I'd be careful with this. Genetic changes may result from random processes, but 'evolution' then definitely selects on the basis of fitness.
Further, those initial "random processes" may not be all that random after all, if Stuart Kaufman's ideas are correct:
"...the emerging sciences of complexity begin to suggest that the order is not all accidental, that vast veins of spontaneous order lie at hand. Laws of complexity spontaneously generate much of the order of the natural world. It is only then that [natural] selection comes into play, further molding and refining. Such veins... have not been entirely unknown, yet they are just beginning to emerge as powerful new clues to the origins and evolution of life." [Stuart Kauffman, At Home In The Universe]



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