Research And Evaluation

CoreTex draws on established memory research, including retrieval-augmented generation, memory operating-system designs, and long-term conversational memory benchmarks, while keeping its own architecture. The benchmark programme tests what growing, changing memory actually needs: temporal updates, conflicts, multi-hop relations, consolidation, deletion, and honest abstention.

Results are validity-gated: evidence that is stale or superseded does not count as useful memory even if it looks relevant. The long-term process is incremental, with miners improving the pipeline, validators reproducing every decision, and installations synchronizing to each accepted release.