this post was submitted on 22 Jun 2023
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Why else would they make access to OpenAI/ChatGPT/etc so cheap? So others can build businesses on the tech that get locked in before they jack up the price.
We've seen this rodeo plenty of times now.
I don't disagree with your saying that is why they're doing it - but I wonder how well it will actually work out for them. Natural Language Prompting is hard to "lock in" someone on. Sure, the complex jobs with custom trained models are going to get locked in for sure - but the companies that are just adding "chat bots" to their apps? I don't see the difficulty in migration.
I use OpenAI for one of my projects, and frankly there's little that would keep me from being able to migrate to another service if one came along that gave a better value. An AI platform isn't like an IaaS platform, there really isn't a lot of platform-specific workflows involved, and prompts that work on one LLM should work just about as well on another.
Even for custom trained models, most training data is stored in json, and should be easy to feed into another LLM, though of course tweaking will be required