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Re:Astra can read and write weights to improve Qwen by ghosty141 on Monday November 02, 2026 @04:45PM (#50344272)
> What I mean to say is that AI is insanely good at things that we humans would never do since the work would be too monotonous.

In my opinion AI is superior to humans when it comes to pattern recognition in in large amounts of data. For example humans can only hold like 7 distinct numbers in the short term memory and you would require extra context-management (aka writing things down, storing them in a system entry by entry) while the AI can do this effortlessly with huge datasets.

I'd argue this is the core part that enables all this superhuman intelligence.

Re:Astra can read and write weights to improve Qwen by amelius on Monday November 02, 2026 @05:25PM (#50344832)
Not just memory, also its stamina.
Re:Astra can read and write weights to improve Qwen by mrandish on Monday November 02, 2026 @08:36PM (#50346877)
... and speed. Lots of speed.

To me one of the most interesting aspects of observing how LLM capabilities evolve is how it highlights the meaningful ways human minds remain unique and valuable. It gets into Philosophy of Mind stuff but the existence of the inner self (or the illusion it exists, if you believe Dennett) and the subjective experience of qualia do give humans both unique strengths and some of our most annoying weaknesses.

Re:Astra can read and write weights to improve Qwen by mkoryak on Monday November 02, 2026 @05:32PM (#50344936)
SI ?
Re:Astra can read and write weights to improve Qwen by anon291 on Tuesday November 03, 2026 @01:20AM (#50348709)
So I work on low-level compiler backends and such for chips (mostly AI at this point). I completely disagree that this is something humans never do, because I have spent years doing it. However, it's monotonous and boring and LLMs do it better.

> For example humans can only hold like 7 distinct numbers in the short term memory and you would require extra context-management (aka writing things down, storing them in a system entry by entry) while the AI can do this effortlessly with huge datasets.

Correct. For a long time people wer obsessed with 'increasing context length' as if humans have some great context length system in our brains. We don't. I doubt our equivalent of 'context length' (short-term memory) is very long at all. We just have a good training process that puts these memories into long term storage.