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Blind drunk
Colloquial Usage
The phrase 'blind drunk' is informal and used mostly in casual speech or writing. 
Visual Impairment
The word 'blind' in 'blind drunk' exaggerates the effect of alcohol to the point of not being able to see. 
Impairment of Actions
Being 'blind drunk' suggests severe impairment, leading to difficulty in performing normal actions. 