2 papers
cs.LG2026
Native Geometry vs. Linear Recoverability: How Alignment Changes Platonic Scaling
Angus Hoy, Austin Lutterbach, Jasper Chong +2
Do larger models learn increasingly similar representations of the same world? The Platonic Representation Hypothesis (PRH) predicts that they should, but similar can mean native c…
cs.AI2026
LifeLong Digital Twin: A Unified Modeling Paradigm and Agent Harness for Event-Driven Lifelong Health State Trajectories
Jin Jiang, Sean Yates, Jasper Chong +4
Human health is a continuous, dynamic trajectory shaped by the cumulative interplay of biological processes, clinical events, behaviors and environmental exposures across the life…