbs and a maximum tongue weight of 1,110 lbs.

Extreme fast charging (XFC) battery technology

StoreDot is a leader in extreme fast charging (XFC) battery technology, which uses silicon-dominant chemistries to enable rapid charging without compromising energy density or safety. The company has successfully validated its “100in5” XFC cell, which can deliver 100 miles of range in five minutes, at an independent battery lab in Israel. The cell has also shown superior performance compared to other EV batteries.

Treating mental disorders with fewer side effects

Now, researchers have managed to genetically modify yeast cells to produce drugs for mental disorders such as schizophrenia with fewer side effects.

“Development of medicines from natural plant substances is widely used. However, since plants do not produce these substances to fight human diseases, there is often a need to modify them to make them more effective and safe,” said Michael Krogh Jensen, a senior researcher at DTU Biosustain and co-founder of the biotech company Biomia.

“Plastic recycling has been touted as a solution to the plastics pollution crisis, but toxic chemicals in plastics complicate their reuse and disposal and hinder recycling.”


As such, plastic recycling today is an essential part of waste management and environmental preservation initiatives. Recycling plastics minimizes the environmental impact of plastic manufacturing, conserves energy, and helps lower the need for new raw materials.

A crucial sustainable process

However, a new study is putting a damper on this crucial sustainable process. Researchers from the University of Gothenburg investigated recycled plastic pellets gathered from 13 different nations and discovered they contained hundreds of hazardous substances, including pharmaceuticals and pesticides.

Year 2015 face_with_colon_three


(Phys.org)—Quantum computers are inherently different from their classical counterparts because they involve quantum phenomena, such as superposition and entanglement, which do not exist in classical digital computers. But in a new paper, physicists have shown that a classical analog computer can be used to emulate a quantum computer, along with quantum superposition and entanglement, with the result that the fully classical system behaves like a true quantum computer.

Physicist Brian La Cour and electrical engineer Granville Ott at Applied Research Laboratories, The University of Texas at Austin (ARL: UT), have published a paper on the classical emulation of a quantum computer in a recent issue of The New Journal of Physics. Besides having fundamental interest, using classical systems to emulate quantum computers could have practical advantages, since such quantum emulation devices would be easier to build and more robust to decoherence compared with true quantum computers.

“We hope that this work removes some of the mystery and ‘weirdness’ associated with quantum computing by providing a concrete, classical analog,” La Cour told Phys.org. “The insights gained should help develop exciting new technology in both classical analog computing and true quantum computing.”

The challenge of measuring adult neurogenesis is difficult, but it’s not impossible. A big part of the solution is knowing what to measure and where. While this new study was performed on rats—and therefore may be a poor predictor of what we’ll see in humans—it can direct future research by showing neuroscientists where to look and what to look for.

And unlike the hard problem of consciousness, unraveling the mysteries of adult neurogenesis may have clinical applications. Better the lifecycle of neurons may reveal how neurological disorders such as Parkinson’s and Alzheimer’s disease emerge. There’s even research linking disorders such as depression and anxiety to neurogenesis activity.

This knowledge may lead to new treatments, but if not, it could also reveal a better understanding of how our lifestyles and environments support brain health and regeneration throughout human life.