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Researchers use 2D material to reshape 3D electronics for AI hardware

Multifunctional computer chips have evolved to do more with integrated sensors, processors, memory and other specialized components. However, as chips have expanded, the time required to move information between functional components has also grown.

“Think of it like building a house,” said Sang-Hoon Bae, an assistant professor of mechanical engineering and at the McKelvey School of Engineering at Washington University in St. Louis. “You build out laterally and up vertically to get more function, more room to do more specialized activities, but then you have to spend more time moving or communicating between rooms.”

To address this challenge, Bae and a team of international collaborators, including researchers from the Massachusetts Institute of Technology, Yonsei University, Inha University, Georgia Institute of Technology and the University of Notre Dame, demonstrated monolithic 3D integration of layered 2D material into novel processing hardware for artificial intelligence (AI) computing.

AI-Enhanced Imaging: Probing Brain’s Visual Processing

Summary: Researchers used AI to select and generate images for studying brain’s visual processing. Functional MRI (fMRI) recorded heightened brain activity in response to these images, surpassing control images.

The approach enabled tuning visual models to individual responses, enhancing the study of brain’s reaction to visual stimuli. This method, offering an unbiased, systematic view of visual processing, could revolutionize neuroscience and therapeutic approaches.

Tiny robots made from human cells heal damaged tissue

Are robots made from frog cells (Xenopus laevis).


Scientists have developed tiny robots made of human cells that are able to repair damaged neural tissue1. The ‘anthrobots’ were made using human tracheal cells and might, in future, be used in personalized medicine.

Developmental biologist Michael Levin at Tufts University in Medford, Massachusetts, and his colleagues had previously developed tiny robots using clumps of embryonic frog cells. But the medical applications of these ‘xenobots’ were limited, because they weren’t derived from human cells and because they had to be manually carved into the desired shape. The researchers have now developed self-assembling anthrobots and are investigating their therapeutic potential using human tissue grown in the laboratory. They published their findings in Advanced Science.

Levin and his team grew spheroids of human tracheal skin cells in a gel for two weeks, before removing the clusters and growing them for one week in a less viscous solution. This caused tiny hairs on the cells called cilia to move to the outside of the spheroids instead of the inside. These cilia acted as oars, and the researchers found that the resulting anthrobots — each containing a few hundred cells — often swam in one of several patterns. Some swam in straight lines, others swam in circles or arcs, and some moved chaotically.

Robot Dog Designed as Astronaut Companion

A companion robot dog, designed to provide emotional support to astronauts, has been unveiled by a student from South Korea’s Hongik University.

The small-scale robot dog Laika is named after the first dog to orbit the Earth aboard Sputnik 2.

A video shows Laika running, walking, barking and sitting. It’s designed to replicate the movements and behavior of real dogs to provide an approachable design that enables emotional connection for astronauts during lengthy missions.

The Military’s Big Bet on Artificial Intelligence

Number 4 Hamilton Place is a be-columned building in central London, home to the Royal Aeronautical Society and four floors of event space. In May, the early 20th-century Edwardian townhouse hosted a decidedly more modern meeting: Defense officials, contractors, and academics from around the world gathered to discuss the future of military air and space technology.

Things soon went awry. At that conference, Tucker Hamilton, chief of AI test and operations for the United States Air Force, seemed to describe a disturbing simulation in which an AI-enabled drone had been tasked with taking down missile sites. But when a human operator started interfering with that objective, he said, the drone killed its operator, and cut the communications system.

Artificial Intelligence Needs Spiritual Intelligence

One group, A.I. and Faith, convenes tech executives to discuss the important questions about faith’s contributions to artificial intelligence. The founder David Brenner explained, “The biggest questions in life are the questions that A.I. is posing, but it’s doing it mostly in isolation from the people who’ve been asking those questions for 4,000 years.” Questions such as “what is the purpose of life?” have long been tackled by religious philosophy and thought. And yet these questions remained answered and programmed by secular thinkers, and sometimes by those antagonistic toward religion. Technology creators, innovators, and corporations should create accessibility and coalitions of diverse thinkers to inform religious thought in technological development including artificial intelligence.

Independent of development, faith leaders have a critical role to play in moral accountability and upholding human rights through the technology we already use in everyday life including social media. The harms of religious illiteracy, misinformation, and persecution are largely perpetrated through existing technology such as hate speech on Facebook, which quickly escalated to mass atrocities against the Rohingya Muslims in Myanmar. Individuals who have faith in the future must take an active role in combating misinformation, hate speech, and online bullying of any group.

The future of artificial intelligence will require spiritual intelligence, or “the human capacity to ask questions about the ultimate meaning of life and the integrated relationship between us and the world in which we live.” Artificial intelligence becomes a threat to humanity when humans fail to protect freedom of conscience, thought, and religion and when we allow our spiritual intelligence to be superseded by the artificial.

Volcanoes or Asteroid? AI Ends Debate Over Dinosaur Extinction Event

To address the long-standing debate about whether a massive asteroid impact or volcanic activity caused the extinction of dinosaurs and numerous other species 66 million years ago, a team at Dartmouth College took an innovative approach — they removed scientists from the debate and let the computers decide.

The researchers report in the journal Science a new modeling method powered by interconnected processors that can work through reams of geological and climate data without human input. They tasked nearly 130 processors with analyzing the fossil record in reverse to pinpoint the events and conditions that led to the Cretaceous –Paleogene (K–Pg) extinction event that cleared the way for the ascendance of mammals, including the primates that would lead to early humans.

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