Now that has been prove and said by many experts that LLMs are just a big scam unable to reason and generate novelty and there is no way in hell that "agentic" based LLMs will do any incremental to science and the fact that huge neural models are useless for real world problems (because many of them requires low latency and low energy usage).
We need to start pushing neurosymbolic IA again, the average GPToddler is unaware of this area.
What is neurosymbolic IA?: the TDLR; is a deterministic logic reasoning engine operated by neural based systems to find consistent , explainable and formal solutions.
DARPA is paying a lot of money for this kind of systems because they know is the only way to reach useful AI.
Why is nobody talking about?. Serious AI researchers are working on this just the transformer based generative bullshit smoke had spammed everywhere.
https://neus-2025.github.io/
https://www.forbes.com/sites/adrianbridgwater/2025/02/06/why-we-need-neuro-symbolic-ai/

>>105801905 (OP)
>Why is nobody talking about?
because the fake ais can at least make something like your pic, your "real" ai is just theorization
>muh darpa
they want to create a sentient god and still do not understand the rudiments of the already primitive hypersonic missile

>>105801905 (OP)
0/10 no auxillary axillary input

>>105802022
>because the fake ais can at least make something like your pic, your "real" ai is just theorization
you are completely wrong, there are many production systems currently using neuro-symbolic approaches. Recommendation systems, expert systems, control systems
But as I said average promptoddler is unaware of all this
I am not even saying that current IA is fake IA , you can't tell the difference between general reasoning and image generation kek.
>rudiments of the already primitive hypersonic missile
This is what I am talking about, neuro-symbolic IA is useful for automatic model generation and simulation not your sci-fi novels generated by chatgpt.

>>105802022
>your "real" ai is just theorization
this is how I know you never touched wolfram alpha in your life.