Wikipedia link race: choosing among thousands of options
The model chooses the next step from hundreds or thousands of links, demonstrating fast decisions with constrained outputs. The post includes a 4:04 video.

After integrating JEV into a custom memory system, retrieval improved by more than 10% in non-traditional knowledge-base mode, with no regressions.
I added JEV to a memory system I built. On the non-traditional knowledge-base mode, retrieval improved by more than 10%. Not one question got worse.