Paper Citation Record · LEDGER

MindMemOS: A Portable and Self-Evolving Memory Operating Layer for AI Agents

As of 22 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2608.12428.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2608.12428 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:27:34.406741Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

38 of 38 outbound references displayed

verified exact5
verified fuzzy14
unresolved19
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 36b41707-6e32-44c2-9616-a1661346166b · outbound

This paper cites OpenCode.https://github.com/anomalyco/opencode, 2026.

MindMemOS: A Portable and Self-Evolving Memory Operating Layer for AI Agents OpenCode.https://github.com/anomalyco/opencode, 2026

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:27:35.179203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b8eec92f-d7e2-4530-b895-0be182f1696d · outbound

This paper cites Claude Code.https://docs.anthropic.com/en/docs/claude-code/overview, 2025.

MindMemOS: A Portable and Self-Evolving Memory Operating Layer for AI Agents Claude Code.https://docs.anthropic.com/en/docs/claude-code/overview, 2025

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:27:35.168388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 66407af4-ece4-49e1-a167-2097c1eb0c74 · outbound

This paper cites Nested Learning: The Illusion of Deep Learning Architectures.

MindMemOS: A Portable and Self-Evolving Memory Operating Layer for AI Agents Nested Learning: The Illusion of Deep Learning Architectures

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:27:35.158939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e09a1bb6-e072-4a36-bfa8-5d24e9378148 · outbound

This paper cites ZenBrain: A Neuroscience-Inspired 7-Layer Memory Architecture for Autonomous AI Systems.

MindMemOS: A Portable and Self-Evolving Memory Operating Layer for AI Agents ZenBrain: A Neuroscience-Inspired 7-Layer Memory Architecture for Autonomous AI Systems

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-08-16T00:27:35.005527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9ac14647-d69f-4739-a890-889625fac194 · outbound

This paper cites Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory.

MindMemOS: A Portable and Self-Evolving Memory Operating Layer for AI Agents Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-16T00:27:34.287882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a8e5fc3-b9e1-4545-9a89-f76352e239d4 · outbound

This paper cites MemBrain: Agent-Native Memory for AI Agents.https://github.com/ feelingai-team/MemBrain, 2026.

MindMemOS: A Portable and Self-Evolving Memory Operating Layer for AI Agents MemBrain: Agent-Native Memory for AI Agents.https://github.com/ feelingai-team/MemBrain, 2026

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:27:35.147626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation cd29532d-1f99-4271-8e62-7b5c422a31b2 · outbound

This paper cites VikingMem: A Memory Base Management System for Stateful LLM-based Applications.

MindMemOS: A Portable and Self-Evolving Memory Operating Layer for AI Agents VikingMem: A Memory Base Management System for Stateful LLM-based Applications

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-08-16T00:27:34.980908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d63aff70-0777-4a4a-beca-25fb28f836a1 · outbound

This paper cites LatentMem: Customizing Latent Memory for Multi-Agent Systems.

MindMemOS: A Portable and Self-Evolving Memory Operating Layer for AI Agents LatentMem: Customizing Latent Memory for Multi-Agent Systems

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-16T00:27:34.298692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1798b8c-5935-4b62-853a-a65e30a3c0d8 · outbound

This paper cites From RAG to Memory: Non-Parametric Continual Learning for Large Language Models.

MindMemOS: A Portable and Self-Evolving Memory Operating Layer for AI Agents From RAG to Memory: Non-Parametric Continual Learning for Large Language Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-16T00:27:34.301924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c35dd04-8039-4e29-aec6-3a07f53b2afa · outbound

This paper cites EverMemOS: A Self-Organizing Memory Oper- ating System for Structured Long-Horizon Reasoning.https://arxiv.org/abs/2601.02163, 2026.

MindMemOS: A Portable and Self-Evolving Memory Operating Layer for AI Agents EverMemOS: A Self-Organizing Memory Oper- ating System for Structured Long-Horizon Reasoning.https://arxiv.org/abs/2601.02163, 2026

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T00:27:34.305840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a6b3e1d-a622-4ffe-86ee-b59c8aabf5ed · outbound

This paper cites Evaluating Memory in LLM Agents via In- cremental Multi-Turn Interactions.

MindMemOS: A Portable and Self-Evolving Memory Operating Layer for AI Agents Evaluating Memory in LLM Agents via In- cremental Multi-Turn Interactions

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:27:35.135140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 591da3ce-cee5-4f69-b0db-c3b065f87859 · outbound

This paper cites Rethinking Memory Mechanisms of Foundation Agents in the Second Half: A Survey.https://arxiv.org/abs/2602.06052, 2026.

