Summary
Microsoft Research published Memora on June 30, 2026 — an agentic memory framework achieving SOTA on LoCoMo (86.3%) and LongMemEval (87.4%) while using up to 98% fewer context tokens than full-context inference. Paper at ICML 2026; code on GitHub.
Source Analysis
Primary source: Microsoft Research Blog, June 30, 2026.
PreScreening Notes
Score: 2 — Duplicate of an item already in the pipeline (pipeline/3-evaluated/2026-06-30-microsoft-memora-agent-memory.md). Same source URL and story; stale re-ingest left in 1-incoming/ after prior prescreening. Rejected to prevent parallel tracking.