8lamaster8

8lamaster8 on Hacker News

Re:Announcing three new discoveries in mathematics, computer science, ... on Sunday November 01, 2026 @01:56AM (#50323050)

local p=np global p!=np

why, because of time.

what does it mean, every key is formed only during the process and no other way! if you understand how the key is formed - you can hack that level, but a new level means a new key.

again: understand, insert - hack

but you can't understand how the key is formed, if you don't see it...

for 50 years people have wanted to find the key, the magical key, I got it, and it's not magical

https://zenodo.org/records/23812703

Show HN: Is the "frozen weights" paradigm the main bottleneck for AGI?

Posted by 8lamaster8 on Monday February 16, 2026 @07:10AM
from the show-hn dept.

https://github.com/8lamaster8/hybrid-ai-core/tree/master/autonomous_ai

I believe the bottleneck for AGI is our reliance on static, "pre-frozen" weights. If the logic is frozen during inference, it’s just a glorified lookup table. Real intelligence needs a substrate that rewires itself through experience. As a passion project, I’m building an AI assistant that learns in real-time without any underlying LLM or external generative APIs. Just a heads-up: This is a...

( Read More... | no comments | on HN )