Topic
science
Study Reveals Patterns of Pre-Trained Deep Learning Model Reuse in Scientific Research
A new empirical study of 17,718 open-access papers reveals how natural scientists reuse pre-trained deep learning models (PTMs). The study finds that 'Biochemistry, Genetics and Molecular Biology' leads in PTM reuse, 'adaptation' is the most common reuse pattern, and the 'testing' stage of the scientific process benefits most from PTM integration.
LLM Manuscript Scoring System Validated Against Peer-Review Outcomes at Major AI Conference
Researchers validate AIPR, an LLM-based manuscript scoring system, against 300 ICLR submissions. The system achieves an AUROC of 0.82 in separating accepted from rejected papers and shows low score variability, offering a reliable first-pass assessment tool.
Technology Solar Overtakes Coal in US Electricity Generation for First Time in May 2026, Ember Reports
For the first time, solar power generated more electricity than coal in the United States in May 2026, according to energy think tank Ember. Solar supplied a record 12.8 percent of US electricity, while coal fell to 12.2 percent, its fourth-lowest monthly share ever. The milestone signals accelerating transition away from coal and has direct implications for global energy commodity trade flows.
Technology AI's Impact on Astronomy: A Double-Edged Sword
AI systems are increasingly integrated into astronomy research, raising concerns about the future of human reasoning and traditional skills in the field. While AI aids in data analysis and problem-solving, it also threatens to diminish essential scientific skills.