Paper Citation Record · LEDGER

MemInsight: Autonomous Memory Augmentation for LLM Agents

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 19 inbound Pith citation observations for arXiv:2503.21760.

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

pith.paper-citation-record.v1
2503.21760 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 19 of 19 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:39:58.991000Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T06:06:41.545006Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 0e49a09a-b8c9-47ff-8fee-13494ffef639 · inbound

From Human Memory to AI Memory: A Survey on Memory Mechanisms in the Era of LLMs cites this paper.

From Human Memory to AI Memory: A Survey on Memory Mechanisms in the Era of LLMs MemInsight: Autonomous Memory Augmentation for LLM Agents

Reference 50

Resolution: verified exact; arxiv_id, observed 2026-05-17T11:05:09.658715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 78b808f0-5a50-48d3-8479-1e7952eb877c · inbound

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

G-Memory: Tracing Hierarchical Memory for Multi-Agent Systems MemInsight: Autonomous Memory Augmentation for LLM Agents

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-07T05:39:58.991000Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7ae0dbd-7552-43d7-9f20-f42b194fe966 · inbound

Cognitive Weave: Synthesizing Abstracted Knowledge with a Spatio-Temporal Resonance Graph cites this paper.

Cognitive Weave: Synthesizing Abstracted Knowledge with a Spatio-Temporal Resonance Graph MemInsight: Autonomous Memory Augmentation for LLM Agents

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T05:24:28.410403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cb9d7bc-ff44-4eaf-84ae-5fc3f2956441 · inbound

A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence cites this paper.

A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence MemInsight: Autonomous Memory Augmentation for LLM Agents

Reference 32

Resolution: metadata mismatch; arxiv_id, observed 2026-05-14T22:23:15.541471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 970873d7-6a84-40fd-b62b-9d7fa0704457 · inbound

Hierarchical Memory for High-Efficiency Long-Term Reasoning in LLM Agents cites this paper.

Hierarchical Memory for High-Efficiency Long-Term Reasoning in LLM Agents MemInsight: Autonomous Memory Augmentation for LLM Agents

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T14:52:36.077954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bdf96395-e160-4c6b-b9be-aaa744a738a6 · inbound

Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning cites this paper.

Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning MemInsight: Autonomous Memory Augmentation for LLM Agents

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T04:55:54.599962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4427606d-410d-4ec0-9204-0ce78a8aaed9 · inbound

Agentic Memory: Learning Unified Long-Term and Short-Term Memory Management for Large Language Model Agents cites this paper.

Agentic Memory: Learning Unified Long-Term and Short-Term Memory Management for Large Language Model Agents MemInsight: Autonomous Memory Augmentation for LLM Agents

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T18:33:15.286889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b3a321f7-bc02-4c79-a925-2adc3b1a72c2 · inbound

Agentic Memory: Learning Unified Long-Term and Short-Term Memory Management for Large Language Model Agents cites this paper.

Agentic Memory: Learning Unified Long-Term and Short-Term Memory Management for Large Language Model Agents MemInsight: Autonomous Memory Augmentation for LLM Agents

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-03T12:45:05.691632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3f63843-76f9-4703-b5f6-1116110f0fd1 · inbound

ReCreate: Reasoning and Creating Domain Agents Driven by Experience cites this paper.

ReCreate: Reasoning and Creating Domain Agents Driven by Experience MemInsight: Autonomous Memory Augmentation for LLM Agents

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T14:01:01.277559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 13c3a33d-0c60-4239-be07-c3ec2d10f919 · inbound

Beyond Experience Retrieval: Learning to Generate Utility-Optimized Structured Experience for Frozen LLMs cites this paper.

Beyond Experience Retrieval: Learning to Generate Utility-Optimized Structured Experience for Frozen LLMs MemInsight: Autonomous Memory Augmentation for LLM Agents

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-16T09:47:41.962545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a1278c5d-dcc3-44d6-929a-1650d9011b70 · inbound

HyperMem: Hypergraph Memory for Long-Term Conversations cites this paper.

HyperMem: Hypergraph Memory for Long-Term Conversations MemInsight: Autonomous Memory Augmentation for LLM Agents

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T07:45:57.446061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 28fa99ff-6e77-4237-8788-5933d4ecfee0 · inbound

APEX-MEM: Agentic Semi-Structured Memory with Temporal Reasoning for Long-Term Conversational AI cites this paper.

APEX-MEM: Agentic Semi-Structured Memory with Temporal Reasoning for Long-Term Conversational AI MemInsight: Autonomous Memory Augmentation for LLM Agents

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-10T13:35:26.521308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d08c474f-300a-4760-bc35-ad69e523b422 · inbound

MemRouter: Memory-as-Embedding Routing for Long-Term Conversational Agents cites this paper.

MemRouter: Memory-as-Embedding Routing for Long-Term Conversational Agents MemInsight: Autonomous Memory Augmentation for LLM Agents

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-11T15:31:09.904694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 468b580f-8c8e-4ada-8b82-7dad43ac0a0a · inbound

From Storage to Experience: A Survey on the Evolution of LLM Agent Memory Mechanisms cites this paper.

From Storage to Experience: A Survey on the Evolution of LLM Agent Memory Mechanisms MemInsight: Autonomous Memory Augmentation for LLM Agents

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-11T04:40:58.818031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1c0c57cd-fa8f-46c1-9bf9-44e3c3fd1c1d · inbound

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective cites this paper.

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective MemInsight: Autonomous Memory Augmentation for LLM Agents

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-05-20T11:38:14.529574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 10e8dc88-d945-43f2-98eb-666dac1e7cfc · inbound

Exploring the Topology and Memory of Consensus: How LLM Agents Agree, Fragment, or Settle When Forming Conventions cites this paper.

Exploring the Topology and Memory of Consensus: How LLM Agents Agree, Fragment, or Settle When Forming Conventions MemInsight: Autonomous Memory Augmentation for LLM Agents

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-07-02T06:06:41.546465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c275ed37-ba22-4f64-aaef-f1aeca8e0742 · inbound

ABot-AgentOS: A General Robotic Agent OS with Lifelong Multi-modal Memory cites this paper.

ABot-AgentOS: A General Robotic Agent OS with Lifelong Multi-modal Memory MemInsight: Autonomous Memory Augmentation for LLM Agents

Reference 67

Resolution: unresolved; no resolver link, observed 2026-07-14T12:26:27.446079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2a68730-53ff-4625-b6a9-451c7c8f5bf9 · inbound

ABot-AgentOS: A General Robotic Agent OS with Lifelong Multi-modal Memory cites this paper.

ABot-AgentOS: A General Robotic Agent OS with Lifelong Multi-modal Memory MemInsight: Autonomous Memory Augmentation for LLM Agents

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-02T07:21:30.765221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73dcef79-7ede-4519-b261-031d8fdf9ce8 · inbound

Bridging Inference-Time Scaling and Episodic Memory with Action-Centric Graphs cites this paper.

Bridging Inference-Time Scaling and Episodic Memory with Action-Centric Graphs MemInsight: Autonomous Memory Augmentation for LLM Agents

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-01T07:48:45.352989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.