Solving the "Stability-Plasticity" dilemma
The "Stability-Plasticity" dilemma from a computational complexity perspective is the ability to perform selective erasure without disturbing the rest of the latent state—and doing so in constant time—is essentially the "holy grail" of dynamic context management.
