> the dumb zone, where attention drops off and the model starts forgetting what you told it five minutes ago

I use opus 1m context all day every day at work and I simply have never encountered this. I don’t even think about context windows anymore I just let it do what it wants re compaction. Hard for me to understand where this article is coming from.