Why did volcanic activity continue on the Moon long after its formation? Part of the answer may lie deep beneath the lunar surface, where tidal forces could have generated concentrated regions of internal heating.

LEAD Integrating big data and artificial intelligence offers a sustainable solution to optimize feed efficiency and reduce the environmental footprint of global poultry farming.

Dialogue discourse parsing aims to capture the relationships between utterances in a dialogue, facilitating a deeper understanding of dialogue structures and semantics, especially in long and complex dialogues. Existing research often develops separate dialogue discourse parsers for text-only and multimodal scenarios, largely due to the scarcity of parallel multimodal annotated datasets. This separation limits the ability to fully utilize diverse data with different modalities and poses challenges for real-world artificial intelligence applications.

Researchers have released CHN10-CUG, a high-resolution road dataset covering ten Chinese cities with road-surface, centerline and graph annotations.

AI is shifting myopia care from risk prediction to clinical decision support.

Multimodal models improve prediction of myopia onset and progression.

AI enables individualized response prediction across major myopia treatments.

Clinical translation is limited by heterogeneity, opacity, cost, and bias.

Patient-centered AI may support lifelong precision management of myopia.