When Context Becomes a Drug: The Engineering Highs and Hangovers of Long-Term LLM Memory

Longer memory doesn’t make AI smarter; it makes it sluggish and confused. Real progress lies in engineered amnesia: compressing meaning, pruning noise, and restoring focus through forgetfulness.