MindMemOS: A Portable and Self-Evolving Memory Operating Layer for AI Agents Rethinking Memory Mechanisms of Foundation Agents in the Second Half: A Survey.https://arxiv.org/abs/2602.06052, 2026

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-16T00:27:34.313020Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b47025f-ec11-4fca-9fc4-fa60d6fb829d · outbound

This paper cites Infini Memory: Maintainable Topic Documents for Long-Term LLM Agent Memory.

MindMemOS: A Portable and Self-Evolving Memory Operating Layer for AI Agents Infini Memory: Maintainable Topic Documents for Long-Term LLM Agent Memory

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-16T00:27:34.750836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 22c00a71-b56c-4d91-8108-4e6258e1572f · outbound

This paper cites Taylor, and Dan Roth.

MindMemOS: A Portable and Self-Evolving Memory Operating Layer for AI Agents Taylor, and Dan Roth

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:27:35.122854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4b53a249-8fa6-4777-abc9-ddb0b5d5760f · outbound

This paper cites Retain or Consolidate? Budget-Dependent Operator Selection for Language Agent Memory.

MindMemOS: A Portable and Self-Evolving Memory Operating Layer for AI Agents Retain or Consolidate? Budget-Dependent Operator Selection for Language Agent Memory

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-16T00:27:34.736411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 908b075f-c986-4b2a-9e8c-5dc4282252c9 · outbound

This paper cites Learning What to Remember: Observability-Safe Memory Retention via Constrained Optimization for Long-Horizon Language Agents.

MindMemOS: A Portable and Self-Evolving Memory Operating Layer for AI Agents Learning What to Remember: Observability-Safe Memory Retention via Constrained Optimization for Long-Horizon Language Agents

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-08-16T00:27:34.720796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 03807fa5-5102-4df6-866c-27d52dd15149 · outbound

This paper cites MemOS: A Memory OS for AI System.

MindMemOS: A Portable and Self-Evolving Memory Operating Layer for AI Agents MemOS: A Memory OS for AI System

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-16T00:27:34.332226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2087d055-d849-4bdd-ac42-ad5109c0418f · outbound

This paper cites SpreadsheetBench: Towards Challenging Real World Spreadsheet Manipulation.

MindMemOS: A Portable and Self-Evolving Memory Operating Layer for AI Agents SpreadsheetBench: Towards Challenging Real World Spreadsheet Manipulation

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-16T00:27:34.335967Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20c09995-272e-44a1-b76a-190e25638c76 · outbound

This paper cites Evaluating Very Long-Term Conversational Memory of LLM Agents.

MindMemOS: A Portable and Self-Evolving Memory Operating Layer for AI Agents Evaluating Very Long-Term Conversational Memory of LLM Agents

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-16T00:27:34.339662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 361e5dff-a0de-4786-aacf-a3b60f1f01ae · outbound

This paper cites memU: Your Personal Memory, Across Every Agent.https://github.com/ NevaMind-AI/memU, 2025.

MindMemOS: A Portable and Self-Evolving Memory Operating Layer for AI Agents memU: Your Personal Memory, Across Every Agent.https://github.com/ NevaMind-AI/memU, 2025

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:27:35.111902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation bc7d22dc-e296-4ad6-9203-5d9412385c78 · outbound

This paper cites OpenAI Codex CLI.https://github.com/openai/codex, 2025.

MindMemOS: A Portable and Self-Evolving Memory Operating Layer for AI Agents OpenAI Codex CLI.https://github.com/openai/codex, 2025

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:27:35.100428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 401dff73-ca6f-42df-aa15-cb006eee88f4 · outbound

This paper cites OpenClaw: An Open Platform for AI Agent Task Execution.https: //docs.openclaw.ai/, 2026.

MindMemOS: A Portable and Self-Evolving Memory Operating Layer for AI Agents OpenClaw: An Open Platform for AI Agent Task Execution.https: //docs.openclaw.ai/, 2026

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:27:35.088282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a5f4e47c-d017-4bb5-8601-c5ffad137cd1 · outbound

This paper cites SCOPE: Prompt Evolution for Enhancing Agent Effectiveness.

MindMemOS: A Portable and Self-Evolving Memory Operating Layer for AI Agents SCOPE: Prompt Evolution for Enhancing Agent Effectiveness

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-16T00:27:34.354982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09a781f8-c3e3-4998-b397-109f24d303a5 · outbound

This paper cites MemoRAG: Boosting Long Context Processing with Global Memory-Enhanced Re- trieval Augmentation.

MindMemOS: A Portable and Self-Evolving Memory Operating Layer for AI Agents MemoRAG: Boosting Long Context Processing with Global Memory-Enhanced Re- trieval Augmentation

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:27:35.075105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation eec96d53-4f67-444b-9a01-bf8f1b192380 · outbound

This paper cites Zep: A Temporal Knowledge Graph Architecture for Agent Memory.

