The last mile is something amazon has invested in over the past decade. i think e commerce and shipments a fulfilment that's onlyo to become more and more important for businesses as time goes on. How are you thinking about semi conductors this year, and what should investors expect? The phrase global supply chain has been uttered more times than anyone can possibly count. It's going to continue to be a challenge, at least the first half of 20 22.

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