Warren Buffett's Berkshire Hathaway has invested $10 billion in Alphabet's initiative to enhance its AI infrastructure, which is part of a larger $80 billion funding effort. Alphabet anticipates its capital expenditures will reach $190 billion by 2026, indicating strong growth in the AI sector.