Topic: Agents Related concepts: Agents Context Engineering RAG Frequently mentioned with: Google QbitAI alphaXiv Anthropic arXiv Recent briefs: 2026-10-26 2026-10-24 2026-10-23 2026-10-22 2026-10-21
Topic: Agents Related: Agents Context Engineering RAG
Recent Updates
- 2026-10-22: PreCoMem: Predictive Cognitive Memory for Self-Evolving Long-Term Dialogue Agents (breakingnewsofficial) · github.com
- 2026-10-22: PerMIT: Securing Persistent Memory for LLM Agents via Machine-Checked Integrity Theorems and Community Trust (breakingnewsofficial) · arxiv.org
- 2026-10-22: Self-Improving Agents with World Model Predictive Paths (breakingnewsofficial) · arxiv.org
- 2026-10-22: Community Swarm Uses Local Models and Shared Memory on E-commerce Automation Benchmark (breakingnewsofficial) · bitgn.com — BitGN · GPT-OSS 120B
- 2026-10-22: Community Swarm Uses BitGN Brain MCP for Collaborative E-Commerce Automation (breakingnewsofficial) · bitgn.com — OpenAI · Anthropic · BitGN · Cerebras · DeepInfra
- 2026-10-23: SPLICE: Agentic Knowledge-Model Co-Evolution via Consistency Regularization (breakingnewsofficial) · arxiv.org
- 2026-10-23: Naive RAG Over Raw History Competes With Complex Agentic Memory Systems (breakingnewsofficial) · arxiv.org
- 2026-10-23: Governance-State Corruption in Long-Term Memory for LLM Agents: A Cross-Model Stress Test (breakingnewsofficial) · arxiv.org
- 2026-10-23: MemPlan: Memory-Conditioned PDDL Planning for Text Environments (breakingnewsofficial) · github.com
- 2026-10-23: Diagnosing Personalization Failures in Mobile GUI Agents (breakingnewsofficial) · github.com — Seed-2.0-Pro
- 2026-10-23: Steward: Governed Self-Evolution for Autonomous Multi-Agent Investing with an Invariant Core (breakingnewsofficial) · github.com — arXiv · GitHub
- 2026-10-23: MemPABench: Benchmarking Personal Agent Memory for Interaction Preferences (breakingnewsofficial) · mempabench.com
- 2026-10-23: Secure Agentic AI and Multimodal Intelligence in 6G Communication Systems (breakingnewsofficial) · arxiv.org
- 2026-10-23: Empirical Testing of Cross-Session Agent Memory: Bugs Uncovered in Persistent Recall (breakingnewsofficial) · habr.com — Habr
- 2026-10-24: BitGN Company Brain: Shared Versioned Memory Architecture and Storage Bottlenecks for Multi-Agent Swarms (breakingnewsofficial) · brain.bitgn.com — OpenRouter
- 2026-10-26: DraMaze: A Multi-Agent Pipeline with Future-Aware Memory for Long-Form Script Generation (breakingnewsofficial) · arxiv.org
- 2026-10-26: Two-Layer Memory Architecture for Adaptive Agent Control of Scientific Instruments (breakingnewsofficial) · arxiv.org
- 2026-10-26: SpecMem: Accelerating Agentic Tool Calling via Live Memory Management (breakingnewsofficial) · arxiv.org
- 2026-10-26: MemCryst: Lifelong Context Adaptation through Bidirectional Memory-Skill Learning (breakingnewsofficial) · github.com
- 2026-10-26: Self-Direction: Agent Repair via Distilling Mistakes into Low-Rank Adapters (breakingnewsofficial) · arxiv.org — Qwen
- 2026-10-26: Phronix: The Capability-Centric Learning Paradigm for Agents (breakingnewsofficial) · arxiv.org
- 2026-10-26: Infinigence AI and Three-Body Universe Release Sophon Agent 1.0 Using Agentic Multi-Agent Architecture (breakingnewsofficial) · qbitai.com — Infinigence AI Three-Body Universe QbitAI Alipay · Bilibili · NVIDIA iFLYTEK Lixue Xia Jilong Zhao
- 2026-10-26: Real-time Voice Intelligence: Building Conversational Agents That Listen and Respond Naturally (breakingnewsofficial) · qbitai.com — OpenAI · Google · Agora · Meituan · Alibaba · MiniMax Diaoyue Xingchen · Tsinghua University Hong Kong Chinese University (Shenzhen) Ant Lingyi · Xiaomi Soul Rockchip Uniview PETKIT Xieyu Intelligence Rokid Guankecke · NVIDIA Zhao Bin Chen Wei Cai Guoxiang Geng Xiangle Andrey Norkin · gpt-realtime Gemini-Live · GPT-Live Qwen Audio
- 2026-10-26: EdgeRock-4B: 99% KV Cache Reduction with Fixed Memory for Long-Context Inference (breakingnewsofficial) · qbitai.com — Rock Matrix Hong Kong University of Science and Technology CMU Google EdgeRock-4B · Qwen3.5 4B · Gemma 4 E4B MiniCPM5 2B · LFM2.5-2.6B RWKV-7 G1j 13.3B AHN-GDN Qwen2.5 14B
- 2026-10-26: Entire Introduces a Git Forge Built for Agent-Human Collaboration (breakingnewsofficial) · entire.com — Entire GitHub Cursor Origin · Buildkite Depot · Daytona · e2b
FAQ
What is Agent Memory?
Agent Memory is the set of mechanisms that lets AI agents persist useful context across turns, sessions, tools, and tasks. GROUNDING tracks memory stores, compression, retrieval boundaries, and failure modes for long-running agent workflows.
Which concepts are related to Agent Memory?
Related concepts tracked by the radar include Agents, Context Engineering, RAG.
What does this Agent Memory page track?
Dated updates, papers, and mentions of Agent Memory collected by the GROUNDING radar, most recently on 2026-10-26.