Virtified's MacBook might be good enough. Stanford researchers dropped a research paper in mid-November that challenges the cloud-centric delivery model of AI inference due to the following factors. Here's my bottom line: The "Intelligence Per Watt" framework shows that appropriate AI models running on consumer devices are becoming viable for the majority of everyday queries.