Smart cameras provide advanced adaptive traffic monitoring

Effective urban traffic management remains a cornerstone of smart city development. With the rise of autonomous vehicles and connected transportation systems, dynamic surveillance solutions are critical to ensuring smooth traffic flow, minimizing accidents, and optimizing efficiency. However, traditional static camera setups often fail to adapt to rapid changes in traffic conditions, resulting in inefficient monitoring …

LlamaV-o1: Curriculum learning–based LLM shows benefits of step-by-step reasoning in AI systems

A team of AI researchers at Mohamed bin Zayed University of AI, in Abu Dhabi, working with a colleague from the University of Central Florida, has developed a curriculum learning–based LLM, called LlamaV-o1, that its makers claim shows the benefits of step-by-step reasoning in AI systems. In their study, published on the arXiv preprint server …