Future-Aware Recall aims to help world models choose memory cues

One of its creators introduced Future-Aware Recall (FAR) as a framework for episodic recall in world models. They say it learns which useful cues to trust among those available, arguing that predicting what happens next requires the right memory, not just more memory.