DeepSearch-World

Hugging Face's top AI papers on July 22, 2026, highlight trends in agentic systems, world modeling, multimodal understanding, video generation, and tooling. Notable papers include TimeLens2 for video …

DeepSearch-Evolve introduces a self-distillation framework for training web agents in a controlled environment, achieving state-of-the-art results on benchmarks like BrowseComp, GAIA, and HotpotQA wit…

Researchers introduced DeepSearch-World, a deterministic and verifiable environment for training web agents, and DeepSearch-Evolve, a self-distillation framework that enables agents to improve from th…