After being blindsided by generative AI, late-to-the-party Apple still has “around two years” to get AI right, but to do so, they will likely need to significantly increase their AI related investments, longtime Apple analyst Gene Munster says. Gene Munster for Deepwater Asset Management: After years of leaning on on-device machine learning, Apple arrived late to an AI race already dominated by OpenAI, Microsoft, Google, and Meta. Two years ago, Craig Federighi’s team flagged the need for tens of thousands of GPUs, but he delayed spending amid doubts about ROI. When Apple finally moved, then-CFO Luca Maestri approved a slimmed-down budget while Apple’s competitors were ramping up investments. Additionally, Apple’s AI chief, John Giannandrea, questioned consumer demand for chatbots…