Can an LLM lose conceptual continuity while remaining coherent?
Hugging Face Forums [Unofficial]
June 11, 2026
I am taking your comment as an interesting side-quest for a later moment! Now I want to show you (and anyone reading) a comment about the current state of the system:
* Uses proven working TIS components
* NIAH: 100% at all budgets (structural learning works)
* LITM: 46.1% @ 50% (oracle-tier, semantic learning blocked)
This means that my system solves Needle-In-A-Haystack problem at KV budgets from 25% to 100% while the main problem, the Lost-In-The-Middle problem, which is a generalization of NIAH, is what’s becoming my main focus right now!
By the way .. can you sponsor me at ArXiv later on, when I’m ready to publish? Thanks!
Discussion in the ATmosphere