nuq'be' AI yIjatlhbe'chugh context window'a' Dung?	AI yIjatlhbe'chugh context window'a' Dung, vay' yIjatlhbe'chugh AI Qapla'be'. Context window fixed-size container'a' ghaH.
context window property'a' qapla'be'chugh, nuq ghaH failure mode?	Silent truncation ghaH failure mode. AI warning nob'be'chugh, SuvwI' Qapla'be'.
long document 50-page contract'a' AI review'a' chugh, nuq Dung?	Context window fixed-size ghaH. Document'a' Hoch context window'a' Dung'be'. AI attend'be'chugh vay' outside context window'a'.
context window property'a' gradient'a' qapla'be'chugh, nuq ghaH?	Cliff ghaH. Things work until they don't. Gradual degradation'a' qapla'be'.
front-loading important material nuq ghaH?	Context-as-leverage strategy ghaH. Important material top'a' supply'a' ghaH. Output quality increase'a' ghaH.
"lost in the middle" problem nuq ghaH?	Instruction middle'a' bury'a' chugh, AI catch'be'chugh. Top'a' move'a' chugh, AI catch'a' ghaH.
model corrections'a' learn'a' chugh, nuq ghaH?	Model learn'be'. Current context'a' respond'a' ghaH. Corrections'a' learn'be'.
memory, compaction, projects, larger windows nuq ghaH?	Product features ghaH. Context window cliff push out'a' ghaH. Limitation address'a' ghaH.
cross-session memory context window'a' chugh, nuq problem ghaH?	Continuity expect'a' chugh, context window'a' qapla'be'. Fresh conversation'a' context supply'be'chugh, AI start from zero'a' ghaH.
task cold-start versus context-supplied, nuq difference ghaH?	Context supply'a' chugh, output quality increase'a' ghaH. Mediocre first draft good work'a' change'a' ghaH.