PACMI: Provenance-Aware Cascading Memory Invalidation for Long-Term LLM Agents
cs.LG, cs.IR
Submitted: 2026-10-05
Updated: 2026-10-05
Terminology
Sources
- STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?
- Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory
- From Local to Global: A Graph RAG Approach to Query-Focused Summarization
- LightRAG: Simple and Fast Retrieval-Augmented Generation
- HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models
- Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions
- Do MLLMs Really Understand Space? A Mathematical Reasoning Evaluation
- DeepResearch-Slice: Bridging the Retrieval-Utilization Gap via Explicit Text Slicing
- All-Mem: Agentic Lifelong Memory via Dynamic Topology Evolution
- Evaluating Very Long-Term Conversational Memory of LLM Agents
- MemGPT: Towards LLMs as Operating Systems
- Zep: A Temporal Knowledge Graph Architecture for Agent Memory
- MemConflict: Evaluating Long-Term Memory Systems Under Memory Conflicts
- Augmenting Language Models with Long-Term Memory
- LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory
- A-MEM: Agentic Memory for LLM Agents
- Execution Realism and Reproducibility in LLM-Based Trading Systems: A Systematic Scoping Review and Evidence Audit
- Beyond Helpfulness: A Teaching-over-Solving Diagnostic for Measuring Educational Impact in LLM Tutors
- Useful Memories Become Faulty When Continuously Updated by LLMs
- Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration
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