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This Brain-Inspired Memristor Could Finally Solve AI’s “Catastrophic Forgetting”

A new kind of memristor mimics how the brain learns by combining analog and digital behavior, offering a promising solution to the problem of AI “catastrophic forgetting.”

Unlike traditional deep neural networks that erase past knowledge when learning something new, this innovative component may retain previous learning, just like our own brains.

Understanding “Catastrophic Forgetting” in AI.

Automated insulin delivery improves glycemic control of type 2 diabetes in randomized trial

Jaeb Center for Health Research conducted a randomized controlled trial evaluating the impact of automated insulin delivery (AID) in adults with insulin-treated type 2 diabetes. AID significantly lowered glycated hemoglobin (HbA1c) levels and improved glucose control compared to standard insulin therapy with continuous glucose monitoring (CGM).

AID therapy resulted in a mean HbA1c reduction of 0.9 percentage points over 13 weeks, while the control group experienced a 0.3 percentage point reduction.

Automated systems have demonstrated benefits for patients with type 1 diabetes, yet their efficacy and safety for individuals with type 2 diabetes remain less established. Prior studies have either lacked randomized controlled designs or involved limited sample sizes, creating a gap in clinical understanding.

Japan’s Do-or-Die Space Defense Program: Commercial Technology to Play Key Role in New Architecture

Japan’s fledgling space defense sector is taking its cues from the US Space Development Agency, which is pursuing a novel concept based on constellations of small satellites and maximum use of existing commercial technologies. Space policy researcher Umeda Kota discusses the challenges facing Japan as it embraces the SDA’s “proliferated architecture” for military communications, missile detection and tracking, and other purposes.

Scientists Just Found the Secret Difference Between Human and Primate Brains

Researchers discovered uniquely human neuroanatomical features in a study comparing human brains to macaque and chimpanzee brains.

A groundbreaking study reveals that what makes humans unique isn’t just intelligence but also emotional and social cognition. Comparing brain scans of humans, chimpanzees, and macaques, researchers found that key brain connections related to emotions and social interactions are distinctly human, highlighting the deep-rooted role of relationships in human evolution.

What makes the human brain unique?

What Happens When You Swap Atoms? A Nanotech Revolution Begins

Cadmium-based nanostructures are opening new possibilities in near-infrared (NIR) technology, from medical imaging to fiber optics and solar energy.

A major challenge in their development is controlling their atomic structure with precision, which researchers at HZDR and TU Dresden tackled using cation exchange. This technique allows for precise manipulation of nanostructure composition, unlocking new optical and electronic properties. The research highlights the crucial role of active corners and defects, which influence charge transport and light absorption. By linking these nanostructures into organized systems, scientists are paving the way for self-assembling materials with advanced functions, from improved sensors to next-generation electronics.

Harnessing Near-Infrared Light with Cadmium-Based Nanostructures.