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Paper Citation Record · LEDGER

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?

As of 5 August 2026, this Paper Citation Record lists 67 of 67 outbound references and 10 inbound Pith citation observations for arXiv:2605.06527.

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

pith.paper-citation-record.v1
2605.06527 v1

Coverage vector

measured 67 of 67 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-08T10:15:31.220844Z

measured 77 of 77 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 10 of 10 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T13:44:06.301342Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-03T18:58:50.765004Z

Reference resolution

67 of 67 outbound references displayed

  • verified exact0
  • verified fuzzy51
  • unresolved14
  • parse uncertain1
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1e475ce8-3c42-47d4-bb42-e7691e119b94 · outbound

This paper cites Brachman and Hector J.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Brachman and Hector J

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T15:22:36.015153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:4fe5a05703816ad10a9c5e47f06dbb2aa3e5c7266e5ec9b5ff699af064fa5b7e

Observation 21e45a62-1fa1-446f-8076-9fe80bbce785 · outbound

This paper cites Mem0: Building production-ready ai agents with scalable long-term memory.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Mem0: Building production-ready ai agents with scalable long-term memory

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T15:22:35.910073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:43cf9febe35142f87fef3cb6b27ef8d14bef214e2969f739598a2ff9d4098d7a

Observation ab8ba430-f960-4bc8-bfad-b049e181af4b · outbound

This paper cites an unresolved cited work.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-05-26T15:22:35.920665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:b20def00e371b5dd441ad71eb0f0f6f01c339dbc926bdbff643a3822e27b2d7c

Observation eb894bfb-70a5-435c-a28f-d38ed74d87ae · outbound

This paper cites Lightmem: Lightweight and efficient memory-augmented generation.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Lightmem: Lightweight and efficient memory-augmented generation

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T15:22:35.945454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:bf6384d0494fa49f7773ba0615cb6de1db07b2a514d910cf60364742f239283e

Observation 8aeec2f5-4f6f-4479-b972-c6e347c6f3f2 · outbound

This paper cites Getting sick after seeing a doctor? diagnosing and mitigating knowledge conflicts in event temporal reasoning.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Getting sick after seeing a doctor? diagnosing and mitigating knowledge conflicts in event temporal reasoning

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T15:22:35.934451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:d41a9ea297c18122f57b0b2ed6a4b01935e175f85b81a06403d660b90ff10a85

Observation 73681c93-def3-4ef9-b9a7-85e8498142af · outbound

This paper cites Retrieval-augmented generation for large language models: A survey.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Retrieval-augmented generation for large language models: A survey

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T15:22:36.024134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:3a2851bbf14bd9e1d6417e4a57b48a912b6b9930adc540aca223a448f7e7d222

Observation 2d6c77d3-75d2-403d-a40b-c335784230a1 · outbound

This paper cites Gemini 3.1 Flash-lite, February 2026.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Gemini 3.1 Flash-lite, February 2026

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T15:22:36.011927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:27ebdae6c57f06b60aafd2b46cb3ff6e035ec7e645e833d5254deee6519c0548

Observation 2988d919-11de-4703-b707-231b6be7545a · outbound

This paper cites Gemini 3.1 Pro, February 2026.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Gemini 3.1 Pro, February 2026

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T15:22:36.001255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:a8fcb4be0e431613602e88c2329713226ed7e1b647eb8394dbbb0f537fd13ae5

Observation 62dfc74f-bee5-4f37-991f-5f3e085af9c1 · outbound

This paper cites From RAG to memory: Non-parametric continual learning for large language models.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? From RAG to memory: Non-parametric continual learning for large language models

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T15:22:35.997919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:cbb10dfdb54d39b9bfb97af2c539f3dfd63905b9dc8cfd9e54e354e00cff0b73

Observation 58684432-6a7c-4783-99f3-536fa0697a87 · outbound

This paper cites Evaluating memory in llm agents via incremental multi-turn interactions.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Evaluating memory in llm agents via incremental multi-turn interactions

