Comment by pu_pe

It's not slightly better margins, we are talking about huge cost reductions on the main expense which is compute. In a context where companies are making trillion dollar investments, it matters a lot.

Also, performance and user choice are definitely impacted by compute. If they ever find a way to replace a job with LLMs, those who can throw more compute at it for a lower price point will win.