Apple’s New Mac Line Is Built for Local AI

Apple’s New Mac Line Is Built for Local AI

Paul’s Perspective: This matters because AI infrastructure is quickly becoming a capital allocation decision, not just a tech preference. Leaders who understand where local ownership delivers privacy, speed, and cost control—and where cloud systems still...
Andrew Ng on Where the Biggest AI Opportunities Are

Andrew Ng on Where the Biggest AI Opportunities Are

Paul’s Perspective: This matters because many companies are spending too much time reacting to AI headlines and not enough time redesigning work. The practical opportunity is to identify where AI can remove friction, raise output, and help existing teams perform...
This Small AI Model Could Change Everything

This Small AI Model Could Change Everything

Paul’s Perspective: This is important because it signals a shift from AI being dominated by only the biggest players to AI becoming operationally useful for far more companies. If smaller models keep closing the performance gap, businesses can move faster on...
US Solar Factories Are Expanding Every Month

US Solar Factories Are Expanding Every Month

Paul’s Perspective: This matters because domestic manufacturing scale changes the economics and reliability of the solar market, not just the headlines. Companies that understand where capacity, incentives, and supply chains are moving will be better positioned...