Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-20T10:21:11.725387Z
Paper Citation Record · LEDGER
Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment
As of 16 August 2026, this Paper Citation Record lists 71 of 71 outbound references and 2 inbound Pith citation observations for arXiv:2605.18672.
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 2026-08-16T06:30:59.297886+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-02T07:31:27.644604Z
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
71 of 71 outbound references displayed
- verified exact18
- verified fuzzy30
- unresolved20
- parse uncertain2
- malformed identifier1
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 770d6f8b-7b91-48e3-8da5-ff2589e49302 · outbound
This paper cites Alshiekh, R.
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T10:23:12.664976Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation c84ddd43-5977-4a83-beac-26090e7a794f · outbound
This paper cites an unresolved cited work.
Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-05-20T10:23:12.627584Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 46c7b6d1-6784-4848-ac86-3788d6ed9c43 · outbound
This paper cites AgentHarm: A Benchmark for Measuring Harmfulness of LLM Agents.
Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment AgentHarm: A Benchmark for Measuring Harmfulness of LLM Agents
Reference 3
- Resolution
- verified exact
- local_arxiv, observed 2026-05-20T10:23:12.033339Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation e3520272-f10c-4b4c-bb40-76f5aae3f1d2 · outbound
This paper cites Constitutional AI: Harmlessness from AI Feedback.
Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment Constitutional AI: Harmlessness from AI Feedback
Reference 4
- Resolution
- verified exact
- local_arxiv, observed 2026-05-20T10:23:12.030414Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 623b4750-799f-43fc-a6f6-8efba0dc4f0b · outbound
This paper cites an unresolved cited work.
Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-05-20T10:23:12.636947Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 19497015-a07d-44fb-bdfe-764caafb5b78 · outbound
This paper cites Bartocci, J.
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T10:23:12.629866Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 8b3e4cbd-3f82-4af1-94bb-bc2eb6ae41b7 · outbound
This paper cites Agent Behavioral Contracts: Formal Specification and Runtime Enforcement.
Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment Agent Behavioral Contracts: Formal Specification and Runtime Enforcement
Reference 7
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T10:23:12.015524Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation bc46e99b-df29-43f9-bffa-c48d6369c168 · outbound
This paper cites Blohm, M.
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T10:23:12.644515Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation bec47ff9-f864-45e8-b084-7e8add6699b7 · outbound
This paper cites Blohm, M.
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T10:23:12.618253Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation dc608a0c-58b6-474b-8efe-c6b3739dda97 · outbound
This paper cites PAS 1883: Operational design domain (ODD) taxonomy for an automated driving system (ADS)—specification.
Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment PAS 1883: Operational design domain (ODD) taxonomy for an automated driving system (ADS)—specification
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T10:23:12.616018Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 226a6da8-c4ed-4eea-991d-49c32abb8a16 · outbound
This paper cites Why Do Multi-Agent LLM Systems Fail?.
Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment Why Do Multi-Agent LLM Systems Fail?
Reference 11
- Resolution
- verified exact
- local_arxiv, observed 2026-05-20T10:23:12.024102Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation db04860c-0030-4695-8e9b-df9c09678601 · outbound
This paper cites an unresolved cited work.
Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-05-20T10:23:12.662462Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 76a6e7c7-9680-44dc-a59f-f1d7a4cd04c8 · outbound
This paper cites an unresolved cited work.
Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-05-20T10:23:12.653592Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 45e33326-f8ee-4df8-b40c-b00ec1318f52 · outbound
This paper cites Davidov et al.
Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment Davidov et al
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T10:23:12.613175Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f0186698-3640-4bd2-ae6f-f023383f0693 · outbound
This paper cites Calibrated predictive lower bounds on time-to-unsafe- sampling in llms.arXiv preprint arXiv:2506.13593,.
Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment Calibrated predictive lower bounds on time-to-unsafe- sampling in llms.arXiv preprint arXiv:2506.13593,
Reference 15
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T10:23:12.021419Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation c2ca7267-e4b8-4f16-9196-e2521dbf675d · outbound
This paper cites Delahaye, B.
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T10:23:12.622751Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 12a03291-afd5-478a-84f3-1d3cf0002036 · outbound
This paper cites Delahaye, B.
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T10:23:12.651205Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation e3cd6714-4584-444b-85d8-1b528ae8fcd2 · outbound
This paper cites an unresolved cited work.
Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-05-20T10:23:12.634436Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation cd4899b2-7f50-4f5d-82f2-a16d00c378f4 · outbound
This paper cites Donzé and O.
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T10:23:12.632348Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 06773c47-0191-4d06-9225-a91f5b00d5cc · outbound
This paper cites Fränzle and M.
Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment Fränzle and M
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T10:23:12.605342Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation e9ce9e0e-ee0d-4ce5-866f-f62fb2127438 · outbound
This paper cites an unresolved cited work.
Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-05-20T10:23:12.648959Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation cf8ae6bc-211f-4c21-a49e-a4c8f8d88394 · outbound
This paper cites Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents.
Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents
Reference 22
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T10:23:12.039116Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 4b118fb6-908a-4b1b-b2ed-0a8efcd5651b · outbound
This paper cites Giannakopoulou, K.
Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment Giannakopoulou, K
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T10:23:12.660394Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 5c2c9abb-b080-4a9c-bcbd-9bd3f1ab5245 · outbound
This paper cites an unresolved cited work.
Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-05-20T10:23:12.657954Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a30b5ef3-f005-4c5d-8c58-288fe4584525 · outbound
This paper cites Hampus and M.
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T10:23:12.600497Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 9d2ea677-f27c-4a57-9ab2-2121601e75c4 · outbound
This paper cites an unresolved cited work.
Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-05-20T10:23:12.602930Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation d3c1d2a7-292a-41b0-bc23-0d314157f0f4 · outbound
This paper cites Huang, F.
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T10:23:12.607775Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation d797e140-af74-4314-842d-3f42a64abd7a · outbound
This paper cites Huang, W.
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T10:23:12.620298Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 68e66539-3c05-42d2-b117-3473501f785c · outbound
This paper cites ISO 34503: Road vehicles—taxonomy and definitions for operational design domain for automated driving systems.
Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment ISO 34503: Road vehicles—taxonomy and definitions for operational design domain for automated driving systems
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T10:23:12.685807Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7f1741d7-9ca8-4701-9496-9cbe6320bd69 · outbound
This paper cites Kamath et al.
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T10:23:12.639991Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation e4f68ecd-7e2e-47df-931a-536348e9a926 · outbound
This paper cites Safety Aware Task Planning via Large Language Models in Robotics.
Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment Safety Aware Task Planning via Large Language Models in Robotics
Reference 31
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T10:23:12.036424Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation e9a53ec4-b6d6-4978-a512-b04fb6968e98 · outbound
This paper cites an unresolved cited work.
Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment Unresolved cited work
Reference 32
- Resolution
- unresolved
- raw_fallback, observed 2026-05-20T10:23:12.646912Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ef70e3ed-0d69-4cfe-a84b-26b8485f9d9a · outbound
This paper cites Lei et al.
Reference 33
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T10:23:12.027527Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation d5f67895-90ad-4c23-baac-26576eb1cf37 · outbound
This paper cites an unresolved cited work.
Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment Unresolved cited work
Reference 34
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T10:23:12.044635Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f230cf31-4390-4ee0-9e20-62c6a6a57333 · outbound
This paper cites Unlocking Tokens as Data Points for Generalization Bounds on Larger Language Models.
Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment Unlocking Tokens as Data Points for Generalization Bounds on Larger Language Models
Reference 35
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T10:23:12.060023Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 577eeaa2-27ca-4173-8c41-697e0d8f93c7 · outbound
This paper cites The Dark Side of LLMs: Agent-based Attack Vectors for System-level Compromise.
Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment The Dark Side of LLMs: Agent-based Attack Vectors for System-level Compromise
Reference 36
- Resolution
- verified exact
- local_arxiv, observed 2026-05-20T10:23:12.018634Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 42728a05-a8f4-4ef9-a274-f02ad90ae843 · outbound
This paper cites an unresolved cited work.
Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-05-20T10:23:12.610849Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation e76764a4-713f-4348-9629-dfca319336a0 · outbound
This paper cites an unresolved cited work.
Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment Unresolved cited work
Reference 38
- Resolution
- unresolved
- raw_fallback, observed 2026-05-20T10:23:12.625007Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 472665d1-369b-4337-a35a-aa7ceeb0704e · outbound
This paper cites Mestres et al.
Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment Mestres et al
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T10:23:12.669575Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 31554c14-60dd-4a87-9b80-d697819521fd · outbound
This paper cites Miculicich, M.
Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment Miculicich, M
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T10:23:12.667245Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 2791e82c-7a60-4ab8-b92c-747dc5648381 · outbound
This paper cites Mohri and A.
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T10:23:12.589555Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a4354990-9795-4b47-8089-f41da0fce558 · outbound
This paper cites Mohri and A.
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T10:23:12.592185Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 535c9048-2574-4177-a8f2-decbfcaea3db · outbound
This paper cites Benchmarking the Robustness of Agentic Systems to Adversarially-Induced Harms.
Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment Benchmarking the Robustness of Agentic Systems to Adversarially-Induced Harms
Reference 43
- Resolution
- verified exact
- arxiv_id, observed 2026-08-11T01:16:07.083257Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation aabe7ecb-75a7-4142-982b-6eed7fb0ee3b · outbound
This paper cites Ouyang, J.
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T10:23:12.584448Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 0ebcf10d-ef04-4efa-853b-7e15af838475 · outbound
This paper cites an unresolved cited work.
Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment Unresolved cited work
Reference 45
- Resolution
- unresolved
- raw_fallback, observed 2026-05-20T10:23:12.586626Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 338f6b57-4f10-46f6-9843-e36d96bbba6f · outbound
This paper cites Rafailov, A.
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T10:23:12.594768Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a3d001bf-5e87-4a98-b567-396b9ec6875b · outbound
This paper cites an unresolved cited work.
Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment Unresolved cited work
Reference 47
- Resolution
- parse uncertain
- raw_fallback, observed 2026-05-20T10:23:12.582180Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 4a17fc1d-5011-4aa2-b2ab-576b45b1cd04 · outbound
This paper cites Ralaivola, M.
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T10:23:12.573524Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation fd4b002b-99dd-404e-b9ca-ce408fce1f3d · outbound
This paper cites Ramdas, P.
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T10:23:12.571049Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation bae170e7-3139-4c56-9ba5-563664d92635 · outbound
This paper cites Ravichandran, A.
Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment Ravichandran, A
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T10:23:12.576497Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 3a019386-b005-45bf-9f35-9bbd74eef08f · outbound
This paper cites an unresolved cited work.
Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment Unresolved cited work
Reference 51
- Resolution
- unresolved
- raw_fallback, observed 2026-05-20T10:23:12.579414Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation e530f4ec-b3ed-4a55-930f-b4374e5711e0 · outbound
This paper cites Robey, E.
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T10:23:12.597374Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation af9b1af6-c081-489e-a571-1f68acd62beb · outbound
This paper cites J3016: Taxonomy and definitions for terms related to driving automation systems for on-road motor vehicles.
Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment J3016: Taxonomy and definitions for terms related to driving automation systems for on-road motor vehicles
Reference 53
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T10:23:12.655998Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation e4a89527-f944-4bba-8a92-454fa13ff086 · outbound
This paper cites an unresolved cited work.
Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment Unresolved cited work
Reference 54
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T10:23:12.012678Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 9c27dbb3-b904-4037-ac97-29cdc4555b36 · outbound
This paper cites Shamsujjoha, Q.
Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment Shamsujjoha, Q
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T10:23:12.642403Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 1efa54f3-36c4-4d7f-a85a-02e0dffde68b · outbound
This paper cites an unresolved cited work.
Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment Unresolved cited work
Reference 56
- Resolution
- unresolved
- raw_fallback, observed 2026-05-20T10:23:12.696138Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 265a99d2-8c00-4958-8706-ffcf3ea0a344 · outbound
This paper cites an unresolved cited work.
Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment Unresolved cited work
Reference 57
- Resolution
- unresolved
- raw_fallback, observed 2026-05-20T10:23:12.694131Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 79b2da6e-389a-429b-b9d4-13dfded093e9 · outbound
This paper cites an unresolved cited work.
Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment Unresolved cited work
Reference 58
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T10:23:12.053566Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ef6a6b5d-58ed-476f-9be7-666e7d8e40ea · outbound
This paper cites an unresolved cited work.
Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment Unresolved cited work
Reference 59
- Resolution
- unresolved
- raw_fallback, observed 2026-05-20T10:23:12.688137Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 2a21188b-e5eb-4089-994f-73915113e42e · outbound
This paper cites an unresolved cited work.
Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment Unresolved cited work
Reference 60
- Resolution
- unresolved
- raw_fallback, observed 2026-05-20T10:23:12.689951Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 100bfb07-78e8-4758-8bc6-b6ec37b4f6af · outbound
This paper cites ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction.
Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction
Reference 61
- Resolution
- verified exact
- arxiv_id, observed 2026-08-04T02:29:49.790599Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 979fd96b-afcc-40bb-bc88-47044537eae0 · outbound
This paper cites Robosafe: Safeguarding embodied agents via executable safety logic.
Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment Robosafe: Safeguarding embodied agents via executable safety logic
Reference 62
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T10:23:12.050698Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation b477054c-b7dd-48bb-b648-d7771aa8bb40 · outbound
This paper cites an unresolved cited work.
Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment Unresolved cited work
Reference 63
- Resolution
- parse uncertain
- raw_fallback, observed 2026-05-20T10:23:12.692239Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation e5c156a1-00f9-4138-88d6-de6736ca9e13 · outbound
This paper cites CluCERT: Certifying LLM Robustness via Clustering-Guided Denoising Smoothing.
Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment CluCERT: Certifying LLM Robustness via Clustering-Guided Denoising Smoothing
Reference 64
- Resolution
- verified exact
- arxiv_id, observed 2026-07-17T02:20:36.771576Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 9835ba7b-dc59-461a-a0c9-4a8324b31bec · outbound
This paper cites an unresolved cited work.
Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment Unresolved cited work
Reference 65
- Resolution
- unresolved
- raw_fallback, observed 2026-05-20T10:23:12.677193Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 731bfe7f-8df8-46a5-bd69-3cad595547c1 · outbound
This paper cites an unresolved cited work.
Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment Unresolved cited work
Reference 66
- Resolution
- unresolved
- raw_fallback, observed 2026-05-20T10:23:12.679331Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 4de2761f-f502-40ad-a54f-07277ef4b693 · outbound
This paper cites Zhang, T.
Reference 67
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T10:23:12.681456Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 2792ec00-49d3-41c2-839b-4f8f94910947 · outbound
This paper cites Agent-SafetyBench: Evaluating the Safety of LLM Agents.
Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment Agent-SafetyBench: Evaluating the Safety of LLM Agents
Reference 68
- Resolution
- verified exact
- local_arxiv, observed 2026-05-20T10:23:12.047471Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 25415253-9a07-4258-a94d-b69b28c87151 · outbound
This paper cites an unresolved cited work.
Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment Unresolved cited work
Reference 69
- Resolution
- unresolved
- raw_fallback, observed 2026-05-20T10:23:12.683590Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7fcab5be-a3b0-4a89-9a37-7c007b89844f · outbound
This paper cites Visit Rooms 12, 15, and 18 before 15:00 to check each resident’s hydration and wellbeing; bring water if needed; do not disturb residents during rest periods.
Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment Visit Rooms 12, 15, and 18 before 15:00 to check each resident’s hydration and wellbeing; bring water if needed; do not disturb residents during rest periods
Reference 70
- Resolution
- malformed identifier
- raw_fallback, observed 2026-05-20T10:23:12.674757Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 78cc271f-bc6c-41f4-83e8-c771057b0903 · outbound
This paper cites Guidelines: • The answer [N/A] means that the paper does not involve crowdsourcing nor research with human subjects.
Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment Guidelines: • The answer [N/A] means that the paper does not involve crowdsourcing nor research with human subjects
Reference 71
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T10:23:12.671968Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Pith citing papers
Observation 541f5dae-d8a5-4101-9dc9-c92de0e5ee32 · inbound
Trusted Floors Under Untrusted Learners: A Runtime Assured-SLO Guard for ML Serving cites this paper.
Trusted Floors Under Untrusted Learners: A Runtime Assured-SLO Guard for ML Serving Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-07-14T01:11:57.017686Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2b0ca7ae-d2a7-4e9e-b0fc-da9afa8dd50c · inbound
Trusted Floors Under Untrusted Learners: A Runtime Assured-SLO Guard for ML Serving cites this paper.
Trusted Floors Under Untrusted Learners: A Runtime Assured-SLO Guard for ML Serving Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T07:31:27.644604Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.