Moat? An under examined aspect of AI is not just the lack of moats, but the need for some word that connotes the opposite of a moat. I have a side project that I used to explore local AI. I've got a configuration screen that lets you download any model from Huggingface that's compatible with the local AI engine. There are dozens! I've only scratched the surface of trying them and comparing them for the features that use AI. It's a glut, and it's likely to be that way throughout the AI market.
replyUnder examined? No. This is a very common talking point.
replyA glut of models doesn't mean there is no moat. There are several dimensions on which to compete, and it might turn out that being able to produce models that optimize on different dimensions is a difficult and valuable thing to do. It also might not, but the "there is obviously no moat" only comes from people who don't use these things systematically.
If one or more are AWS, GCP, etc. that would make a lot of sense. Connecting to Claude via API via AWS Bedrock is really nice.
replyBack when I was at Amazon they used Anthropic models almost exclusively. Not sure how much that's changed in the last year.
replyI wonder where the China labs supposedly distilling anthropic models rank among the top customers
replytrue, but it's also super easy to switch models via Bedrock (my harness switches subagents between A\, OAI, Kimi, Grok, etc... GLM 5.3 is locked behind some dumb request system which I personally believe is because Amazon is heavily invested in A\) and you're not locked in with the Claude Enterprise features (i swear to god if someone sends another claude artifact instead of publishing to git...)
replyAt a guess - corpos like Big 4 consulting agencies and some extreme fintech ones, also corpos like Oracle and the like. And at another guess, outside of a legal agreement with a fixed time period, probably nothing hold them from quickly switching to a better model provider, if any comes ahead.
replyI'd say more likely the FAANG type companies, suspect big 4 are much smaller.
replyBut the FAANG customers are the opposite of sticky, given that they all have their own models.
And the cost of switching is near zero. It's not like trying to get SAP out of your org.
replyThink of that dependency tree -- those 5 customers have how many customers on their stack?
reply