Topic
long-horizon
Artificial Intelligence #ai#artificial intelligence
S1-DeepResearch: New AI Agent Combines Search and Synthesis for Long-Horizon Research Tasks
Researchers introduce S1-DeepResearch, a unified framework for training deep research agents that combine closed-ended QA with open-ended exploration. The 32B-parameter model achieves state-of-the-art among open-source models across 20 benchmarks spanning reasoning, instruction following, report generation, file understanding, and skills usage.
Jun 16, 2026 1 source
Artificial Intelligence #video diffusion#nature video
Steady-Forcing: New AI Framework Balances Spatial Persistence and Motion in Long-Horizon Nature Video Generation
A team of researchers has introduced Steady-Forcing, a framework designed to address the stability-motion trade-off in long-horizon nature video generation. The method combines a persistent visual anchor, motion memory, and distillation from a large teacher model to maintain background identity while sustaining fluid dynamics over multi-minute rollouts.
Jun 16, 2026 1 source