Paper Citation Record · LEDGER

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute

As of 19 August 2026, this Paper Citation Record lists 76 of 76 outbound references and 3 inbound Pith citation observations for arXiv:2605.15377.

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

pith.paper-citation-record.v1
2605.15377 v2

Coverage vector

measured 76 of 76 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-20T20:12:03.715605Z

measured 79 of 79 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T23:01:35.855113Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-11T04:07:46.472605Z

Reference resolution

76 of 76 outbound references displayed

verified exact28
verified fuzzy30
unresolved4
parse uncertain1
malformed identifier0
metadata mismatch13

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e33e998f-2eb6-4ec5-a6da-25a64596ac83 · outbound

This paper cites Chemotactic motility-induced phase separation.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute Chemotactic motility-induced phase separation

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-20T20:13:43.322039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6d36b5ce-9872-4ebb-8b44-b22822ea1ec7 · outbound

This paper cites Journal of Artificial Intelligence Research , volume =.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute Journal of Artificial Intelligence Research , volume =

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T20:13:44.254441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 77e1f9ce-8a88-408a-b887-6966a33b62a2 · outbound

This paper cites Proceedings of the 38th International Conference on Machine Learning , pages =.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute Proceedings of the 38th International Conference on Machine Learning , pages =

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T20:13:44.264700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5bdd48c1-4133-4541-bbe2-510cb2ba00d9 · outbound

This paper cites 2023 , url =.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute 2023 , url =

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T20:13:44.336702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6583791c-561f-41ee-b864-7ab1b4f2586b · outbound

This paper cites 2020 , isbn =.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute 2020 , isbn =

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T20:13:44.321955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8f46c748-9e3a-47ff-b38d-75edb42e402c · outbound

This paper cites Language Models are Few-Shot Learners.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute Language Models are Few-Shot Learners

Reference 6

Resolution: metadata mismatch; local_arxiv, observed 2026-05-20T20:13:43.404117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 13a15616-ba68-4811-b160-70665b15f87d · outbound

This paper cites Chain-of-Thought Prompting Elicits Reasoning in Large Language Models.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Reference 7

Resolution: metadata mismatch; local_arxiv, observed 2026-05-20T20:13:43.394634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 55a8c0fa-0d46-4c56-b91a-e99cbb69e10b · outbound

This paper cites AI Deception: A Survey of Examples, Risks, and Potential Solutions.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute AI Deception: A Survey of Examples, Risks, and Potential Solutions

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-20T20:13:43.399083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 88c3b861-1a71-4b75-9ac8-86ce9823fe24 · outbound

This paper cites Risks from Learned Optimization in Advanced Machine Learning Systems.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute Risks from Learned Optimization in Advanced Machine Learning Systems

Reference 9

Resolution: metadata mismatch; local_arxiv, observed 2026-05-20T20:13:43.409357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 99022d1f-0d79-438d-8786-a1a4e57de018 · outbound

This paper cites 2022 , url =.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute 2022 , url =

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T20:13:44.324960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4e51d688-9520-43cd-ab39-28234ee13e0a · outbound

This paper cites Transformer Circuits Thread , year =.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute Transformer Circuits Thread , year =

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T20:13:44.327909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 08917793-f165-4327-8fea-94adca8efee3 · outbound

This paper cites Distill , year =.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute Distill , year =

Reference 12

Resolution: verified exact; doi, observed 2026-05-20T20:13:42.767434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9393cffd-19b5-421f-90aa-8433865c3bcd · outbound

This paper cites Sparse Autoencoders Find Highly Interpretable Features in Language Models.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute Sparse Autoencoders Find Highly Interpretable Features in Language Models

Reference 13

Resolution: metadata mismatch; local_arxiv, observed 2026-05-20T20:13:43.364567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 03b85108-beef-4380-9b85-cca9b3ab08c7 · outbound

This paper cites Advances in Neural Information Processing Systems , volume =.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute Advances in Neural Information Processing Systems , volume =

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T20:13:44.305669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9542e3a6-b7e3-4561-b5c3-5fda18150216 · outbound

This paper cites BERT Rediscovers the Classical NLP Pipeline.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute BERT Rediscovers the Classical NLP Pipeline

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-20T20:13:43.337373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 739f8eb9-5864-41e3-92b9-bd3f2db34a10 · outbound

This paper cites AI safety via debate.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute AI safety via debate

Reference 16

Resolution: metadata mismatch; local_arxiv, observed 2026-05-20T20:13:43.362729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1f86d1ea-0b6f-4da7-99ae-0defc7065936 · outbound

This paper cites Alignment faking in large language models.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute Alignment faking in large language models

Reference 17

Resolution: metadata mismatch; local_arxiv, observed 2026-05-20T20:13:43.390476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 664b14b9-3118-4e2a-b017-8803fc7247e1 · outbound

This paper cites Ctrl-Z: Controlling.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute Ctrl-Z: Controlling

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T20:13:44.330759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9bd95b32-2cca-4d46-ae6a-9cc94f9efbcf · outbound

This paper cites an unresolved cited work.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-05-20T20:13:44.297012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation bac069ed-4833-486f-8c43-5a123ab2aabb · outbound

This paper cites arXiv preprint arXiv:2507.15886 , year=.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute arXiv preprint arXiv:2507.15886 , year=

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-20T20:13:43.379532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7c30bd14-68ae-4528-824f-7b7e4ef28de8 · outbound

This paper cites Detecting Strategic Deception Using Linear Probes.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute Detecting Strategic Deception Using Linear Probes

Reference 21

Resolution: metadata mismatch; arxiv_id, observed 2026-05-20T20:13:43.359247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 65d9d4a6-d1f5-4682-a433-9877e8edba27 · outbound

This paper cites arXiv preprint arXiv:2506.05296 , year=.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute arXiv preprint arXiv:2506.05296 , year=

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-20T20:13:43.432260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 92fc3287-8aa5-4bf0-a196-d892053a70c9 · outbound

This paper cites Adaptive Attacks on Trusted Monitors Subvert.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute Adaptive Attacks on Trusted Monitors Subvert

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T20:13:44.300213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 95b24293-d0c9-4946-a612-f6edbd267eff · outbound

This paper cites an unresolved cited work.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-05-20T20:13:44.289689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 472129e7-e728-4237-87fe-f6baf910173f · outbound

This paper cites Measuring Coding Challenge Competence With APPS.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute Measuring Coding Challenge Competence With APPS

Reference 25

Resolution: metadata mismatch; local_arxiv, observed 2026-05-20T20:13:43.350669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e14f9ffa-eee3-4727-9599-8f37568a55d4 · outbound

This paper cites Persona Vectors: Monitoring and Controlling Character Traits in Language Models.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute Persona Vectors: Monitoring and Controlling Character Traits in Language Models

Reference 26

Resolution: metadata mismatch; local_arxiv, observed 2026-05-20T20:13:43.307151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7fba8d91-bb3d-478c-be57-c1a5ccd7c191 · outbound

This paper cites 2025 , url =.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute 2025 , url =

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T20:13:44.285687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6ed0e428-cdfb-44a6-b53c-91921517f45a · outbound

This paper cites Enhancing Monitoring in.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute Enhancing Monitoring in

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T20:13:44.293710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5486421b-31f7-464e-87b0-e6115d4c162b · outbound

This paper cites an unresolved cited work.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-05-20T20:13:44.279975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5202217a-45f4-4e27-a0e1-bdf558c2f5af · outbound

This paper cites title =.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute title =

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T20:13:44.282693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b9a89b2d-c36c-44ae-a2f8-a1e6bc1c180c · outbound

This paper cites Machine Learning , volume =.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute Machine Learning , volume =

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T20:13:44.251683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f5c586ca-3bc2-49ff-89c6-4b955d379e2f · outbound

This paper cites IEEE Transactions on Pattern Analysis and Machine Intelligence , volume =.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute IEEE Transactions on Pattern Analysis and Machine Intelligence , volume =

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T20:13:44.271074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c2e9b91d-b402-48d9-8399-b3f9695877f9 · outbound

This paper cites Advances in Neural Information Processing Systems , volume =.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute Advances in Neural Information Processing Systems , volume =

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T20:13:44.274277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 44e856ed-bcaf-4e52-88fa-9a0df4512889 · outbound

This paper cites Machine Learning , year =.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute Machine Learning , year =

Reference 34

Resolution: verified exact; doi, observed 2026-05-20T20:13:42.762667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 96579ed6-a23b-499b-811f-dc0a235f29e9 · outbound

This paper cites Frontiers of Computer Science , year =.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute Frontiers of Computer Science , year =

Reference 35

Resolution: verified exact; doi, observed 2026-05-20T20:13:42.746257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 63d43ebc-5608-4a87-987d-2a683b19354b · outbound

This paper cites 2025 , url =.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute 2025 , url =

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T20:13:44.277277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1acede03-1772-4218-b601-67a1a9e0c4b0 · outbound

This paper cites Cot red-handed: Stress testing chain- of-thought monitoring.ArXiv, abs/2505.23575.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute Cot red-handed: Stress testing chain- of-thought monitoring.ArXiv, abs/2505.23575

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-05-20T20:13:43.346222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f60bdf2c-5f83-4b20-a68f-4c634b7b3a20 · outbound

