Breadth grows before perfection
Foundation models can add skills faster than traditional programming, but competence will remain uneven for some time.
More intelligence moves on-device
Local models improve latency, privacy and resilience, while cloud systems remain useful for heavy reasoning and fleet learning.
Smart homes and robots converge
A robot with physical context can become a moving interface for the connected home as standards such as Matter expand.
Human-in-the-loop may persist
Remote assistance can bridge capability gaps, provided it is transparent, private and clearly controlled by the resident.
One robot may not win every job
A household may choose a humanoid, a wheeled companion and several specialized machines. The likely future is a portfolio of embodied devices connected by shared intelligence.