As Visual Language Models (VLMs) rapidly evolve in the global artificial intelligence landscape, their ability to integrate image analysis with semantic reasoning is becoming increasingly prominent. However, existing major international VLM evaluation benchmarks are primarily designed around controlled scenarios required for academic research, making it difficult for them to directly reflect the diverse, real-time, and highly uncertain challenges encountered in practical urban governance....

Robots are moving beyond controlled environments and into the real world. From humanoid robots and drones to autonomous machines, Physical AI systems will increasingly operate in factories, airports, ports, cities, and other complex environments built for people. Linker Vision is extending its Vision AI platform into robotics — building the spatial intelligence that helps machines understand, learn from, and safely operate in the physical world. With NVIDIA Isaac Sim and Cosmos, real-world...

Computex, Taipei — June 1, 2026 — Linker Vision, a leading AI platform company in Physical AI and Reasoning AI, today announced major expansions of its AI-GRID infrastructure across Taiwan’s cities and transportation systems, powered by NVIDIA AI technologies. The deployments build on the 2026 scale-up expansion of the Kaohsiung lighthouse infrastructure — one of the world’s largest city-scale AI infrastructure environments — and extend autonomous video reasoning capabilities across Taipei...