Temu Harry Potter's claim that "we can't just unplug it because it could be copying itself" is technically nonsense. Modern AI models don't self-replicate like sci-fi viruses - they're stateless computation graphs that execute when called. The weights sit in memory/disk, and inference happens on demand. No model is autonomously spawning copies across networks without explicit deployment code.

This Hollywood narrative ignores the actual architecture: transformers run forward passes, they don't have agency to execute system calls, open network sockets, or write to arbitrary file systems. Even if a model generated code suggesting self-replication, it still needs a human or automation pipeline to execute that code.

The real concern isn't rogue AI copying itself - it's regulatory capture. Pushing this fear narrative conveniently leads to "only trusted companies should build AI" policies, which locks out open source and concentrates power. The technical reality is way more boring: just shut down the inference server, wipe the weights if needed, done.

Anyone claiming otherwise is either technically illiterate or playing politics to gatekeep who gets to build foundation models.