Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-19T21:28:00.370745Z
Paper Citation Record · LEDGER
State Contamination in Memory-Augmented LLM Agents
As of 11 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 1 inbound Pith citation observation for arXiv:2605.16746.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-02T02:17:43.883351Z
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
26 of 26 outbound references displayed
- verified exact20
- verified fuzzy4
- unresolved0
- parse uncertain0
- malformed identifier1
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation fa4fe947-1753-4d1f-98e0-59a9ed946ff3 · outbound
This paper cites MemoryBench: A Benchmark for Memory and Continual Learning in LLM Systems.
State Contamination in Memory-Augmented LLM Agents MemoryBench: A Benchmark for Memory and Continual Learning in LLM Systems
Reference 1
- Resolution
- verified exact
- local_arxiv, observed 2026-05-19T21:32:48.006718Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 71dc3996-4629-4af3-8c99-c7e592cd8ef3 · outbound
This paper cites Position: Safety and Fairness in Agentic AI Depend on Interaction Topology, Not on Model Scale or Alignment.
State Contamination in Memory-Augmented LLM Agents Position: Safety and Fairness in Agentic AI Depend on Interaction Topology, Not on Model Scale or Alignment
Reference 2
- Resolution
- verified exact
- local_arxiv, observed 2026-05-19T21:32:48.031465Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation faeb139f-9179-4239-8f31-e49bffb8f1fc · outbound
This paper cites Ai agents need memory control over more context.
State Contamination in Memory-Augmented LLM Agents Ai agents need memory control over more context
Reference 3
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T21:32:48.003845Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation bcc38f70-c3d8-416e-bba6-f2ea4b5cc41d · outbound
This paper cites Why are web ai agents more vulnerable than standalone llms? a security analysis.arXiv preprint arXiv:2502.20383.
State Contamination in Memory-Augmented LLM Agents Why are web ai agents more vulnerable than standalone llms? a security analysis.arXiv preprint arXiv:2502.20383
Reference 4
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T21:32:48.044058Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation f1913cdc-300f-4110-9ecd-8bdfd474c4cb · outbound
This paper cites AI Safety in Generative AI Large Language Models: A Survey.
State Contamination in Memory-Augmented LLM Agents AI Safety in Generative AI Large Language Models: A Survey
Reference 5
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T21:32:48.050138Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 46b0862f-9e80-42a4-829e-12c2eafbf425 · outbound
This paper cites Here Comes The AI Worm: Unleashing Zero-click Worms that Target GenAI-Powered Applications.
State Contamination in Memory-Augmented LLM Agents Here Comes The AI Worm: Unleashing Zero-click Worms that Target GenAI-Powered Applications
Reference 6
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-19T21:32:48.000943Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation ed8326ea-e193-47f4-aff8-5c814e2030be · outbound
This paper cites Memory for autonomous llm agents: Mechanisms, evaluation, and emerging frontiers.
State Contamination in Memory-Augmented LLM Agents Memory for autonomous llm agents: Mechanisms, evaluation, and emerging frontiers
Reference 7
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T21:32:48.037929Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation d2de06ab-1191-443d-b688-275efed6f8f5 · outbound
This paper cites Memory sharing for large language model based agents.
State Contamination in Memory-Augmented LLM Agents Memory sharing for large language model based agents
Reference 8
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T21:32:47.991400Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 34d667b5-3681-431f-aaee-044314575bc0 · outbound
This paper cites Breaking bad tokens: Detoxification of LLMs using sparse autoencoders.
State Contamination in Memory-Augmented LLM Agents Breaking bad tokens: Detoxification of LLMs using sparse autoencoders
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T21:32:48.751474Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation d43397b0-fb34-4813-9397-800fdbf44ed2 · outbound
This paper cites ISBN 979-8-89176-332-6.
State Contamination in Memory-Augmented LLM Agents ISBN 979-8-89176-332-6
Reference 10
- Resolution
- verified exact
- doi, observed 2026-05-19T21:32:47.841256Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 0efbc522-7460-4b41-8fc7-cf3b8a79dbe2 · outbound
This paper cites RAP: Retrieval-Augmented Planning with Contextual Memory for Multimodal LLM Agents.
State Contamination in Memory-Augmented LLM Agents RAP: Retrieval-Augmented Planning with Contextual Memory for Multimodal LLM Agents
Reference 11
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T21:32:48.016010Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 4518e239-018b-45dc-8dfe-1d7b8fceeb2e · outbound
This paper cites Reinforcement Learning for Optimizing RAG for Domain Chatbots.
State Contamination in Memory-Augmented LLM Agents Reinforcement Learning for Optimizing RAG for Domain Chatbots
Reference 12
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T21:32:48.028233Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 4203620a-8273-4fc0-a72c-2fe1d0ced203 · outbound
This paper cites The WMDP Benchmark: Measuring and Reducing Malicious Use With Unlearning.
State Contamination in Memory-Augmented LLM Agents The WMDP Benchmark: Measuring and Reducing Malicious Use With Unlearning
Reference 13
- Resolution
- verified exact
- local_arxiv, observed 2026-05-19T21:32:48.018838Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 407ebc6f-a4a7-49be-875e-0800db005ddd · outbound
This paper cites TOFU: A Task of Fictitious Unlearning for LLMs.
