Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-08T10:15:31.220844Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-08T10:15:31.220844Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-04T13:44:06.301342Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-03T18:58:50.765004Z
67 of 67 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 1e475ce8-3c42-47d4-bb42-e7691e119b94 · outbound
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Brachman and Hector J
Reference 1
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.
Observation 21e45a62-1fa1-446f-8076-9fe80bbce785 · outbound
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?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
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.
Observation ab8ba430-f960-4bc8-bfad-b049e181af4b · outbound
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Unresolved cited work
Reference 3
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.
Observation eb894bfb-70a5-435c-a28f-d38ed74d87ae · outbound
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Lightmem: Lightweight and efficient memory-augmented generation
Reference 4
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.
Observation 8aeec2f5-4f6f-4479-b972-c6e347c6f3f2 · outbound
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?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
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.
Observation 73681c93-def3-4ef9-b9a7-85e8498142af · outbound
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Retrieval-augmented generation for large language models: A survey
Reference 6
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.
Observation 2d6c77d3-75d2-403d-a40b-c335784230a1 · outbound
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Gemini 3.1 Flash-lite, February 2026
Reference 7
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.
Observation 2988d919-11de-4703-b707-231b6be7545a · outbound
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Gemini 3.1 Pro, February 2026
Reference 8
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.
Observation 62dfc74f-bee5-4f37-991f-5f3e085af9c1 · outbound
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
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.
Observation 58684432-6a7c-4783-99f3-536fa0697a87 · outbound
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Evaluating memory in llm agents via incremental multi-turn interactions
Reference 10
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.
Observation 380693dc-e224-494e-98df-453787e1a182 · outbound
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Memory in the age of ai agents
Reference 11
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.
Observation f692e398-8b59-4f80-9fbc-ae7a4c7f007c · outbound
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Unresolved cited work
Reference 12
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.
Observation b44e2f0c-885e-40c7-959a-ebebfd93c62c · outbound
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
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.
Observation 9df63a2e-a689-44a7-94e8-d6ed33c6cb02 · outbound
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Taylor, and Dan Roth
Reference 14
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.
Observation c71d677a-a97a-491d-9e8f-3716b14ae16c · outbound
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
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.
Observation 5ff44069-2b3c-4008-996f-77236225b757 · outbound
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Memory-QA: Answering recall questions based on multi- modal memories
Reference 16
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.
Observation c9e86e52-1ba7-440d-8c48-08d7b34046b8 · outbound
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Amemgym: Interactive memory benchmarking for assistants in long-horizon conversations
Reference 17
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.
Observation f0d75383-c8ff-4eb9-9922-115c419036eb · outbound
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Littman, and Anthony R
Reference 18
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.
Observation c38b78d8-a31f-41fe-9760-31c7fb0d6efc · outbound
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Efficient memory management for large language model serving with pagedattention
Reference 19
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.
Observation 74035fbd-c3a8-45cc-993c-c1ac2ea041b1 · outbound
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Retrieval-augmented generation for knowledge-intensive nlp tasks
Reference 20
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.
Observation de462d88-99b1-4899-9f42-3d8217f66add · outbound
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
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.
Observation 5a5e2013-5f39-4fdd-b692-2a7141508277 · outbound
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
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.
Observation 4c2e8c13-c306-4baf-91e7-577312d15a1c · outbound
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Evaluating very long-term conversational memory of LLM agents
Reference 23
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.
Observation 59f379f5-01f5-4676-95c2-46a86212603f · outbound
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Llama 3.3
Reference 24
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.
Observation dd1cf5c8-af3d-4a08-a8e9-2ed4ff8c0dbf · outbound
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? MiniMax M2.5
Reference 25
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.
Observation e75ddc75-85e3-45be-b92b-b642f6f98c04 · outbound
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? GPT-4o mini
Reference 26
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.
Observation 649490b5-2185-4f91-968b-1350b542cc2f · outbound
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? GPT-5.1 Chat
Reference 27
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.
Observation 773569a0-dc6c-40dd-9cfb-ebbd9d0d4896 · outbound
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? GPT-5.2, December 2025
Reference 28
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.
Observation 9ed007b0-721b-4975-b1f7-d032f447e3da · outbound
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? GPT-5.4, March 2026
Reference 29
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.
Observation c2699218-63a8-415a-906c-58121a7cd112 · outbound
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? GPT-5.4 nano, March 2026
Reference 30
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.
Observation eed65af6-fce2-4928-a365-5d642516a3d4 · outbound
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Patil, Ion Stoica, and Joseph E
Reference 31
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.
Observation 9377c1ee-e75e-499f-951c-bd3d425f1440 · outbound
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
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.
Observation 37784cf1-9b5d-4ebc-acd0-e92393ce64a6 · outbound
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Qwen3.5: Towards native multimodal agents, February 2026
Reference 33
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.
Observation 81479b3b-e719-423e-b9b9-63bfa2df3736 · outbound
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Rabiner and B
Reference 34
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.
Observation e7c7a464-39e6-4be0-9591-bc739e4e91aa · outbound
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Zep: A temporal knowledge graph architecture for agent memory
Reference 35
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.
Observation f0cf9bfe-99a6-4a95-9970-957712278d87 · outbound
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Morehopqa: More than multi-hop reasoning
Reference 36
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.
Observation 53bfcd0a-2608-4c0f-bc26-d8da5fe9ebb4 · outbound
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Unresolved cited work
Reference 37
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.
