The papers

Most central to this idea first, not most recent.

• Industrycs.CL

  Outdated retrieved documents often override language models’ correct answers

  University of Southern Denmark · Sept 2026

• Big Techcs.AIcode

  Stateful retrieval finds relevant troubleshooting cases throughout support workflows

  Microsoft · Sept 2026

• Industrycs.IR

  Benchmark tests retrieval for agent-written queries across 190 million web pages

  Perplexity AI · Sept 2026

• Top Universitycs.IRcode

  VikingRAG Cuts Token Use for Retrieval Over Structured Documents

  Renmin University of China, Independent Researcher · Sept 2026

• Industrycs.CL

  Bayesian framework exposes hidden differences among seemingly similar RAG systems

  Centre for Artificial Intelligence, ZHAW School of Engineering · Aug 2026

• Top Universitycs.AI

  Shared agent memories boost performance without coordination

  Carnegie Mellon University, University of California, Berkeley · June 2026

• Big Techcs.CL

  Agentic document QA pays off mainly with stronger vision-language models

  Amazon.com · Sept 2026

• Independentcs.AI

  Structured agent memories withstand model upgrades better than compressed notes

  Sept 2026

• Industrycs.CL

  Controlled harness reveals what helps agents refactor entire repositories

  Pi School, Translated · Sept 2026

• Industrycs.AI

  Dual-layer knowledge graph connects fragmented pharmaceutical process-development documents

  Sanofi US · Sept 2026

• Chinese Techcs.CV

  Streaming video memory works better when internalized as evolving latent tokens

  Nanjing University of Science and Technology, Ant Group · Sept 2026

• Chinese Techcs.CV

  Adaptive tool use improves video research agents’ accuracy and efficiency

  Accio Team, Alibaba Group, Beijing Key Laboratory of Intelligent Information Technology · Aug 2026

• Top Universitycs.AI

  First systematic characterization of agent memory systems across long-horizon tasks

  Stanford University, Independent Researcher · June 2026

• Top Universitycs.CVcode

  Multi-agent framework coordinates narrative and visual consistency for long-form video

  The University of Hong Kong, South China University of Technology · June 2026

• Independentcs.CV

  Code-driven agents generate images via sketching and texturing stages

  May 2026

• Chinese Techcs.AIcode

  C3M preserves multimodal evidence across sessions within fixed memory budgets

  Huzhou Normal University, Alibaba Group · Sept 2026

• Independentcs.SE

  Refresh schedules, not cache age, determine agent answer staleness

  Sept 2026

• Chinese Techcs.SE

  Program repair improves when memories match repository needs and repair stages

  Zhejiang University, Tencent · Sept 2026

• Industrycs.AI

  Kernel-managed memory personalizes multiple AI agents with shorter prompts

  Rutgers University · Sept 2026

• Top Universitycs.AI

  Coding Agents Need Semantic Measures of Working Memory Performance

  Argonne National Laboratory, Columbia University · Sept 2026

• Independentcs.CV

  Long-video agent adapts retrieval to each question’s evidence needs

  Sept 2026

• Top Universitycs.CL

  Bounded citation-graph search improves recall while cutting scholarly search costs

  National University of Singapore, TCG CREST · Aug 2026

• Big Techcs.AI

  Memory as state management instead of semantic retrieval improves long-horizon agents

  University of Science and Technology of China, Microsoft · June 2026