Meta stated on its Q3 2026 earnings call that it expects AI computing cost efficiency to improve tenfold or more next year, which will enable profitability once it achieves scale on the revenue line. CEO Mark Zuckerberg noted that the company is building computing capacity capable of serving over 1 billion people in the coming years.