There is scaling of pre-training, post training and test time training. There is also key competition for hardware efficiency and efficiency and optimization of all aspects of the hardware and software stacks.
There will be specialized AI models and agent systems that keep only the necessary specialized knowledge needed for particular use cases.
Energy and cost efficiency will be another area of competition beyond improving the base models.