Acute respiratory failure is a life-threatening condition where the lungs cannot provide sufficient oxygen to the blood or remove carbon dioxide, often requiring immediate medical intervention. It can result from various underlying causes, such as lung diseases, trauma, or neurological disorders, and is diagnosed through clinical assessment and blood gas analysis.