OK I just found out how to resolve this.
In content pipeline manager, set settings-build action as Copy. Then pipeline just copies your assets.
So here is how I understand this :
Build action is ‘Build’ then you use Content.Load<>.
Build action is ‘Copy’ then you use FromStream().
Simple as that. I feel dumb to find out this…