Observation 319f32aa-e55c-44af-87ac-e64f2e138402 · outbound
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Long- memeval: Benchmarking chat assistants on long-term interactive memory
Reference 38
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.
Observation fb1641b6-3114-4138-93d8-c33386bfdaf5 · outbound
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Knowme-bench: Benchmarking person understanding for lifelong digital companions
Reference 39
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.
Observation 702d494b-01a8-4779-9828-6b655df3c350 · outbound
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Knowledge conflicts for LLMs: A survey
Reference 40
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.
Observation 9ad04085-c119-4efb-9063-65aeaf7a3435 · outbound
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? A-mem: Agentic memory for llm agents
Reference 41
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.
Observation 0d446058-7ea8-4e8e-b4ae-7f50648cdfcd · outbound
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Pan, Hinrich Schütze, V olker Tresp, and Yunpu Ma
Reference 42
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.
Observation d474498a-d6c2-4036-a809-d77d5786556a · outbound
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Crag - comprehensive rag benchmark
Reference 43
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.
Observation 45872211-9e33-44b9-b2f1-3e945b68cf17 · outbound
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Unresolved cited work
Reference 44
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.
Observation 283e1142-7fa6-4736-9327-1fb9edd96081 · outbound
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
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.
Observation 103bf312-02ed-4ae5-9758-497d18c6a1f6 · outbound
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Assomem: Scalable memory qa with multi-signal associative retrieval
Reference 46
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.
Observation 0fcebd65-e000-40c0-9f5f-66b74f24bedd · outbound
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Slice of Life
Reference 47
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.
Observation 68752798-bc1d-42a6-aafb-4e742339cbaf · outbound
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Unresolved cited work
Reference 48
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.
Observation d99ec4fc-a3df-4ce7-9d97-7d19a8a52a64 · outbound
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Unresolved cited work
Reference 49
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.
Observation 253c22d2-c40e-47de-957f-64a20623cbbd · outbound
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? M_new"
Reference 50
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.
Observation bab54749-2983-4522-8f9e-881faf986d8e · outbound
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Unresolved cited work
Reference 52
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.
Observation d7c137a1-6796-41f8-a07a-c364038de28d · outbound
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? don’t"
Reference 53
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.
Observation 6a535fdc-0358-4c16-9b19-a47274007a26 · outbound
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Unresolved cited work
Reference 54
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.
Observation 0deee47d-e54d-42ab-b4af-e72e18770f42 · outbound
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Unresolved cited work
Reference 55
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.
Observation b713801e-2162-4bdb-aa8b-476843f32c54 · outbound
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? I don’t"
Reference 56
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.
Observation c12779da-2423-4104-90d7-908d24142c16 · outbound
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? User is vegetarian
Reference 57
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.
Observation a244f789-8cbf-4745-8c94-75282c314cb4 · outbound
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? The user moved recently
Reference 58
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.
Observation fc577e5f-31a7-4d46-8109-2248f92132b0 · outbound
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Unresolved cited work
Reference 59
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.
Observation 2cbafeaf-e062-4d02-80a7-9aa95d3ce118 · outbound
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Unresolved cited work
Reference 60
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.
Observation 0ab65ad8-4618-4ab3-a4fa-2f7a4aa9d3d2 · outbound
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? { time_gap}
Reference 61
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.
Observation 43d1d8ce-cb34-4334-aefc-d3c46299f517 · outbound
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Unresolved cited work
Reference 62
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.
Observation e2843b1b-3c7d-498c-af42-64a890ab62d7 · outbound
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Unresolved cited work
Reference 63
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.
Observation 528b1194-61c3-46ae-a1dc-977dcd8b87ab · outbound
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? {m_old_text}
Reference 64
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.
Observation 2874d004-f2c6-4112-9575-8bef7cbbba7d · outbound
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? for 6 weeks
Reference 65
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.
Observation cd6eacb5-d2ad-4170-82b7-23e091346f78 · outbound
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Unresolved cited work
Reference 66
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.
Observation 22ce4ded-8f3a-4c1c-8daa-4734f3523d0d · outbound
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Unresolved cited work
Reference 67
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.
Observation 296cabe9-9583-41a5-b365-04c7ebd90e4a · outbound
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? reasoning
Reference 68
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.
Observation fec44d9d-73bd-401e-a5ea-4f8647f4ae7c · inbound
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
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.
Observation e88f8c24-4d91-40a2-ac78-d18aa035931f · inbound
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
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.
Observation 0fe782ce-4dc2-4a63-b606-702b20e0976f · inbound
MemTrace: Probing What Final Accuracy Misses in Long-Term Memory STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?
Reference 32
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.
Observation e8c976f8-0bd0-4e53-a01c-2ca9110776eb · inbound
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
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.
Observation c2659916-e105-439c-9dec-896c866452d5 · inbound
MemSyco-Bench: Benchmarking Sycophancy in Agent Memory STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?
Reference 37
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.
Observation ed59fb83-34b4-40ba-a08a-acebe2d53950 · inbound
MemSyco-Bench: Benchmarking Sycophancy in Agent Memory STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?
Reference 37
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.
Observation 5e4d7eaf-f5ac-4bb1-98a8-fef7e348f279 · inbound
Object-Centric Environment Modeling for Agentic Tasks STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 82bf9fc3-ee00-4700-a37b-b25ddcc47a74 · inbound
Mi-Memory: A Lifecycle Memory Framework for Personal AI STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 214a1e75-1d8b-47cc-9668-1daef57ea7cb · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a5c88cb0-1258-49a1-877a-a303de869a87 · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.