I will use a local coding model for our proprietary / trade secrets internal code when Google uses Claude for its internal code and Microsoft starts using Gemini for internal code.
The flip side of this coin is I'd be very excited if Jane Street or DE Shaw were running their trading models through Claude. Then I'd have access to billions of dollars of secrets.
> I'd be very excited if Jane Street or DE Shaw were running their trading models through Claude. Then I'd have access to billions of dollars of secrets.
Using Claude for inference does not mean the codebase gets pulled into their training set.
This is a tired myth that muddies up every conversation about LLMs
The only legit use case for local models is privacy.
I don't know why anyone would want to code with an intern level model when they can get a senior engineer level model for a couple of bucks more.
It DOESN'T MATTER if you're writing a simple hello world function or building out a complex feature. Just use the f*ing best model.