The country who most effectively deploys AI models has a big advantage over countries who bury their head in the sand.

I believe that LLM’s will have the capability to fill in for human workers in many important ways. It’s like getting an economic infusion without the associated population growth required.

But we aren’t there yet, so innovation looks like continuing to build out how to efficiently use AI tools. Not necessarily better models, but longer memory, more critical reasoning, etc.

At the same time…there are winner-take-all dynamics and possibility to weaponize that are not good for society in the long-term.

So we need to both encourage innovation while making sure we don’t kill each other in the process.