Can corporate efficiency gains from artificial intelligence justify the immense capital expenditure cycles underway?

Yes, because cognitive compute will underpin every major industrial process from materials science and drug discovery to legal analysis and automated supply chains. While there will certainly be cyclical market corrections where speculative ventures fail, the fundamental economic surplus created by automating knowledge work will vastly exceed the hundreds of billions of dollars being invested in infrastructure.