The student kit gives 280 buildings with floor plans and equipment lists, a starter agent and a scorer, and asks teams to find equipment and route people around closed areas. The split is right: the agent talks, a deterministic graph of rooms and doors does the routing.
For facility and plant engineering teams: a template for site navigation agents.
Citing CNBC, the post says TikTok's US business wants multiple gigawatts of computing capacity, with one source pointing to 4 GW by the early 2030s. That is another large buyer in the queue for turbines, transformers and interconnection.
The post and article walk through the sourcing, quality control, kitting and deployment work needed to build the same open-source robot 50 times. The repo makes a robot open; the supply chain and QC make it buildable.
Double-counting every fixture is how you get estimators to trust an AI takeoff.
For Electrical estimators and preconstruction teams: