AI & ML Research 24 Hours

Last updated: September 6, 2026, 6:11 AM ET

AI & ML Research

A new visual guide explains why positional encoding is critical for time-series transformers, detailing how self-attention loses sequence order and how positional information restores it. Separately, researchers are improving reinforcement learning for complex physics by using reduced order models to enable dynamical system transfer learning.