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T15:22:36.005103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:7f92479a2111461a5f3b72223f2a76b90568ea40f803f1c963c8045a8e88e12f

Observation 380693dc-e224-494e-98df-453787e1a182 · outbound

This paper cites Memory in the age of ai agents.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Memory in the age of ai agents

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T15:22:36.008567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:7c1e212da677a2ea379d80ceba1e8dac689cecb90a3e54091acb1768d3b2f81b

Observation f692e398-8b59-4f80-9fbc-ae7a4c7f007c · outbound

This paper cites an unresolved cited work.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-05-26T15:22:36.017854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:beca6f6881c6d0323263416612e4cc731b5f6c910ce3fc5f757cbf82e854a84f

Observation b44e2f0c-885e-40c7-959a-ebebfd93c62c · outbound

This paper cites Licomemory: Lightweight and cognitive agentic memory for efficient long-term reasoning.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Licomemory: Lightweight and cognitive agentic memory for efficient long-term reasoning

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T15:22:35.975629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:a1672fe60518ae9793775dc64a61f6bb23e372e1dd864208af3a0e24a97e7a37

Observation 9df63a2e-a689-44a7-94e8-d6ed33c6cb02 · outbound

This paper cites Taylor, and Dan Roth.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Taylor, and Dan Roth

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T15:22:35.988637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:6f9226688af4dbbbe617b8d05a4b32f6900427e51760bc83d527d8f81395d147

Observation c71d677a-a97a-491d-9e8f-3716b14ae16c · outbound

This paper cites Personamem-v2: Towards personalized intelligence via learning implicit user personas and agentic memory.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Personamem-v2: Towards personalized intelligence via learning implicit user personas and agentic memory

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T15:22:35.965568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:0824d4ebcfc79c2f502f488e20badf6dc88ab499d37b641185516dc59a2a8a51

Observation 5ff44069-2b3c-4008-996f-77236225b757 · outbound

This paper cites Memory-QA: Answering recall questions based on multi- modal memories.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Memory-QA: Answering recall questions based on multi- modal memories

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T15:22:35.969187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:b6bd44b9577b9f6e48aa1c519afbca59c880c36c5dd01ab915db7012399664a1

Observation c9e86e52-1ba7-440d-8c48-08d7b34046b8 · outbound

This paper cites Amemgym: Interactive memory benchmarking for assistants in long-horizon conversations.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Amemgym: Interactive memory benchmarking for assistants in long-horizon conversations

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T15:22:35.962203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:3e6156a9228f1d1836fa577b5a81f6113e76f9cca37791b2a555f4a8a2787651

Observation f0d75383-c8ff-4eb9-9922-115c419036eb · outbound

This paper cites Littman, and Anthony R.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Littman, and Anthony R

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T15:22:35.978585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:82d45bf3df5f3b06507e637f6c5ac29c9ffa6b5e5a23a653a785b93b114d2a67

Observation c38b78d8-a31f-41fe-9760-31c7fb0d6efc · outbound

This paper cites Efficient memory management for large language model serving with pagedattention.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Efficient memory management for large language model serving with pagedattention

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T15:22:35.952148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:d5c9b45994f8261cc8c41120e4f1159240576ee1414be3eac05b2b9a32a0a019

Observation 74035fbd-c3a8-45cc-993c-c1ac2ea041b1 · outbound

This paper cites Retrieval-augmented generation for knowledge-intensive nlp tasks.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Retrieval-augmented generation for knowledge-intensive nlp tasks

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T15:22:35.982633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:349ce956aab8cc02b28fffa6ed09504f4069039b493575be12ad9d0e590ccde7

Observation de462d88-99b1-4899-9f42-3d8217f66add · outbound

This paper cites Toward multi- session personalized conversation: A large-scale dataset and hierarchical tree framework for implicit reasoning.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Toward multi- session personalized conversation: A large-scale dataset and hierarchical tree framework for implicit reasoning

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T15:22:35.985574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:b9e8ace41feecb298c1f5608307a44ef930661d11219de9e6253400216afec7e

