LocalLLaMA
Welcome to LocalLLaMA! Here we discuss running and developing machine learning models at home. Lets explore cutting edge open source neural network technology together.
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As ambassadors of the self-hosting machine learning community, we strive to support each other and share our enthusiasm in a positive constructive way.
Rules:
No harassment or personal character attacks of community members. I.E no namecalling, no generalizing entire groups of people that make up our community, no baseless personal insults.
No comparing artificial intelligence/machine learning models to cryptocurrency. I.E no comparing the usefulness of models to that of NFTs, no comparing the resource usage required to train a model is anything close to maintaining a blockchain/ mining for crypto, no implying its just a fad/bubble that will leave people with nothing of value when it burst.
No comparing artificial intelligence/machine learning to simple text prediction algorithms. I.E statements such as "llms are basically just simple text predictions like what your phone keyboard autocorrect uses, and they're still using the same algorithms since <over 10 years ago>.
No implying that models are devoid of purpose or potential for enriching peoples lives.
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LLMs don't have reasoning nor internal logic. If you take a look at the "thinking" feature AIs like Gemini introduced, this becomes even more obvious. In order to have the most basic type of analysis possible, it must hallucinate an entire context window to force the language model to reach a specific conclusion.
There's zero world in which LLMs replace humans. They might, temporarily, be convincing enough to trick a few CEOs... But that period of time won't last long.
Now, a human being assisted by AI on Microsoft Word or their Python IDE, sure.
extrapolate. what in 10 years?
If they're still LLMs? Nothing much changes.
https://arxiv.org/abs/2505.13763
new papers come out by the hour (literally) and i cant keep up. xD
as i've read somewhere, finite state machines cannot be sentient, or "intelligent" as we expect them to be. An LLM can not learn new things once trained. I'm waiting for a new breakthrough in this field, to be fully convinced about getting replaced.
or rather ask ai, it can give a better answer than me. xD