OpenAI is doing the same with compute. They're going to have more compute than everyone else combined. It will give them the scale and warchest to drive everyone else out. Every AI company is going to end up being a wrapper around them. And OpenAI will slowly take that value too either via acquisition or cloning successful products.
OpenAI and Anthropic are signing large deals with Google and Amazon for compute resources, but ultimately it means that Google and Amazon will own a ton of compute. Is OpenAI paying Amazon's cap ex just so Amazon can invest and end up owning what OpenAI needs over the long term?
For those paying Google, are they giving Google the money Google needs to further invest in their TPUs giving them a huge advantage?
Google is a viable competitor here.
Everyone else is missing part of the puzzle. They theoretically could compete but they're behind with no obvious way of catching up.
Amazon specifically is in a position similar to where they were with mobile. They put out a competing phone but with no clear advantage it flopped. They could put out their own LLM but they're late. They'd have to put out a product that is better enough to overcome consumer inertia. They have no real edge or advantage over OpenAI/Google to make that happen.
Theoretically they could back a competitor like Anthropic but what's the point? They look like an also ran these days and ultimately who wins doesn't affect Amazon's core businesses.
While I can see Anthropic or any other leading on API usage, it is unlikely that Anthropic leads in terms of raw consumer usage as Microsoft has the Office AI integration market locked down
Every image/video/text post on a meta app is essentially subsidized by oai/gemini/anthropic as they are all losing money on inference. Meta is getting more engagement and ad sales through these subsidized genai image content posts.
Long term they need to catch up and training/inference costs need to drop enough such that each genai post costs less than net profit on the ads but they’re in a great position to bridge the gap.
The end of all of this is ad sales. Google and Meta are still the leaders of this. OpenAI needs a social engagement platform or it is only going to take a slice of Google.
Do you have any sources backing this? As in "more engagement and ad sales" relative to what they would get with no genai content
No, it’s Amazon that’s doing this. OpenAI is paying Amazon for the compute services, but it’s Amazon that’s building the capacity.
It's still all about the (yet to be collected) data and advancements in architecture, and OAI doesn't have anything substantial there.
A relatively localized, limited lived experience apparently conveys a lot that LLM input does not - there's an architecture problem (or a compute constraint).
No amount of reddit posts and H200s will result in a model that can cure cancer or drive high-throughput waste filtering or precision agriculture.
Its slow as balls as of late though. So I use a lot of sonnet 4.5 just because it doesn't involve all this waiting even though I find sonnet to be kinda lazy.
the race is for sure on: https://menlovc.com/perspective/2025-mid-year-llm-market-upd...
I started working in 1997 at the height of the dot com bubble. I thought it would go on forever but the second half of 2000 and 2001 was rough.
I know a lot of people designing AI accelerator chips. Everyone over 45 thinks we are in an AI bubble. It's the younger people that think growth is infinite.
I told them to diversify from their company stock but we'll see if they have listened after the bubble pops