I really don't get this. Sure there is hype. But LLM's have already changed our industry, and it will never be the same.

I don't care whether the LLM can solve this or that mathematical previously thought unsolvable theorem. What I do care about is can it write good, maintainable code. And every new release of frontier models - they get better at it.

Good output depends on good input (prompt), and a good set of available tools the model can use to verify their work. If given this, nowadays really you need to try to get the model to output garbage.

Anthropic is now running at $100B in annual revenue. Based on a quick Google, that's about 3 OOMs greater than the biggest NFT company.