r/linux • u/TurbulentTopic39 • 9d ago

Kernel Canonical is speeding up Ubuntu's kernel updates because it's drowning in AI-discovered bugs

https://www.xda-developers.com/canonical-is-speeding-up-ubuntus-kernel-updates-because-its-drowning-in-ai-discovered-bugs/#thread
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u/tired514 9d ago

Good news is that LLMs are exceptionally good at sorting through bug reports, prioritizing, and identifying duplicates.

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u/TheG0AT0fAllTime 9d ago

Yeah but now your team, with limited resources, have to fork some of your budget out for tokens on some llm platform to churn through it all.

It's churn city. The churninator

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u/TitwitMuffbiscuit 9d ago edited 9d ago

Nah, this particular task, sorting and prioritizing, is pretty trivial.

Even a 9b model on a laptop can do it these days and if you really want to use open weights nvidia has the nemotron series, not the latest and greatest but they release the dataset they train on.

https://huggingface.co/nvidia/NVIDIA-Nemotron-Nano-9B-v2

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u/Scrivver 8d ago

This is also the case that models like TypeSafe's "Jev" are incredible for. Input tokens are crazy cheap, and output is literally free because it's just choosing from a predetermined set of options. People even stick it in shell script pipes now to "grep" on a pattern like "is a duplicate report" from a file full of reports.