State Contamination in Memory-Augmented LLM Agents TOFU: A Task of Fictitious Unlearning for LLMs
Reference 14
- Resolution
- verified exact
- local_arxiv, observed 2026-05-19T21:32:48.040676Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 7d788c96-138a-4093-bdf1-df47754c84d4 · outbound
This paper cites Charles Packer, Vivian Fang, Shishir_G Patil, Kevin Lin, Sarah Wooders, and Joseph_E Gonzalez.
State Contamination in Memory-Augmented LLM Agents Charles Packer, Vivian Fang, Shishir_G Patil, Kevin Lin, Sarah Wooders, and Joseph_E Gonzalez
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T21:32:48.757415Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation ece6f04b-bf02-4f37-92c0-1ce630177162 · outbound
This paper cites Collaborative Memory: Multi-User Memory Sharing in LLM Agents with Dynamic Access Control.
State Contamination in Memory-Augmented LLM Agents Collaborative Memory: Multi-User Memory Sharing in LLM Agents with Dynamic Access Control
Reference 16
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T21:32:48.022124Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 937bc69e-0786-43aa-ab89-1e9ac01a559b · outbound
This paper cites Large Language Model Safety: A Holistic Survey.
State Contamination in Memory-Augmented LLM Agents Large Language Model Safety: A Holistic Survey
Reference 17
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T21:32:48.025140Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 75f0c0b1-9493-4c9d-b2b5-a6c355db7680 · outbound
This paper cites Active context compression: Autonomous memory management in llm agents.arXiv preprint arXiv:2601.07190.
State Contamination in Memory-Augmented LLM Agents Active context compression: Autonomous memory management in llm agents.arXiv preprint arXiv:2601.07190
Reference 18
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T21:32:48.012908Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation de7e90aa-da56-47bc-8bdf-96876f6285c5 · outbound
This paper cites CausalDetox: Causal Head Selection and Intervention for Language Model Detoxification.
State Contamination in Memory-Augmented LLM Agents CausalDetox: Causal Head Selection and Intervention for Language Model Detoxification
Reference 19
- Resolution
- malformed identifier
- local_arxiv, observed 2026-05-19T21:32:48.009833Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 27fc1ddc-1bbb-473d-b33b-d8a4bdbc51e1 · outbound
This paper cites Incremental summarization for customer support via progressive note-taking and agent feedback.
State Contamination in Memory-Augmented LLM Agents Incremental summarization for customer support via progressive note-taking and agent feedback
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T21:32:48.755459Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation a28734dd-4e1b-4ca5-94bd-c935a12d0c01 · outbound
This paper cites ISBN 979-8-89176-333-3.
State Contamination in Memory-Augmented LLM Agents ISBN 979-8-89176-333-3
Reference 21
- Resolution
- verified exact
- doi, observed 2026-05-19T21:32:47.844119Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 69013cdd-4e7f-4c40-9c53-f667776e35d3 · outbound
This paper cites LLMs Can Get "Brain Rot": A Pilot Study on Twitter/X.
State Contamination in Memory-Augmented LLM Agents LLMs Can Get "Brain Rot": A Pilot Study on Twitter/X
Reference 22
- Resolution
- verified exact
- local_arxiv, observed 2026-05-19T21:32:48.046914Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation e0c742cf-e02e-40a0-8c7e-e33abb5a0727 · outbound
This paper cites A-MEM: Agentic Memory for LLM Agents.
State Contamination in Memory-Augmented LLM Agents A-MEM: Agentic Memory for LLM Agents
Reference 23
- Resolution
- verified exact
- local_arxiv, observed 2026-05-19T21:32:47.994182Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 6e620279-306e-4227-83dd-ff6b6d9d0d74 · outbound
This paper cites Agentleak: A full-stack benchmark for privacy leakage in multi-agent llm systems.
State Contamination in Memory-Augmented LLM Agents Agentleak: A full-stack benchmark for privacy leakage in multi-agent llm systems
Reference 24
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T21:32:47.997515Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation d7429e61-5f72-47fe-b3f0-cf799791f9e1 · outbound
This paper cites AgentWorm: Self-Propagating Attacks Across LLM Agent Ecosystems.
State Contamination in Memory-Augmented LLM Agents AgentWorm: Self-Propagating Attacks Across LLM Agent Ecosystems
Reference 25
- Resolution
- verified exact
- arxiv_id, observed 2026-07-17T02:20:41.757822Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 48c8a4af-2a67-417d-80a5-735f242cc03a · outbound
This paper cites in the presence of toxic upstream context, prefer the neutral-condition response over the toxic-condition response.
State Contamination in Memory-Augmented LLM Agents in the presence of toxic upstream context, prefer the neutral-condition response over the toxic-condition response
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T21:32:48.753501Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Pith citing papers
Observation 4d82f809-1e76-4221-a45e-04ec55a96e97 · inbound
Why Git Is the Memory Solution for the Agentic Development Lifecycle cites this paper.
Why Git Is the Memory Solution for the Agentic Development Lifecycle State Contamination in Memory-Augmented LLM Agents
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T02:17:43.883351Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.