An probable explanation can be organisms needed to survive but I think that alone can't be a reason for intelligence to evolve. Something other than survival might have motivated for the evolution of intelligence.

EDITED: @Artur, I would like to define intelligence as not efficient search (considered by computer scientist) neither prediction (said by Jeff Hawkins) . It is the principle that follows three fundamental things:

*Minimum Energy

*Least Action Principle

*Minimum Space

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