#future-prediction
Research tagged future-prediction: explanations, evidence, limitations and connections between papers.
5 results
DiffuPlex lets spoken-dialog models predict ahead and revise drafts
DiffuPlex predicts future conversation frames to reduce model calls while preserving tested interaction behavior.
A world model checks whether GUI actions lead as expected
LGWM checks GUI transitions by comparing predicted and observed screens, and distinguishes harmful from benign mismatches in tested cases.
Juno connects robot predictions to motion and action learning
Juno links motion-aware robot predictions to action learning, with gains in tested simulation tasks and physical shifts.
Robot history helps most when video learning predicts forward
Robot tests find longer visual history helps after causal video pretraining, while bidirectional pretraining shows no net gain.
Robot models learn from executed action alternatives to predict failures
CureWM repairs released robot world models with executed action alternatives, improving success–failure prediction in several tested settings.