Key take-away: "Domain knowledge makes you better at using LLMs. [...] Human expertise will continue to be useful even as models get stronger. The human is the bottleneck for many tasks,not the model: the difficult part is communicating to the model exactly what kind of solution the human wants. The information is “in the model” already, but it takes a very smart human to pull it out."