This paper cites 2025 , url =.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute 2025 , url =

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T20:13:44.333824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation af274a6c-806a-49bf-842f-33ebaa2176d7 · outbound

This paper cites title =.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute title =

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T20:13:44.260885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9acc17e7-bd41-4d06-8155-056d39834b73 · outbound

This paper cites AgentHarm: A Benchmark for Measuring Harmfulness of LLM Agents.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute AgentHarm: A Benchmark for Measuring Harmfulness of LLM Agents

Reference 40

Resolution: verified exact; local_arxiv, observed 2026-05-20T20:13:43.342287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1afc0c7c-474f-4630-9ffc-43a74df47d7c · outbound

This paper cites Monitoring Reasoning Models for Misbehavior and the Risks of Promoting Obfuscation.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute Monitoring Reasoning Models for Misbehavior and the Risks of Promoting Obfuscation

Reference 41

Resolution: metadata mismatch; arxiv_id, observed 2026-05-21T07:24:13.179886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9ccabc5e-e7f6-4027-916a-ad7104dc2836 · outbound

This paper cites RepliBench: Evaluating the Autonomous Replication Capabilities of Language Model Agents.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute RepliBench: Evaluating the Autonomous Replication Capabilities of Language Model Agents

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-05-20T20:13:43.355158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 25f7e120-d4d0-4e62-95e0-44ff54fb4b9c · outbound

This paper cites The Thirty-eight Conference on Neural Information Processing Systems Datasets and Benchmarks Track , year =.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute The Thirty-eight Conference on Neural Information Processing Systems Datasets and Benchmarks Track , year =

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T20:13:44.257846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e4d114e6-ce53-4126-a1ab-e3887415032e · outbound

This paper cites Stress-Testing Capability Elicitation With Password-Locked Models.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute Stress-Testing Capability Elicitation With Password-Locked Models

Reference 44

Resolution: verified exact; arxiv_id, observed 2026-05-20T20:13:43.427596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ca260102-d737-46be-93a4-d966b8fcef37 · outbound

This paper cites Trustworthy Multi-modal Foundation Models and.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute Trustworthy Multi-modal Foundation Models and

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T20:13:44.248608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a6983156-c3bf-4227-bcb0-ac5a7d8cccdb · outbound

This paper cites Reliable Weak-to-Strong Monitoring of LLM Agents.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute Reliable Weak-to-Strong Monitoring of LLM Agents

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-05-20T20:13:43.374831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c24e72bb-0c14-4a8e-a3c0-b7411ae3e6ab · outbound

This paper cites Chain of Thought Monitorability: A New and Fragile Opportunity for AI Safety.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute Chain of Thought Monitorability: A New and Fragile Opportunity for AI Safety

Reference 47

Resolution: verified exact; local_arxiv, observed 2026-05-20T20:13:43.316688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f5ea5382-6ef7-4345-967e-2ee9bfbf879b · outbound

This paper cites How to evaluate control measures for LLM agents? A trajectory from today to superintelligence.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute How to evaluate control measures for LLM agents? A trajectory from today to superintelligence

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-05-20T20:13:43.370212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0b3a7d83-2742-4df4-af0c-20c4cb0963d6 · outbound

This paper cites A sketch of an AI control safety case.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute A sketch of an AI control safety case

Reference 49

Resolution: verified exact; arxiv_id, observed 2026-05-20T20:13:43.290868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 28988d19-61b8-4fb3-8c35-b04a8791bc2a · outbound

This paper cites 2025 , journal =.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute 2025 , journal =

Reference 50

Resolution: verified exact; arxiv_id, observed 2026-05-20T20:13:43.352837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation eaba4b65-f3f4-4819-b2c0-a02f051f7753 · outbound

This paper cites SHADE-Arena: Evaluating Sabotage and Monitoring in LLM Agents.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute SHADE-Arena: Evaluating Sabotage and Monitoring in LLM Agents

Reference 51

Resolution: verified exact; arxiv_id, observed 2026-05-20T20:13:43.418296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 927ba658-6141-4559-bd91-8e7fb2e7e248 · outbound

This paper cites and Zhang, Hao and Stoica, Ion , title =.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute and Zhang, Hao and Stoica, Ion , title =

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T20:13:44.244993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6462547d-dc7f-41b0-b6eb-12140a737fd5 · outbound

This paper cites and Irving, Geoffrey and Farquhar, Sebastian and Cooney, Alan , title =.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute and Irving, Geoffrey and Farquhar, Sebastian and Cooney, Alan , title =

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T20:13:44.235063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation cbd3d2ae-f3a3-4768-9587-92cc9851e76c · outbound

This paper cites 2025 , journal =.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute 2025 , journal =

Reference 54

Resolution: verified exact; arxiv_id, observed 2026-05-20T20:13:43.384902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f4386413-f186-4cdc-b866-736d3c8a7961 · outbound

This paper cites Subversion Strategy Eval: Can language models statelessly strategize to subvert control protocols?.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute Subversion Strategy Eval: Can language models statelessly strategize to subvert control protocols?

