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In this talk, I will review the progress towards the development of Silicon sensors able to track particles in 4D with a precision of ~ 10 microns and ~ 10 picoseconds. I will show why thin Silicon sensors with moderate internal gain are a very promising technology to achieve this goal, and how we can make this technology radiation tolerant so that sensors can work after being exposed to fluences well above 1E15 n/cm$^{2}$.