The Memory Problem, Baseten | Compile 26

The Memory Problem explains Baseten’s approach to long-horizon tasks by introducing an intermediate memory layer that iteratively compresses KV caches with learned attention, using compaction and KL-regularized training to transform transient context into stable, sample-efficient knowledge.