Ximi Hoque · @ximihoque

Unlimited Context Design

From my notes

I am exploring an unlimited‑context architecture for language models, using a two‑tier memory model that mirrors how computer RAM and SSD interact.

interesting fact about the way you design unlimited‑context systems

behave like how our RAM and SSD work together

state your context window is almost full but you still need context

we measure context health and then mutate the existing context

like a smart swap that refreshes just the right bits