When you go to a person's feed Pulse Originally only shows you what has been posted to that person's activity stream. If you would like to see everything that that person has posted you need to click the "View Everything" link that is located directly above the activity stream. Privacy and security rules still apply here. If you do not have access to something that that person posted it will not be shown.
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