Observation 5a5e2013-5f39-4fdd-b692-2a7141508277 · outbound

This paper cites Liu, Kevin Lin, John Hewitt, Ashwin Paranjape, Michele Bevilacqua, Fabio Petroni, and Percy Liang.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Liu, Kevin Lin, John Hewitt, Ashwin Paranjape, Michele Bevilacqua, Fabio Petroni, and Percy Liang

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T15:22:35.949037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:32aae9c8cb66b3e55af73ca8d986ae25cd6b31e833ecfd3605abcf0f83dc0bbc

Observation 4c2e8c13-c306-4baf-91e7-577312d15a1c · outbound

This paper cites Evaluating very long-term conversational memory of LLM agents.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Evaluating very long-term conversational memory of LLM agents

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T15:22:35.955557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:bd1ac614af94a00c17c6294006e8bebdba5aa1e449afc45f313e233d52fe1e6e

Observation 59f379f5-01f5-4676-95c2-46a86212603f · outbound

This paper cites Llama 3.3.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Llama 3.3

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T15:22:35.958768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:5fd88ec9dcedff3aa4fd8b28a8a3e163c7a4c22e592cdfba7dfa08ee22a03f4c

Observation dd1cf5c8-af3d-4a08-a8e9-2ed4ff8c0dbf · outbound

This paper cites MiniMax M2.5.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? MiniMax M2.5

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T15:22:35.972565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:d6f30628efb73d887ed6ce667aa10ae9bba31c92ac82f3f76c09f92301e9ff97

Observation e75ddc75-85e3-45be-b92b-b642f6f98c04 · outbound

This paper cites GPT-4o mini.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? GPT-4o mini

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T15:22:35.991779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:2b853c50f4221f609d4d34e0d0fc7df384a7550743b7343a6179edc20e8cac2d

Observation 649490b5-2185-4f91-968b-1350b542cc2f · outbound

This paper cites GPT-5.1 Chat.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? GPT-5.1 Chat

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T15:22:36.020932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:886b33b1127e2da344d0f5ca4fce4026e57542f22f1e54cabb425432822c0e47

Observation 773569a0-dc6c-40dd-9cfb-ebbd9d0d4896 · outbound

This paper cites GPT-5.2, December 2025.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? GPT-5.2, December 2025

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T15:22:35.917437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:31142ee3c211efaff374427f88007b108283d594021569ead7aba2ea0c3166dc

Observation 9ed007b0-721b-4975-b1f7-d032f447e3da · outbound

This paper cites GPT-5.4, March 2026.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? GPT-5.4, March 2026

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T15:22:35.838930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:2cb7f3cb3aac33088b8db4046865e3eee87fe43ce869b760d15c948630c9c8eb

Observation c2699218-63a8-415a-906c-58121a7cd112 · outbound

This paper cites GPT-5.4 nano, March 2026.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? GPT-5.4 nano, March 2026

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T15:22:36.046399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:2f2f093486c638bdd894f77e8012fe099b14e5bc5482c6eb077d007f7f1d774d

Observation eed65af6-fce2-4928-a365-5d642516a3d4 · outbound

This paper cites Patil, Ion Stoica, and Joseph E.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Patil, Ion Stoica, and Joseph E

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T15:22:36.030836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:5e8078f5ce72e7b694c02939989a3834874bf012a5f36cc4ae3b9c37f23395f9

Observation 9377c1ee-e75e-499f-951c-bd3d425f1440 · outbound

This paper cites Who’s who: Large language models meet knowledge conflicts in practice.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Who’s who: Large language models meet knowledge conflicts in practice

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T15:22:35.905945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:c49b1fbade2a400eafd31b7d15d72f8099e22934eebcfe6c2a18ff045140139a

Observation 37784cf1-9b5d-4ebc-acd0-e92393ce64a6 · outbound

This paper cites Qwen3.5: Towards native multimodal agents, February 2026.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Qwen3.5: Towards native multimodal agents, February 2026

