An Interpretable Memory Decision Controller for LLM Agents Based on Three-Signal Complementarity: Decoupling Confidence and Consistency

arXiv:2609.22043 · cs.CL · Submitted 2026-09-18 · Read on arXiv

cs.CL

Submitted: 2026-09-18

Updated: 2026-09-18

Comments: 17 pages, 6 figures, 10 tables

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

Hallucination — 4× in this paper · explained in 4 episodes
Consistency — 2× in this paper · explained in 3 episodes
RAG — 2× in this paper · explained in 3 episodes
Abstention — 1× in this paper · explained in 1 episode
Core — 1× in this paper · explained in 2 episodes
Decoupling — 1× in this paper · explained in 2 episodes
Memory Decision Layer — 1× in this paper
Retrieval-Augmented Generation (RAG) — 1× in this paper · explained in 16 episodes