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Joined 1 year ago
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Cake day: July 21st, 2023

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  • If generation temperature is non-zero (which it often is), there is inherent randomness to the output. So even if the first number in a statistic should be 1, sometimese it will just randomly pick any other plausible number. Even if the network always picks the correct token as the highest probability, it’s basically doing a coin toss for every token to make answers more creative.

    That’s on top of hoping the LLM has even seen that data during training AND managed to memorize it during training AND that the networks just happens to be able to reproduce the correct data given your prompt (it might not be able to for a different prompt).

    If you want any reliability at all, you need to use RAG AND also you yourself have to double check all the references it quotes (if it even has that capability).

    Even if it has all the necessary information to answer correctly in it’s context window, it can still answer incorrectly.

    None of the current models are anywhere close to producing trustworthy output 100% of the time.





  • I have a Xiaomi, I love their hardware and the fact that it’s bugged by a foreign nation rather than my own. But Xiaomi software is garbage and flashing is an absolute pain. I looked at what rom support modern Xiaomi devices have and I am not impressed. It’s almost all half baked or not privacy oriented. I’ve been struggling with one of said ROMs for years.

    I am sick of flashing one-off ROMs without proper support or OTA, and constant system level bugs.

    I’d love to have a manufacturer with open-source/open hardware focused cheap high performance repairable hardware and with privacy ROMs as a first-class citizen. Like a Fairphone if it was good.

    But sadly all of these devices end up with bad support too in the end.

    I think the main issue is that most ROM developers today only buy the most high end flagship devices, since those are the only ones that get any decent support. I’m guessing that’s because they all got high paying tech jobs now.


  • Yeah the fact that Pixel Phones are the defacto standard for privacy phones is absurd. It’s guaranteed chock full of hardware surveillance tools you can’t remove with custom roms or kernels.

    Outside of the Pixel lineup, custom rom support is almost non-existant in 2024. it’s wild, you can get the same or better hardware for half the price.







  • people need to take a step back and realize we have the capability to trap quasi-omnipotent quasi-demons in our personal computers

    yeah they lie a lot and rarely do what you want them to, but that’s just what demons do

    And it’s all powered by some dark crystals created with light magic that slowly poison the planet

    that’s some arcane bullshit