HSBC predicts big tech companies will boost capital expenditure as AI enters a "megacycle." Despite market concerns, these firms are expected to generate substantial operating cash flow, with a significant portion allocated to capex rather than shareholder returns. Nvidia, Alphabet, and Amazon are projected to lead revenue growth.