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Apr 10, 2022

Why OpenAI recruited human contractors to improve GPT-3

Posted by in categories: internet, robotics/AI

There are ways around this, but they don’t have the exciting scalability story and worse, they have to rely on a rather non-tech crutch: human input. Smaller language models fine-tuned with actual human-written answers are ultimately better at generating less biased text than a much larger, more powerful system.

And further complicating matters is that models like OpenAI’s GPT-3 don’t always generate text that’s particularly useful because they’re trained to basically “autocomplete” sentences based on a huge trove of text scraped from the internet. They have no knowledge of what a user is asking it to do and what responses they are looking for. “In other words, these models aren’t aligned with their users,” OpenAI said.

Any test of this idea would be to see what happens with pared-down models and a little human input to keep those trimmed neural networks more…humane. This is exactly what OpenAI did with GPT-3 recently when it contracted 40 human contractors to help steer the model’s behavior.

Apr 10, 2022

Hubble captures spiral galaxy in constellation of Serpens

Posted by in category: cosmology

The image from the Hubble Space Telescope shared this week shows a “serpentine” galaxy with winding, snake-like spiral arms, and is appropriately enough located in the constellation of Serpens, or The Snake. Technically known as NGC 5,921, the galaxy is located 80 million light-years away.

The galaxy NGC 5,921 is a type called a barred spiral galaxy, like our Milky Way. The bar refers to the strip of bright light across the center of the galaxy, which is a region of dust and gas where many stars are born — hence why it glows brightly. Around half of known galaxies have bars, and researchers think that they develop as galaxies get older and dust and gas are drawn in toward their center by gravity.

The image was taken as part of a Hubble study into how the supermassive black holes at the hearts of galaxies relate to the stars within them. Hubble used its Wide Field Camera 3 instrument to take the image, which was combined with data from the ground-based Gemini Observatory.

Apr 10, 2022

Smarter 3D printing makes better parts faster

Posted by in category: 3D printing

3D printers may soon get better at producing intricate metal and plastic parts, thanks to new software developed at the University of Michigan that reduces harmful heat buildup in laser powder bed fusion printers.

Called SmartScan, the software demonstrated a 41% improvement in heat distribution and a 47% reduction in deformations in a recent study.

Continue reading “Smarter 3D printing makes better parts faster” »

Apr 10, 2022

Tesla May Start Mining Lithium as Musk Cites Battery Metal Cost

Posted by in category: biotech/medical

There are even more types of viruses in the ocean than researchers once thought. Now they identified a total of 5,504 new marine RNA viruses and doubled the number of known RNA virus phyla from five to 10.

Apr 10, 2022

Researchers discover more than 5,500 new RNA virus species in the ocean

Posted by in categories: biotech/medical, genetics, robotics/AI

Our next challenge, then, was to determine the evolutionary connections between these genes. The more similar the two genes were, the more likely viruses with those genes were closely related. Because these sequences had evolved so long ago (possibly predating the first cell), the genetic signposts indicating where new viruses may have split off from a common ancestor had been lost to time. A form of artificial intelligence called machine learning, however, allowed us to systematically organize these sequences and detect differences more objectively than if the task were done manually.

We identified a total of 5,504 new marine RNA viruses and doubled the number of known RNA virus phyla from five to 10. Mapping these new sequences geographically revealed that two of the new phyla were particularly abundant across vast oceanic regions, with regional preferences in either temperate and tropical waters (the Taraviricota, named after the Tara Oceans expeditions) or the Arctic Ocean (the Arctiviricota).

Apr 10, 2022

Elon Musk now owns 9.2% of Twitter, paying $3 billion for his shares

Posted by in category: Elon Musk

The prolific Twitter user knows from experience what might be the best for the social media platform.


Elon Musk bought 73,486,938 Twitter shares on March 14, amounting to a 9.2 percent stake in Twitter, a U.S. Securities and Exchange Commission (SEC) filing reveals.

The stake makes Elon Musk one of Twitter’s largest shareholders as he now owns more than four times Twitter founder Jack Dorsey’s holding of 2.25 percent, according to the BBC.

Continue reading “Elon Musk now owns 9.2% of Twitter, paying $3 billion for his shares” »

Apr 10, 2022

World’s largest Hydro-Floating Solar Hybrid Project begins operation in Thailand

Posted by in category: energy

The project will also become a new tourist attraction, ready to welcome tourists in early 2022.

Apr 10, 2022

Revisiting Edge Sites of γ-Al2O3 Using Needle-Shaped Nanocrystals and Recoupling-Time-Encoded {27Al}-1H D-HMQC NMR Spectroscopy

Posted by in categories: chemistry, quantum physics

Despite being widely used in numerous catalytic applications, our understanding of reactive surface sites of high-surface-area γ-Al2O3 remains limited to date. Recent contributions have pointed toward the potential role of highly reactive edge sites contained in the high-field signal (−0.5 to 0 ppm) of the 1H NMR spectrum of γ-Al2O3 materials. This work combines the development of well-defined, needle-shaped γ-Al2O3 nanocrystals having a high relative fraction of edge sites with the use of state-of-the-art solid-state NMR to significantly deepen our understanding of this specific signal. We are able to resolve two hydroxyl sites with distinct isotropic chemical shifts of −0.2 and −0.4 ppm and different positions within the dipole–dipole network from 1H–1H single-quantum double-quantum NMR.

Apr 10, 2022

Space station’s first all-private astronaut team welcomed aboard orbiting platform

Posted by in category: space travel

April 9 (Reuters) — The first all-private team of astronauts ever launched to the International Space Station (ISS) were welcomed aboard the orbiting research platform on Saturday to begin a weeklong science mission hailed as a milestone in commercial spaceflight.

Their arrival came about 21 hours after the four-man team representing Houston-based startup company Axiom Space Inc lifted off on Friday from NASA’s Kennedy Space Center, riding atop a SpaceX-launched Falcon 9 rocket.

The Crew Dragon capsule lofted into orbit by the rocket docked with the ISS at about 8:30 a.m. EDT (1230 GMT) on Saturday as the two space vehicles were flying roughly 250 miles (420 km) above the central Atlantic Ocean, a live webcast of the coupling from the National Aeronautics and Space Administration showed.

Apr 10, 2022

Scientists create brain charts that show how the brain changes over a lifetime

Posted by in category: neuroscience

An international team of researchers has created a series of brain charts that show how our brains expand rapidly in early life and slowly shrink as we age.