WMF-AM: Probing LLM Working Memory via Depth-Parameterized Cumulative State Tracking

Dengzhe Hou, Lingyu Jiang, Deng Li +3

Existing large language models (LLMs) evaluations use fixed-difficulty benchmarks that cannot adapt as models improve, and rarely isolate specific cognitive processes. We introduce…