No matter what you ask, an LLM will give you an answer. They will never say “I don’t know”

There is a reason for this. LLMs are “rewarded” (just an internal scoring mechanism) for generating an answer. No matter what you say, it will try to maximize the reward value by generating an answer with high hallucination. There is no reward mechanism for saying “I don’t know” to a difficult question.

I am not into research on LLMs, but i think this is being worked upon.

I wrote my own but it’s manageable. I use mods, resource packs, data packs and have a whitelist. I make sure to backup the compose file from time to time.

If you are having an issue managing it, let me know.

A minecraft whitelist. To prevent random people from joining and destroying your MC world.

Please use a whitelist on your server! I cannot stress this enough

And the speaker grill. Too much gunk can reduce the output volume drastically.

I was also about to say headphone jack but now it’s a product of a bygone era.

“But i never have to clean my phone!” /s

• remove dust
• reapply thermal paste
• make sure cables are managed properly for better airflow
• ensure cabinet itself is getting proper airflow

Undervolting is treating the symptom, not the cause.

Think of LLMs as the person who gets good marks in exams because they memorized the entire textbook.

For small, quick problems you can rely on them (“Hey, what’s the syntax for using rsync between two remote servers?”) but the moment the problem is slightly complicated, they will fail because they don’t actually understand what they have learnt. If the answer is not present in the original textbook, they fail.

Now, if you are aware of the source material or if you are decently proficient in coding, you can check their incorrect response, correct it, and make it your own. Instead of creating the solution from scratch, LLMs can give you a push in the right direction. However, DON’T consider their output as the gospel truth. LLMs can augment good coders, but it can lead poor coders astray.

This is not something specific to LLMs; if you don’t know how to use Stackoverflow, you can use the wrong solution from the list of given solutions. You need to be technically proficient to even understand which one of the solutions is correct for your usecase. Having a strong base will help you in the long run.

tmux over screen 👀

I just use docker compose to manage my mc server.

All from the terminal but works very nice.