Toggle light / dark theme

Year 2021 face_with_colon_three


In recent years, the use of deep learning in language models has gained much attention. Some research projects claim that they can generate text that can be interpreted as human writing, enabling new possibilities in many application areas. Among the different areas related to language processing, one of the most notable in applying this type of modeling is programming languages. For years, the machine learning community has been research ing this software engineering area, pursuing goals like applying different approaches to auto-complete, generate, fix, or evaluate code programmed by humans. Considering the increasing popularity of the deep learning-enabled language models approach, we found a lack of empirical papers that compare different deep learning architectures to create and use language models based on programming code.

Year 2021 face_with_colon_three


“This [study] shows us the evolution of the QGP and eventually [could] suggest how the early universe evolved in the first microsecond after the Big Bang,” said co-author You Zhou, an associate professor at the Niels Bohr Institute, University of Copenhagen in Denmark in an official statement.

“First the plasma that consisted of quarks and gluons was separated by the hot expansion of the universe. Then the pieces of quark reformed into so-called hadrons. A hadron with three quarks makes a proton, which is part of atomic cores. These cores are the building blocks that constitutes earth, ourselves and the universe that surrounds us.”

Following the chaotic Big Bang event, the universe was believed to be a violent soup of energy prior to it quickly expanding in a process known as inflation, where the infant universe cools to a point when matter is eventually formed.

The efficacy of implanted biomaterials is largely dependent on the response of the host’s immune and stromal cells. Severe foreign body response (FBR) can impede the integration of the implant into the host tissue and compromise the intended mechanical and biochemical function. Many features of FBR, including late-stage fibrotic encapsulation of implants, parallel the formation of fibrotic scar tissue after tissue injury. Regenerative organisms like zebrafish and salamanders can avoid fibrosis after injury entirely, but FBR in these research organisms is rarely investigated because their immune competence is much lower than humans. The recent characterization of a regenerative mammal, the spiny mouse (Acomys), has inspired us to take a closer look at cellular regulation in regenerative organisms across the animal kingdom for insights into avoiding FBR in humans.

Vertigo3d/iStock.

According to the firm, such TVs are part of its vision to advance the versatility of such screens, allowing users to utilize them in multiple ways. “To achieve this vision, it’s important to re-architect television by eliminating all common frustrations and making it extremely easy to secure televisions on any surface inside homes. By realizing this vision, Displace is effectively creating the next computing platform, and the potential applications are limitless.” said founder and CEO Balaji Krishnan.

A new method can illuminate the identities and activities of cells throughout an organ or a tumor at unprecedented resolution, according to a study co-led by researchers at Weill Cornell Medicine, NewYork-Presbyterian and the New York Genome Center.

The method, described Jan. 2 in a paper in Nature Biotechnology, records gene activity patterns and the presence of key proteins in across , while retaining information about the cells’ precise locations. This enables the creation of complex, data-rich “maps” of organs, including diseased organs and tumors, which could be widely useful in basic and .

“This technology is exciting because it allows us to map the spatial organization of tissues, including cell types, cell activities and cell-to-cell interactions, as never before,” said study co-senior author Dr. Dan Landau, an associate professor of medicine in the Division of Hematology and Medical Oncology and a member of the Sandra and Edward Meyer Cancer Center at Weill Cornell Medicine and a core faculty member at the New York Genome Center.

Ransomware attacks in 2022 impacted more than 200 hundred larger organizations in the U.S. public sector in the government, educational, and healthcare verticals.

Data collected from publicly available reports, disclosure statements, leaks on the dark web, and third-party intelligence show that hackers stole data in about half of these ransomware attacks.

2022 has been a crazy year for Machine Learning and AI Research. Big Tech Companies have released a lot of amazing libraries that will benefit developers a lot. We have seen some great research papers, both from Big Tech Companies and Smaller Groups. Amongst my favorites was the research into self-assembling AI, which shows the potential of exploring alternative modes of AI.

Aerones’ robot decreases downtime by almost ten times and increases annual production by 12 percent.

Although wind turbine towers create clean electricity, they frequently leak oil, damaging the blades, increasing wind resistance, and even polluting the ground below.

Robotics company Aerones saves time and the human workforce by cleaning and inspecting wind turbines with remote-controlled robots.

The spaceplane that will carry passengers to the “space business park” features its own inflatable space habitat.

Amazon founder Jeff Bezos’ space company, Blue Origin, has been hard at work alongside Colorado-based startup Sierra Space on the Orbital Reef project.

The two companies behind the project recently blasted a module prototype for the station to pieces as part of an ongoing test campaign.