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T15:22:35.914084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:cc93f2673793569193dda49db4e01d71f176636af76627c56d2eff0687d8ada0

Observation 81479b3b-e719-423e-b9b9-63bfa2df3736 · outbound

This paper cites Rabiner and B.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Rabiner and B

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T15:22:35.923803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:304b6a4e7909896504b1dd278bd471921a9f6f31e4cb4185e31b6c5fa7953fd8

Observation e7c7a464-39e6-4be0-9591-bc739e4e91aa · outbound

This paper cites Zep: A temporal knowledge graph architecture for agent memory.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Zep: A temporal knowledge graph architecture for agent memory

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T15:22:35.937992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:13759d4ced8165232f586f9bc9909899197e84fb099e9fd35cb5c78fdc7ed4ff

Observation f0cf9bfe-99a6-4a95-9970-957712278d87 · outbound

This paper cites Morehopqa: More than multi-hop reasoning.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Morehopqa: More than multi-hop reasoning

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T15:22:35.871020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:0e94a09b82dc84dd659848619ad064ecc64b23556ca494fdd90022f193f3f904

Observation 53bfcd0a-2608-4c0f-bc26-d8da5fe9ebb4 · outbound

This paper cites an unresolved cited work.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-05-26T15:22:35.880755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:04ba4b03e5a982c44dea23b1fe89269e4a10372aa4dd6b8e4b02e27899c8f9dd

Observation 319f32aa-e55c-44af-87ac-e64f2e138402 · outbound

This paper cites Long- memeval: Benchmarking chat assistants on long-term interactive memory.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Long- memeval: Benchmarking chat assistants on long-term interactive memory

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T15:22:35.895168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:117a26864996e88e6db0efcfa09a46b6b87e0957643696c1c09b38197673952c

Observation fb1641b6-3114-4138-93d8-c33386bfdaf5 · outbound

This paper cites Knowme-bench: Benchmarking person understanding for lifelong digital companions.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Knowme-bench: Benchmarking person understanding for lifelong digital companions

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T15:22:35.941803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:a668be906737e325fc5b08baee32893b94d68646220e6c1cab7cda07e7b5ffda

Observation 702d494b-01a8-4779-9828-6b655df3c350 · outbound

This paper cites Knowledge conflicts for LLMs: A survey.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Knowledge conflicts for LLMs: A survey

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T15:22:35.861382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:72108ac12d8a79918804a8b7c0ca9d643dfe246e21508ed3f57c9fa1e5570e80

Observation 9ad04085-c119-4efb-9063-65aeaf7a3435 · outbound

This paper cites A-mem: Agentic memory for llm agents.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? A-mem: Agentic memory for llm agents

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T15:22:35.835803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:1c3ea7cd8036aaf6c919873b63901bac55119a7992cfb5ab7fa74d62c72d3404

Observation 0d446058-7ea8-4e8e-b4ae-7f50648cdfcd · outbound

This paper cites Pan, Hinrich Schütze, V olker Tresp, and Yunpu Ma.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Pan, Hinrich Schütze, V olker Tresp, and Yunpu Ma

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T15:22:35.832413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:048f11648598372f83cb5b2b623d671bd10ef6e2000e31fc17d990c340fb723f

Observation d474498a-d6c2-4036-a809-d77d5786556a · outbound

This paper cites Crag - comprehensive rag benchmark.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Crag - comprehensive rag benchmark

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T15:22:35.842442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:acf8d165279c34f819da44e0c5dc431bc0ce550a0335b91ff2966ccd0c6d1dac

Observation 45872211-9e33-44b9-b2f1-3e945b68cf17 · outbound

This paper cites an unresolved cited work.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-05-26T15:22:36.043266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:faf5667101a727576fe06e7f5ac3d68c052e4cd7641dac6c880ad7b1c8dd73b3

