Capek 0.5: A New Vision-Language Model for Embodied Intelligence

A recent paper published on arXiv presents Capek 0.5, an embodied vision-language model intended to act as the reasoning foundation for robots. This model is structured around a capability taxonomy focused on execution, categorizing embodied abilities based on their functional roles during task performance, rather than by specific datasets or tasks. The taxonomy includes four families of capabilities: Spatial Reasoning, Temporal Understanding, Action Guidance, and a fourth that is not elaborated in the abstract. The authors contend that robot execution is a repetitive process, where each action modifies the scene and physical state, necessitating ongoing perception, reasoning, and verification. Current methods often tackle these capabilities in isolation, failing to consider their integration for overall execution. Capek 0.5 seeks to resolve this by aligning capabilities with their roles throughout the execution process. The paper can be found on arXiv under identifier 2608.06756, categorized as 'new', and is pertinent to embodied intelligence, robotics, and vision-language models.