Semiconductor mfg. is a chemical process, not a digital process. So robots won't help.
The more that can be automated, automatically repaired / etc, the cheaper things get and the less humans will be potentially exposed to hazardous chemicals.
It won't improve single core performance, but it will go a long way towards making devices cost less.