Steven Tyler says he's been "married" to Aerosmith for 40 years -- but this past year it almost ended in divorce.

The band is going ahead with a new world tour -- but today at LAX, Tyler finally admitted the obvious and said they were definitely livin' on the edge of a permanent breakup.

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