paper web signal

Microsoft HCU Tops OSWorld 2.0 by Giving Agents Three Interaction Channels, Not One

Summary

Screenshot-only computer use forces agents to interpret what they could have read directly from an accessibility tree or executed as code; HCU's principled three-channel architecture sets new OSWorld 2.0 SOTA and gives the field a replicable framework for escaping the human-interaction-prior trap.