Meta plans to sell between $20 billion and $25 billion in investment-grade bonds. The Facebook parent needs this capital to fund massive infrastructure spending for the AI boom. This jumbo bond sale signals a high-stakes bet on compute capacity. Meta will use the funds to scale its hardware footprint for future models.