diff --git a/README.md b/README.md
index f06013b2a7..86ae55507e 100644
--- a/README.md
+++ b/README.md
@@ -18,7 +18,7 @@ This repo contains the unleash-server, which contains the admin UI and a place t
 In order to make use of unleash you will also need a client implementation.
 
 <kbd>
-![2016-12-28-211658_1115x752_scrot](https://github.com/Unleash/unleash/raw/master/docs/2017-02-06-130615_942x802_scrot.png)
+![Unleash UI](https://github.com/Unleash/unleash/raw/master/docs/assets/dashboard.png)
 </kbd>
 
 Online demo [version availble on heroku](https://unleash-new-ui.herokuapp.com/#/features).
diff --git a/docs/2017-02-06-130615_942x802_scrot.png b/docs/2017-02-06-130615_942x802_scrot.png
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diff --git a/docs/activation-strategies.md b/docs/activation-strategies.md
index 5f486d49a3..777e477313 100644
--- a/docs/activation-strategies.md
+++ b/docs/activation-strategies.md
@@ -18,11 +18,13 @@ Active for users with a userId defined in the userIds-list. Typically I want to
 ## gradualRolloutUserId
 Gradually activate feature toggle for logged in users. Stickiness based on user id. 
 This strategy guarantees that the same user gets the same experience every time, 
-across devices. It also guarantees that a user which is among the first 10% will also 
-be among 20% roll-out degree. Thus we ensure that users gets the same experience, 
-even if we gradually increase the number of users we expose the feature to. To 
-achieve this we use a hash-algorithm where we normalize the user-id to a number 
-between 1 and 100. 
+across devices. It also guarantees that a user which is among the first 10% will 
+also be among the first 20% of the users. Thus we ensure that users get the same 
+experience. Even if we gradually increase the number of users who are exposed to 
+a particular feature. To achieve this we hash the user id and normalise the hash 
+value to a number between 1 and 100 with a simple modulo operator. 
+
+![hash_and_normalise](assets/hash_and_normalise.png)
 
 **Parameters**
 - percentage - *The percentage (0-100) you want to enable to feature toggle for.*
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