Large language models reshape the future of task planning
Peer-Reviewed Publication
Updates every hour. Last Updated: 23-Jan-2026 23:11 ET (24-Jan-2026 04:11 GMT/UTC)
Physicists used a machine-learning method to identify surprising new twists on the non-reciprocal forces governing a many-body system.
A newly developed white organic light-emitting diode operates at under 1.5 volts, report researchers from Institute of Japan. By using triplet–triplet annihilation to generate blue light at low voltage and adding in yellow and sky-blue dopants, the research team achieved efficient white emission. This breakthrough could contribute to reducing energy consumption in the future in state-of-the-art displays, including television backlights and lighting devices, advancing portable electronics and sustainable technologies.