Observation 283e1142-7fa6-4736-9327-1fb9edd96081 · outbound

This paper cites Memsearcher: Training llms to reason, search and manage memory via end-to-end reinforcement learning.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Memsearcher: Training llms to reason, search and manage memory via end-to-end reinforcement learning

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T15:22:35.927099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:51f8d8ff957e5f5b01cf649c09fbfa7c53126778e93a99d54c614470a4cd7eb3

Observation 103bf312-02ed-4ae5-9758-497d18c6a1f6 · outbound

This paper cites Assomem: Scalable memory qa with multi-signal associative retrieval.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Assomem: Scalable memory qa with multi-signal associative retrieval

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T15:22:36.049599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:3ef2ef6c0be6e7aa45f3acaff81c6643e1fbc7efaa3c17c25fcfadc8768d6f72

Observation 0fcebd65-e000-40c0-9f5f-66b74f24bedd · outbound

This paper cites Slice of Life.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Slice of Life

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T15:22:36.052735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:9c498b89623d30580cd0073a30b27b816b713c572372df179dd37195340b65a1

Observation 68752798-bc1d-42a6-aafb-4e742339cbaf · outbound

This paper cites an unresolved cited work.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-05-26T15:22:36.033949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:d3663220fa7b14907cd0d53938f088c615293b35d7be89ad97dc6c820797b651

Observation d99ec4fc-a3df-4ce7-9d97-7d19a8a52a64 · outbound

This paper cites an unresolved cited work.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-05-26T15:22:36.040176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:4fd068bb342f7bf075b7e5827f0964ab536afc5fbf355a4970060e2d0f991e3a

Observation 253c22d2-c40e-47de-957f-64a20623cbbd · outbound

This paper cites M_new".

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? M_new"

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T15:22:36.037173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:f0676b2db1f7dd2897226ef82b988d86711ea72c0430bc9cb76211edcfc5c600

Observation bab54749-2983-4522-8f9e-881faf986d8e · outbound

This paper cites an unresolved cited work.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-05-26T15:22:36.027793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:75c1b7693fad8de868d935200735236b8ae49952e9af815d058e71b297c3ae9e

Observation d7c137a1-6796-41f8-a07a-c364038de28d · outbound

This paper cites don’t".

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? don’t"

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T15:22:35.930628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:1993cc7627317074ee903b33932016f4585f83f3fecbb1dbd72ccdc937c77ac7

Observation 6a535fdc-0358-4c16-9b19-a47274007a26 · outbound

This paper cites an unresolved cited work.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-05-26T15:22:35.887406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:49e216e2ec213157fb68ed67d2d2c4702fe0a72cbd50f815dd6a11af80f606ce

Observation 0deee47d-e54d-42ab-b4af-e72e18770f42 · outbound

This paper cites an unresolved cited work.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-05-26T15:22:35.994719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:b71f6250c49be7aff09df82b4b1ee112e14c63e7b4e2cf98ea1f8bee9a1ae731

Observation b713801e-2162-4bdb-aa8b-476843f32c54 · outbound

This paper cites I don’t".

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? I don’t"

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T15:22:35.883949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:dcf0dee020f3f28a440e35e05001b2615281abc69b72730194c1a674ce1bc78c

Observation c12779da-2423-4104-90d7-908d24142c16 · outbound

This paper cites User is vegetarian.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? User is vegetarian

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T15:22:35.891099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:b7fdfe4e41c62b0b93a8625bccb8f17fc358f3336b0c0093d8aa8f747c24de02

Observation a244f789-8cbf-4745-8c94-75282c314cb4 · outbound

This paper cites The user moved recently.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? The user moved recently

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T15:22:35.874088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:d6fcfbe01ecd237534bce0036db81991751376d1cba002c8501760dae43f31a1

Observation fc577e5f-31a7-4d46-8109-2248f92132b0 · outbound

This paper cites an unresolved cited work.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Unresolved cited work

Reference 59

Resolution
parse uncertain
raw_fallback, observed 2026-05-26T15:22:35.877591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:663fd26640a577632114425eb1aa58066897304f3701389217c7a9593e9cb97c

