The previous paper displayed common sense knowledge transfer from language model to robotics - such as how to clean a coke spill, this one adds Python on top for numerical precision and reliable execution.

Everyone here thinks blue collar jobs are still safe. They're wrong. Stupid robots + language model = smart robots. Don't look at Spot that it only knows how to open dors and climb stairs, it can be the legs for the LLM.

So LLMs besides being AI writers and task solvers, can also code, do data science, operate robots and control application UIs. Most of these have their own startups/large companies behind. I think it's gonna be the operating system of 2030.