Evidence and limits
Finding: Incremental interaction evaluates retrieval, test-time learning, long-range understanding and selective forgetting separately.
Impact: Watch the recorded review topic (see source), the recorded review topic (see source).
Boundary: Some tasks repackage existing datasets, including LongMemEval; these are not independent corroboration. Budget-limited system coverage and assumed context caching bound cost comparisons. Next: Preserve dataset overlap and distinguish measured memory updates from task learning and model knowledge. 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: Some tasks repackage existing datasets, including LongMemEval; these are not independent corroboration. Budget-limited system coverage and assumed context caching bound cost comparisons.
Record State: Candidate only: not accepted into the reviewed catalog
What was reviewed: Selected full-text review; not an exhaustive evaluation