diff --git a/notes/ANS Theory.md b/notes/ANS Theory.md
index 2eaccd9..68235e6 100644
--- a/notes/ANS Theory.md	
+++ b/notes/ANS Theory.md	
@@ -31,10 +31,15 @@ To store two coin flips, you might have the first subdivision represent the outc
 | $0.25 - 0.5$  | Tails, Heads |
 | $0.50 - 0.75$ | Heads, Tails |
 | $0.75 - 1.00$ | Heads, Heads |
-Imagine a situation where we want to store the coin flip *Heads, Heads, Tails*. 
+Imagine a situation where we want to store all possible outcomes of three consecutive coin flips *Heads, Heads, Tails*. 
 Encoding this would happen as follows:
 1. First we subdivide the range by the probability of each event happening. The probability of each is 50%, so that's simple. Referring above, we know that heads is represented by the top half of the range, and tails is represented by the bottom half of the range.
 > Because the *first* coin flip resulted in *Heads*, the output value must be between $0.50$ and $1.00$. 
 2. Subdividing the range $0.50$ and $1.00$ again to store the results of the second flip, we end up with values between $0.50$ and $0.75$ representing the sequence *Heads, Tails*, and values between $0.75$ and $1.00$ representing the sequence *Heads, Heads*. 
 > Because the *second* coin flip resulted in *Heads*, we know that the output value must be between $0.75$ and $1.00$
-3. Subdividing the range $0.75$ and $1.00$ yet again, $0.
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+3. Subdividing the range $0.75$ and $1.00$ yet again, $0.750$ - $0.875$ means the third coin flip resulted in *Tails*, and a value in the range $0.875$ - $1.000$ means the third coin flip resulted in *Heads*
+> Because the *third coin flip resulted in *Heads*, any value between $0.875$ and $1.000$ encodes the fact that the first three coin flips went *Heads, Heads, Tails*.
+
+The decoding process performs the same series of steps, but by asking a question instead of outputting a value.
+1. Is the value between $0.00$ and $0.50$? If so, the first coin flip resulted in *Tails*. Otherwise if the value is between $0.50$ and $1.00$, the first coin flip resulted in *Heads*. 
+The above process can be repeated just like the encoding process until we've determined the output of the first three
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