this post was submitted on 06 Aug 2023
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Programming
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My take: It's because the "trust everything from everybody" model is fundamentally broken.
Note that trust is not only about avoiding malicious or vulnerable code, but also about dependability. Even if you ignore the "supply chain" security problems inherent in this model, it practically guarantees that the breakage you describe will happen eventually.
This is part of why I prefer languages with robust standard libraries, and why I am very picky about dependencies.
I personally don't trust NodeJS libraries that much - I always run projects inside Docker as a regular user with access to the working directory, just in case the supply chain is poisoned.
In the case of Python, particularly when I was testing out the LLaMA model, I just stood up a new VM for that. Back then safetensors wasn't a thing, and the model tensor file format (python pickle-based) could potentially store arbitary code.
Robust standard libraries are amazing to have.
What languages are those? And if you say C/C++ I'm going to laugh
The C++20 or so STL actually has things in it now.
It's been better but still has a long way to go though, particularly regarding string handling