Black Forest Labs released FLUX 3 Action, a 7B open-weight world action model that predicts future frames and actions jointly and placed first on the RoboLab-120 benchmark at 42.92% success, ahead of …
UnifoLM-ER-1, a 4B-parameter embodied reasoning model built on Qwen3-VL-4B, leads open-source models on seven of 16 multimodal perception and understanding benchmarks and matches leading proprietary m…
Tencent researchers found that non-thinking inference modes in hybrid multimodal AI models increase response failures by up to 48.64%, according to a new paper on arXiv introducing the PatternEval ben…
Two July 2026 papers demonstrate that AI models improve by compressing information rather than accumulating it. The Chinese Academy of Sciences' Institute of Automation released PhiZero, a world model…
Researchers propose PhysAgent, an inference-time multi-agent framework that uses a lightweight 4B multimodal large language model, Qwen3-VL-4B, to verify candidate heart-rate estimates from multiple r…
Researchers introduce Mage-VL, an efficient codec-native streaming multimodal foundation model that reduces visual token consumption by over 75% while matching or outperforming flagship encoders. The …
Researchers have developed MobileGym, an Android-like operating system that runs entirely in a browser, enabling verifiable and highly parallel simulation for mobile GUI agent research. The platform c…