Machine Heart

Jun 26, 2026 · Artificial Intelligence

From Human‑View Video to AI‑Understanding: Peking University’s Artic Framework Boosts Real‑Time AI Video Assistants

The Artic framework redesigns real‑time video communication for AI assistants by integrating model‑aware bitrate adaptation, region‑focused encoding, and a degradation‑aware benchmark, achieving a 15.12% accuracy gain and a 135.31 ms latency reduction in realistic mobile uplink scenarios while incurring modest cost overhead.