AI & ML Research 8 Hours

Last updated: September 5, 2026, 2:13 PM ET

AI & ML Research

A new visual guide explains why transformers require positional encoding for time-series tasks, showing how self-attention loses sequence order without it. Separately, researchers propose using reduced order models to improve reinforcement learning transfer for complex physics, cutting computational costs while retaining accuracy.