Wiki Foundation Model retrieves agent memory from linked markdown wikis
WFM turns an LLM wiki into a graph and retrieves with query-conditioned message passing, so page text and the links between pages shape the result together. The team says a GPU-to-GPU training protocol trains 10.5 times faster and reports strong results on five agent-memory and multi-hop reasoning benchmarks.