Patterns of successful AI research labs

I stumbled upon a post of mine written a year ago, right after the loud DeepSeek R1 release. I would add something about the mission worth fighting for and the research taste today. Reads fresh otherwise. Deep expertise in GPU/TPU programming. Sharded matmuls and communication collectives are the most important building blocks of modern AI systems. Not a lot of engineers have years of experience…