Evidence and limits
Finding: Interdependent sessions connect stored experience to later actions instead of testing recall alone.
Impact: Watch the recorded review topic (see source), the recorded review topic (see source).
Boundary: Human-crafted benchmark tasks are not longitudinal workplace evidence. Authors overlap MemoryAgentBench; shared research lineage and model judges limit independence. Next: Audit task dependency and success scoring, then compare a no-memory baseline with equal-budget memory variants. Added candidate with Selected full-text review; not an exhaustive evaluation appraisal; not full-text validated, replicated or adopted
Flags: Selected full-text review; not an exhaustive evaluation: Human-crafted benchmark tasks are not longitudinal workplace evidence. Authors overlap MemoryAgentBench; shared research lineage and model judges limit independence.
Record State: Candidate only: not accepted into the reviewed catalog
What was reviewed: Selected full-text review; not an exhaustive evaluation