Researchers from SANKEN at The University of Osaka have successfully developed a groundbreaking “self-evolving” edge AI technology that enables real-time learning and forecasting capabilities directly within compact devices. This innovation, termed MicroAdapt, achieves unprecedented speed and accuracy. It processes data up to 100,000 times faster and achieves up to 60% higher accuracy compared to conventional state-of-the-art deep learning methods. This achievement represents a major advance toward next-generation real-time AI applications across manufacturing, automotive IoT, and medical wearables, addressing critical limitations of existing cloud-dependent AI.

Researchers have designed a new energy-absorbing component for cars using a regular hexagonal polyether ether ketone (PEEK) honeycomb core. This innovative design boosts the average crash load by 18.1% compared to standard hollow structures while being approximately 19% lighter than conventional aluminum foam fillers. It achieves an ideal balance between superior crash protection and vehicle lightweighting, demonstrating significant potential for the next generation of vehicles.

Researchers at Osaka Metropolitan University uncovered early hepatic changes associated with type 2 diabetes by analyzing primary hepatocytes from prediabetic Otsuka Long-Evans Tokushima Fatty rats.

Computational method accurately predicts the optimal ligand for a photochemical palladium catalyst that enables new alkyl ketone radical reactions.

A set of three new tools out of the Medical University of South Carolina, introduced in recent articles in the Journal of Clinical and Translational Science, seeks to improve the rigor of decentralized clinical trials. CheatBlocker helps to address enrollment fraud; QuotaConfig aims to counter bias in clinical trials and MyTrials facilitates remote biomarker data collection throughout the trial.

Researchers have captured unprecedented images of the mechanisms that allow mosquitoes, the world’s deadliest animal, to target our blood. The scientists used advanced imaging technology to assemble detailed visualizations of the neurons within hairs that mosquitoes use to detect us as blood hosts.

A new study reveals that a small but powerful component of biochar, known as dissolved organic matter, plays a surprisingly large role in capturing toxic lead from contaminated water. The research, published in Biochar, uncovers how this dissolved material enhances the metal-binding power of biochar and offers molecular-level insights that could guide safer and more effective cleanup strategies.