Top AI Papers on Hugging Face - 2026-07-15

Hugging Face's top ten AI papers currently highlight interests in long-term agents, robotics foundation models, video understanding, visual pretraining, AI memory, and efficient training methods. Specifically, the paper Weak-to-Strong Generalization via Direct On-Policy Distillation is featured. Meanwhile, Canadian wildfire smoke is inhibiting bright days, causing smoky skies. A cold front is expected to bring lower humidity from the north on Wednesday, with low-end shower threats persisting through today and tomorrow in the affected region.