zlacker

>>amrrs+(OP)
This is easily explained by accepting that there is no such thing as LRMs. LRMs are just LLMs that iterate on its own answers more (or provides itself more context information of a certain type). The reasoning loop on an "LRM" will be equivalent to asking a regular LLM to "refine" its own response, or "consider" additional context of a certain type. There is no such thing as reasoning basically, as it was always a method to "fix" hallucinations or provide more context automatically, nothing else. These big companies baked in one of the hackiest prompt engineering tricks that your typical enthusiast figured out long ago and managed to brand it and profit off it. The craziest part about this was Deepseek was able to cause a multi billion dollar drop and pump of AI stocks with this one trick. Crazy times.

>>ivape+qw
The million dollar question is how far can one get on this trick. Maybe this is exactly how our own brains operate? If not, what fundamental building blocks are missing to get there.

>>Too+Z51
> If not, what fundamental building blocks are missing to get there

If I were to guess, the missing building block is the ability to abstract - which is the ability to create a symbol to represent something. Concrete example of abstraction is seen in the axioms of lambda calculus. 1) ability to posit a variable, 2) ability to define a function using said variable, and 3) the ability to apply functions to things. Abstraction arises from a process in the brain which we have not understood yet and could be outside of computation as we know it per [1]

[1] https://www.amazon.com/Emperors-New-Mind-Concerning-Computer...

>>bwfan1+6M1
No. It's not microtubules. Enough with the g-darn microtubules already. https://www.biorxiv.org/content/10.1101/712794v1

"We used an antimicrotubular agent (parbendazole) and disrupted microtubular dynamics in paramecium to see if microtubules are an integral part of information storage and processing in paramecium’s learning process. We observed that a partial allosteric modulator of GABA (midazolam) could disrupt the learning process in paramecium, but the antimicrotubular agent could not. Therefore, our results suggest that microtubules are probably not vital for the learning behavior in P. caudatum. Consequently, our results call for a further revisitation of the microtubular information processing hypothesis."