When Memory Lies: An Empirical Study of Spatial Memory Staleness in VLM Agents Paper • 2608.04574 • Published 2 days ago • 12
The Personalization Mirage: How LLMs Fabricate User Profiles, and Why Self-Monitoring Misleads Paper • 2608.04570 • Published 2 days ago • 37
Navigating the Mirage: A Dual-Path Agentic Framework for Robust Misleading Chart Question Answering Paper • 2603.28583 • Published 24 days ago • 17