KAIST WikiTrace Tackles Agent Memory-Induced Degradation
The counterintuitive finding is that memory can be a liability, not just an asset, for agents — a failure mode most memory frameworks do not test for. Builders of long-running agent systems should treat provenance and traceability of stored lessons as a design requirement rather than an afterthought. The benchmark spread across five environments makes the results easy to compare against your own memory stack.