Observation 2cbafeaf-e062-4d02-80a7-9aa95d3ce118 · outbound

This paper cites an unresolved cited work.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-05-26T15:22:35.898890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:8c646875d2bc5decd5c5ca2598b615223e8e9c3acd2439ba6df6791ba1d1fb9a

Observation 0ab65ad8-4618-4ab3-a4fa-2f7a4aa9d3d2 · outbound

This paper cites { time_gap}.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? { time_gap}

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T15:22:35.902577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:4fe5f7a583384ba72a3a91678af2c112c0e639ebb002b6f20a3861fd2716d66e

Observation 43d1d8ce-cb34-4334-aefc-d3c46299f517 · outbound

This paper cites an unresolved cited work.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-05-26T15:22:35.858103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:991d8a4c9325d8332986f266da8cd7d47ee875998379f105cbb795c18ed37755

Observation e2843b1b-3c7d-498c-af42-64a890ab62d7 · outbound

This paper cites an unresolved cited work.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-05-26T15:22:35.864303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:b8b0bddf4710c11bc25efec984f0d87324993c82f72cfcfc64d7579e273263dd

Observation 528b1194-61c3-46ae-a1dc-977dcd8b87ab · outbound

This paper cites {m_old_text}.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? {m_old_text}

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T15:22:35.848554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:0050740c0440c38276e94cead4e1b90408578fe8aee54dddf72a8c2d722ec56b

Observation 2874d004-f2c6-4112-9575-8bef7cbbba7d · outbound

This paper cites for 6 weeks.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? for 6 weeks

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T15:22:35.845461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:826b5ff89733457c21b4797027b35ad43e24ce927f2e8cba352bea09bfa0d8df

Observation cd6eacb5-d2ad-4170-82b7-23e091346f78 · outbound

This paper cites an unresolved cited work.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-05-26T15:22:35.851834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:c969c3f23d4c13d3b0facf765d2ec47e3973c1579e9700e50523734cf3146a0d

Observation 22ce4ded-8f3a-4c1c-8daa-4734f3523d0d · outbound

This paper cites an unresolved cited work.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-05-26T15:22:35.867555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:6623832d50ab8fced39be9f4665786f4915ea254cdd4742b11e4896a7bae1042

Observation 296cabe9-9583-41a5-b365-04c7ebd90e4a · outbound

This paper cites reasoning.

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? reasoning

Reference 68

Resolution
malformed identifier
raw_fallback, observed 2026-05-26T15:22:35.854991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T10:15:31.220844Z digest=sha256:1a31fa0ebc0fae3fee59497451809a58e3f2c5792f88b167f3b440deaea43074

Pith citing papers

Observation fec44d9d-73bd-401e-a5ea-4f8647f4ae7c · inbound

TOKI: A Bitemporal Operator Algebra for Contradiction Resolution in LLM-Agent Persistent Memory cites this paper.

TOKI: A Bitemporal Operator Algebra for Contradiction Resolution in LLM-Agent Persistent Memory STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?

Reference 15

Resolution
verified exact
local_arxiv, observed 2026-07-02T16:07:08.856978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-27T23:01:39.067515Z digest=sha256:f0ef8c1e51e0872a33874604aa0b655b1d046aae392dc0b9dc7495e5d292fc3e

Observation e88f8c24-4d91-40a2-ac78-d18aa035931f · inbound

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

Learning What to Remember: Observability-Safe Memory Retention via Constrained Optimization for Long-Horizon Language Agents STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?

Reference 30

Resolution
verified exact
local_arxiv, observed 2026-07-03T04:47:38.775159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-06-27T13:34:59.252880Z digest=sha256:bbd51ca286e9d85a371c5330ff17c5c152a7a7f91050b8402c8cbe851b6c2528

Observation 0fe782ce-4dc2-4a63-b606-702b20e0976f · inbound

MemTrace: Probing What Final Accuracy Misses in Long-Term Memory cites this paper.

