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Chapter 7 Infinite product spaces

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7.5. TWO ZERO-ONE LAWS 17<br />

However P(An) apple P(A)+P(A4An) and so (7.52) gives<br />

This is only possible if P(A) =0 or P(A) =1.<br />

P(A) apple P(A) 2 . (7.57)<br />

Going back to percolation, the above zero-one law tells us:<br />

Corollary 7.27 One of the events {N = 0}, {N = 1}, and {N = •} has probability<br />

one.<br />

Proof. All of these events are translation invariant (or tail) and so they have probability<br />

zero or one. We have to show that P(N = k) =0 for all k 2{2, 3, . . . }. Again,<br />

if this is not the case then P(N = k) =1 because {N = k} is translation invariant;<br />

for simplicity let us focus on k = 2. If P(N = 2) =1 then there exists n 1 such<br />

that the event<br />

( )<br />

d<br />

box [ n, n] is connected to infinity by two disjoint paths that are<br />

Cn =<br />

not connected to each other in the complement of the box [ n, n] d<br />

(7.58)<br />

occurs with probability at least 1/ 2. Indeed, {N = 2} ⇢ S<br />

n 1 Cn and Cn is increasing.<br />

However, the event Cn is independent of the edges inside the box [ n, n] d and<br />

so with positive probability, the two disjoint paths get connected inside the box.<br />

This means that N = 1 with positive probability on the event {N = 2}\Cn, i.e.,<br />

P(N = 1) > 0. This contradicts P(N = 2) =1.<br />

Let us conclude by stating what really happens: we have P(N = •) =0 so we<br />

either have no infinite cluster or one infinite cluster a.s. The most beautiful version<br />

of this argument comes in a theorem of Burton and Keane which combines rather<br />

soft arguments not dissimilar to what we have seen throughout this section.

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