.@pmarca says the biggest drag on AI may be company structure. Google invented the transformer in 2017. They could’ve shipped GPT-4-level output by 2019, but left it on the shelf over brand and safety fears. That’s the cost of fragmentation. The ones that win will collapse the stack (research, product, and distribution) in one motion.(a16z)