Top AI Papers on Hugging Face - 2026-06-25

The top ten AI papers on Hugging Face for June 25, 2026, indicate a clear shift from question-answering models toward agents capable of acting within the world. Key trends include memory systems, OS-native AI, real-time multimodal models, and scientific discovery benchmarks. Specifically, Qwen-AgentWorld introduces language world models for general agents. These developments highlight a broader movement toward AI integration with mobile GUI, video processing, and LLM diffusion to enhance practical real-world applications and agent autonomy.