Knowl, an agent memory tool that runs as an MCP server, announced it scored 90 out of 100 on the MemoryAgentBench FactConsolidation-SH benchmark at 262K, addressing the problem of stale agent memory. …
Knowl, an open-source agent memory system, retires stale facts when they change by splitting knowledge into atomic units and flagging conflicts as superseded. In benchmarks on MemoryAgentBench FactCon…
Researchers introduced StateFuse, a conflict-aware replicated memory contract for multi-agent systems that preserves contradictory observations instead of collapsing them. In evaluations, StateFuse en…
CEM888.AI announced that its agent Vetta achieved the highest published scores on the MemoryAgentBench benchmark at ICLR 2026, with 99.9% on AR Retrieval and 77.2% on BEAM Memory, outperforming GPT-4.…