nuq'a' ghaH "context degradation"?	ghaH phenomenon'e' nuq'a' context law'a' worse results neH.
'ar context pagh optimal results?	not always law'a' more context better answers. limit ghaH how much model hold mind'e'.
nuq'a' "serial position effect"?	recall pattern nuq'a' words beginning end'e' best, middle'e' worst.
"Lost in the Middle" research'e' accuracy'a' qapla'?	accuracy drops 30%+ when key facts middle'e' land long contexts'e'.
why LLMs serial position effect show?	transformer attention patterns edges context window'e' heavily weight.
dangerous pattern context engineering'e' nuq'a'?	key instruction middle buried, system prompt chat messages between'e'.
safer pattern context engineering'e' nuq'a'?	key instruction beginning'e' place, end'e' repeat.
context engineering core tension'a' nuq'a'?	not just what include, but where put what leave out.
"more context ≠ better results" why?	every context add other pieces middle push, attention dead zone'e' create.
context engineering fix'a' nuq'a'?	not more, smarter curate ruthlessly, place strategically, repeat matters.