Almost Constant Digits

How many 10-digit numbers containing only 1s, 2s and 3s can you write?
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How many ten-digit numbers are there which contain only the digits $1$, $2$ or $3$, and in which any pair of adjacent digits differs by $1$?

 

 

If you liked this problem, here is an NRICH task which challenges you to use similar mathematical ideas.