MemTrace: Probing What Final Accuracy Misses in Long-Term Memory STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?

Reference 32

Resolution
metadata mismatch
local_arxiv, observed 2026-07-03T18:18:49.789163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-06-27T03:13:52.804489Z digest=sha256:a7c91090834e0e6becefc64baae96f3d0143f8fad30eaba6bc4c7f721d4bab97

Observation e8c976f8-0bd0-4e53-a01c-2ca9110776eb · inbound

Always-OnAgents:A Survey of Persistent Memory, State, and Governance in LLMAgents cites this paper.

Always-OnAgents:A Survey of Persistent Memory, State, and Governance in LLMAgents STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?

Reference 4

Resolution
metadata mismatch
local_arxiv, observed 2026-07-01T15:15:48.341793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-30T03:44:51.320606Z digest=sha256:fbdad255b70c7f0cebf8ef9583bc02d88def995edb6c47b7caf34308994b021f

Observation c2659916-e105-439c-9dec-896c866452d5 · inbound

MemSyco-Bench: Benchmarking Sycophancy in Agent Memory cites this paper.

MemSyco-Bench: Benchmarking Sycophancy in Agent Memory STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?

Reference 37

Resolution
metadata mismatch
local_arxiv, observed 2026-07-02T06:36:43.305988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-07-02T06:29:32.975530Z digest=sha256:ffc0518c3fe50c12bfa7909aa7db7348b6cb34df2843ec0c5f33e6d0811d1cbb

Observation ed59fb83-34b4-40ba-a08a-acebe2d53950 · inbound

MemSyco-Bench: Benchmarking Sycophancy in Agent Memory cites this paper.

MemSyco-Bench: Benchmarking Sycophancy in Agent Memory STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?

Reference 37

Resolution
metadata mismatch
local_arxiv, observed 2026-07-03T18:58:50.766602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-07-03T18:50:02.455542Z digest=sha256:17a980dc6f2eb948add6e456fbdd0bc965a224b9cce4b9e8cef0bcf6b2a53acd

Observation 5e4d7eaf-f5ac-4bb1-98a8-fef7e348f279 · inbound

Object-Centric Environment Modeling for Agentic Tasks cites this paper.

Object-Centric Environment Modeling for Agentic Tasks STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?

Reference 8

Resolution
unresolved
no resolver link, observed 2026-07-12T06:39:21.435864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-12T06:39:21.435864Z digest=sha256:e0580f6863bde2d2938d1a208069bc31bc710ca060635066fdc069a28ca55172

Observation 82bf9fc3-ee00-4700-a37b-b25ddcc47a74 · inbound

Mi-Memory: A Lifecycle Memory Framework for Personal AI cites this paper.

Mi-Memory: A Lifecycle Memory Framework for Personal AI STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-01T13:52:28.573373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T13:52:28.573373Z digest=sha256:5233878c67cf89a088d866a92834e38a1f80a5900504e9ca6263955d31a56107

Observation 214a1e75-1d8b-47cc-9668-1daef57ea7cb · inbound

Model or Harness? An Interaction-Centric Taxonomy for Localizing Agent Failures cites this paper.

Model or Harness? An Interaction-Centric Taxonomy for Localizing Agent Failures STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-03T00:25:08.519326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T00:25:08.519326Z digest=sha256:638f45cc9d1c1f9bd6d5985116014dc3d1c92bce279b3dfd797a6013701a0322

Observation a5c88cb0-1258-49a1-877a-a303de869a87 · inbound

PhyCheck: Fine-Grained Evidence-Grounded Dataset for Physical Law Understanding in Video-LLMs cites this paper.

PhyCheck: Fine-Grained Evidence-Grounded Dataset for Physical Law Understanding in Video-LLMs STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?

Reference 177

Resolution
unresolved
no resolver link, observed 2026-08-04T13:44:06.301342Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T13:44:06.301342Z digest=sha256:2a328878b3e2e6352f2d2049682b72b495cefdc678dc4c7cdbde58c382a22bb3