GitHub

ReconVLA: Reconstructive Vision-Language-Action Model as Effective Robot Perceiver

We present ReconVLA, an implicit grounding paradigm for Vision-Language-Action models that reconstructs gaze regions to focus visual attention, achieving precise manipulation and strong generalization ...

Mistral's Small 4 consolidates reasoning, vision and coding into one model — at a fraction of the inference cost

Mistral's Small 4 combines reasoning, multimodal analysis and agentic coding in a single open-source model with configurable inference effort, offering enterprises a lower-cost alternative to running ...
IEEE

Toward Unified Expertise: Learning a Single Vision Model from Diverse Perception

Abstract: Multi-task learning (MTL) presents greater optimization challenges than single-task learning (STL) due to conflicting gradients across tasks. While parameter sharing promotes cooperation ...
Machine Design

Physical AI Hype vs Reality: Kung Fu Robots are Cool...But Should You Hire One?

Martial arts robots may play well on stage, but can they get work done? A look at what it takes to deliver the reliability and safety required for autonomous robotic systems ...