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Take something on trust
Trust vs. Gullibility
Understanding the fine line between trust and being gullible is crucial to avoid misuse of the phrase. 
Not Always Positive
Using this phrase can sometimes imply naivety or lack of due diligence on the part of the trusting individual. 
Relationship Context
Often used within the context of a relationship that assumes honesty or good faith. 