Tech giants are pouring billions into AI infrastructure, mirroring past "spend big or lose revenue" logic. However, investor concerns are rising about a potential AI bubble. Intel's past overspending disaster serves as a stark warning, highlighting the risks if AI demand falters. While some giants like Alphabet manage spending prudently, others face potential challenges if AI returns don't justify massive investments.