Teaching autonomous vehicles to “think ahead” with cognition-driven AI
Peer-Reviewed Publication
Updates every hour. Last Updated: 30-Oct-2026 15:16 ET (30-Oct-2026 19:16 GMT/UTC)
Researchers have developed CogDrive, a cognition-driven framework that helps autonomous vehicles anticipate uncertain human behaviors and make safer decisions in mixed traffic. By integrating multimodal trajectory prediction with safety-aware planning, the system models interaction semantics such as yielding and merging while maintaining robust fallback strategies. Tests on large-scale datasets demonstrate improved prediction accuracy and smoother, more reliable driving performance in dense urban environments.
A new study contrasts Landsat-8, SPOT-7 and field hyperspectral datasets in Hunshandak Sandland, proving high-resolution imagery and red-edge spectral metrics outperform traditional vegetation indices for tracking grassland plant alpha and beta diversity.
According to the research published in the journal Utilities Policy, for the Basque Country to achieve energy self-sufficiency by 2050, in a just, public and independent manner, it would have to reduce energy consumption by 51% and increase regional generation of renewable energy by 386%. The research, carried out by Ortzi Akizu and Erlantz Lizundia of the LCTG group at the EHU, Martin Lallana at LAB and Unai Pascual at BC3, aims to promote debate on the current energy model.
Hormones regulate development and reproduction not only in humans, but in all animals, including pests that threaten livestock and crops. Invasive insect pests cost U.S. agriculture billions of dollars each year, threatening crops and challenging the farming industry. Some mimics of hormones are used to control insect pests, yet scientists still have much to learn about how they work or how insects develop resistance to them.
Biodegradable food packaging materials offer a sustainable alternative to conventional plastics, but their applications are often limited by lower oxygen barrier performance and mechanical strength. Now, Professor Andi Dirpan from Hasanuddin University, along with researchers from India and Malaysia, have developed multilayered polylactic acid films reinforced with microcrystalline cellulose and oxygen scavenger butylated hydroxytoluene. The resulting bioplastic improved oxygen-scavenging functionality with strength, offering the promise of a safe and sustainable solution for food packaging.
Traditional and Indigenous knowledge could play a vital role in addressing some of the world's most pressing challenges, including climate change, biodiversity loss, and poor health and nutrition, according to a new review of current research.
The National Initiative for RNA Biology and its Applications (NIRBA) officially opened its new Hub at the National University of Singapore (NUS) today, marking a significant milestone in Singapore’s efforts to strengthen its capabilities in RNA science and accelerate the translation of research into healthcare, economic and societal impact.
The opening ceremony was officiated by Mr Heng Swee Keat, Chairman of the National Research Foundation (NRF), and attended by leaders from academia, research institutions, industry and government agencies. Serving as the focal point of NIRBA’s hub-and-spoke model, the Hub will unite researchers, clinicians, technology platforms and industry partners to foster interdisciplinary collaboration and accelerate innovation in RNA science.