· 3 items
arXiv ↗
Affora: A Design System for Agent-Friendly Interfaces
- What
- Affora introduces a design system for agent-friendly software interfaces.
- Why
- It improves machine readability without disrupting human workflows.
- Impact
- Improves voice and computer-use agent UI reliability.
arXiv ↗
Ask the Tool, Don't Guess: Agent Tool Calls Hold Their Progress, and…
- What
- Serving systems are proposed that read tool calls to hold their progress.
- Why
- It addresses the wall-clock waiting time and GPU memory waste of tool calls.
- Impact
- Optimizes latency and GPU memory for custom voice agent backends.
arXiv ↗
ActionPiece: Rethinking Action Tokenization for Autoregressive Vision…
- What
- ActionPiece rethinks action tokenization for autoregressive VLA models.
- Why
- It improves the fidelity of policy targets and executable commands.
- Impact
- Enhances action generation for multimodal agent development.