Smallest $k$ such that $\phi(\phi(\phi(..._k(\phi(n)))))=1$
$\phi(2m)\leq m,$ and $\phi(n)$ is even except when $\phi(n)=1.$ So you get $k\leq 1+\log_2(n-1).$
This upper bound can be achieved when $n=2^{2^j}+1$ is a Fermat prime. There might only be finitely man such $n,$ but we can’t do much better for large $n,$ since when $n=2^m,$ $k=m=\log_2(n).$ Indeed, $\lfloor 1+\log_2(2^m-1)\rfloor =m,$ so this is a maximum again.
to check about upper bounds, we print out each time the quantity of interest sets a new record
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n is between 2^(k-1) and 2^k.
diff = n - 2^(k-1)
n: 2 k: 1 factor n 2
n: 3 k: 2 factor n 3 diff 1
n: 5 k: 3 factor n 5 diff 1
n: 11 k: 4 factor n 11 diff 3
n: 17 k: 5 factor n 17 diff 1
n: 41 k: 6 factor n 41 diff 9
n: 83 k: 7 factor n 83 diff 19
n: 137 k: 8 factor n 137 diff 9
n: 257 k: 9 factor n 257 diff 1
n: 641 k: 10 factor n 641 diff 129
n: 1097 k: 11 factor n 1097 diff 73
n: 2329 k: 12 factor n 17 137 diff 281
n: 4369 k: 13 factor n 17 257 diff 273
n: 10537 k: 14 factor n 41 257 diff 2345
n: 17477 k: 15 factor n 17477 diff 1093
n: 35209 k: 16 factor n 137 257 diff 2441
n: 65537 k: 17 factor n 65537 diff 1
n: 140417 k: 18 factor n 140417 diff 9345
n: 281929 k: 19 factor n 257 1097 diff 19785
n: 557057 k: 20 factor n 557057 diff 32769
n: 1114129 k: 21 factor n 17 65537 diff 65553
n: 2384897 k: 22 factor n 2384897 diff 287745
n: 4227137 k: 23 factor n 4227137 diff 32833
n: 8978569 k: 24 factor n 137 65537 diff 589961
n: 16843009 k: 25 factor n 257 65537 diff 65793
n: 35946497 k: 26 factor n 35946497 diff 2392065
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