MindMemOS: A Portable and Self-Evolving Memory Operating Layer for AI Agents Zep: A Temporal Knowledge Graph Architecture for Agent Memory

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-16T00:27:34.362137Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0cb8ddf7-00f0-4ad7-bd92-9ce2401c4a3f · outbound

This paper cites SkillGrad: Optimizing Agent Skills Like Gradient Descent.

MindMemOS: A Portable and Self-Evolving Memory Operating Layer for AI Agents SkillGrad: Optimizing Agent Skills Like Gradient Descent

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-16T00:27:34.366302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation efcda376-5ea5-4290-a661-0036a310adcd · outbound

This paper cites MIRIX: Multi-Agent Memory System for LLM-Based Agents.

MindMemOS: A Portable and Self-Evolving Memory Operating Layer for AI Agents MIRIX: Multi-Agent Memory System for LLM-Based Agents

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-16T00:27:34.370190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf23e5bc-54c5-4c6a-b561-7576c9b203b6 · outbound

This paper cites MemoryLLM: Towards Self-Updatable Large Language Models.

MindMemOS: A Portable and Self-Evolving Memory Operating Layer for AI Agents MemoryLLM: Towards Self-Updatable Large Language Models

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:27:35.062240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8f0b06bf-da37-44c6-a399-853985fe0ec0 · outbound

This paper cites G-MemLLM: Gated Latent Memory Augmentation for Long-Context Reasoning in Large Language Models.https://arxiv.org/abs/2602.00015, 2026.

MindMemOS: A Portable and Self-Evolving Memory Operating Layer for AI Agents G-MemLLM: Gated Latent Memory Augmentation for Long-Context Reasoning in Large Language Models.https://arxiv.org/abs/2602.00015, 2026

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-16T00:27:34.377545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 510afe31-4fcb-443f-9b87-f8039f0c4db9 · outbound

This paper cites G- Memory: Tracing Hierarchical Memory for Multi-Agent Systems.

MindMemOS: A Portable and Self-Evolving Memory Operating Layer for AI Agents G- Memory: Tracing Hierarchical Memory for Multi-Agent Systems

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:27:35.049388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f4099144-e2d2-4722-bf5b-5a7e2184b0ea · outbound

This paper cites MemGen: Weaving Generative Latent Memory for Self-Evolving Agents.

MindMemOS: A Portable and Self-Evolving Memory Operating Layer for AI Agents MemGen: Weaving Generative Latent Memory for Self-Evolving Agents

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:27:35.037644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 10add27a-e89a-4e26-a62e-e3fab8e00419 · outbound

This paper cites MemEvolve: Meta-Evolution of Agent Memory Systems.

MindMemOS: A Portable and Self-Evolving Memory Operating Layer for AI Agents MemEvolve: Meta-Evolution of Agent Memory Systems

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-16T00:27:34.386384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc0c45b5-da1f-4b2f-81bc-81d670efd570 · outbound

This paper cites MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents.

MindMemOS: A Portable and Self-Evolving Memory Operating Layer for AI Agents MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-16T00:27:34.389654Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 088f4ee3-bd1a-45d2-ac21-d21549b807d0 · outbound

This paper cites MemRL: Self-Evolving Agents via Runtime Reinforcement Learning on Episodic Memory.

MindMemOS: A Portable and Self-Evolving Memory Operating Layer for AI Agents MemRL: Self-Evolving Agents via Runtime Reinforcement Learning on Episodic Memory

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-16T00:27:34.393027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85417cb2-154d-4597-9ea7-b128cb8a26bd · outbound

This paper cites Experience Compression Spectrum: Unifying Memory, Skills, and Rules in LLM Agents.

MindMemOS: A Portable and Self-Evolving Memory Operating Layer for AI Agents Experience Compression Spectrum: Unifying Memory, Skills, and Rules in LLM Agents

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-16T00:27:34.396387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f019dd1-eec6-41a0-bded-43e7dbea14e1 · outbound

This paper cites A Survey on the Memory Mechanism of Large Language Model- based Agents.ACM Transactions on Information Systems, 2025.

MindMemOS: A Portable and Self-Evolving Memory Operating Layer for AI Agents A Survey on the Memory Mechanism of Large Language Model- based Agents.ACM Transactions on Information Systems, 2025

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:27:35.025838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5215b1b1-a0d4-48ed-9cb6-b21d95cd9b78 · outbound

This paper cites ExpeL: LLM Agents Are Experiential Learners.

MindMemOS: A Portable and Self-Evolving Memory Operating Layer for AI Agents ExpeL: LLM Agents Are Experiential Learners

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-16T00:27:34.403462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd0c338e-bc9a-4fdb-87a1-b7bba146746a · outbound

This paper cites entity type.

MindMemOS: A Portable and Self-Evolving Memory Operating Layer for AI Agents entity type

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-16T00:27:34.406741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.