Intel's foundry business has secured Amazon's AWS as a customer for custom AI chips, boosting Intel's shares by 8%. The deal involves Intel producing an 'artificial intelligence fabric chip' using its advanced 18A process. Intel is also planning cost cuts and restructuring to improve efficiency and profitability.