Reference 55

Resolution: verified exact; arxiv_id, observed 2026-05-20T20:13:43.422934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 23e6bcfa-5c75-454f-b405-ca036be1a573 · outbound

This paper cites 2021 , url =.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute 2021 , url =

Reference 56

Resolution: parse uncertain; raw_fallback, observed 2026-05-20T20:13:44.268762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 79a25d20-1d17-4fc1-9ba7-ea76cdb7bf41 · outbound

This paper cites Identifying the Risks of LM Agents with an LM-Emulated Sandbox.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute Identifying the Risks of LM Agents with an LM-Emulated Sandbox

Reference 57

Resolution: metadata mismatch; local_arxiv, observed 2026-05-20T20:13:43.413817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 46945f33-9395-4183-80d8-a2597211d507 · outbound

This paper cites 2025 , journal =.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute 2025 , journal =

Reference 58

Resolution: verified exact; arxiv_id, observed 2026-05-20T20:13:43.296322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation eb469908-3c56-436f-9c9c-5fe765050d28 · outbound

This paper cites 2025 , journal =.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute 2025 , journal =

Reference 59

Resolution: verified exact; arxiv_id, observed 2026-05-20T20:13:43.327947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4bf818ff-8606-4d48-be55-d4f4a54440ca · outbound

This paper cites Adaptive Deployment of Untrusted LLMs Reduces Distributed Threats.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute Adaptive Deployment of Untrusted LLMs Reduces Distributed Threats

Reference 60

Resolution: verified exact; arxiv_id, observed 2026-05-20T20:13:43.261348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 19cfc363-3bd7-473f-aad2-606514bd013c · outbound

This paper cites International Conference on Learning Representations (ICLR) , year =.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute International Conference on Learning Representations (ICLR) , year =

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T20:13:44.250584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1e4e2b22-afe9-45cf-8da1-6c79ea69dbc1 · outbound

This paper cites Monitoring Decomposition Attacks in LLMs with Lightweight Sequential Monitors.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute Monitoring Decomposition Attacks in LLMs with Lightweight Sequential Monitors

Reference 62

Resolution: verified exact; arxiv_id, observed 2026-05-20T20:13:43.265410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation da61af24-6f24-4fa8-9421-a1e3b6c822d1 · outbound

This paper cites InjecAgent: Benchmarking Indirect Prompt Injections in Tool-Integrated Large Language Model Agents.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute InjecAgent: Benchmarking Indirect Prompt Injections in Tool-Integrated Large Language Model Agents

Reference 63

Resolution: verified exact; local_arxiv, observed 2026-05-20T20:13:43.271741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3eb6e040-d848-4010-8ee8-83b270486455 · outbound

This paper cites Async Control: Stress-testing Asynchronous Control Measures for.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute Async Control: Stress-testing Asynchronous Control Measures for

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T20:13:44.238215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 11fa1692-f64c-4fdf-9581-996e1ea130a1 · outbound

This paper cites Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach

Reference 65

Resolution: metadata mismatch; local_arxiv, observed 2026-05-20T20:13:43.301905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c7bf854a-c111-4b4a-be31-35e138a1e420 · outbound

This paper cites Chain of Thought Empowers Transformers to Solve Inherently Serial Problems.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute Chain of Thought Empowers Transformers to Solve Inherently Serial Problems

Reference 66

Resolution: metadata mismatch; arxiv_id, observed 2026-05-20T20:13:43.341770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b29b5132-8deb-4996-9b96-274fe6c9a157 · outbound

This paper cites JailGuard: A Universal Detection Framework for LLM Prompt-based Attacks.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute JailGuard: A Universal Detection Framework for LLM Prompt-based Attacks

Reference 67

Resolution: verified exact; arxiv_id, observed 2026-05-20T20:13:43.357656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8875361d-a21b-4a4e-a861-85e8ecfddd43 · outbound

This paper cites Healthcare , VOLUME =.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute Healthcare , VOLUME =

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T20:13:44.221565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c90df1d6-a81d-478d-a7c6-5c7157c7d5d6 · outbound

This paper cites and Bassey, Steven Ita and Musa, Umaru , title =.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute and Bassey, Steven Ita and Musa, Umaru , title =

Reference 69

Resolution: verified exact; doi, observed 2026-05-20T20:13:42.758523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5656353f-072d-4a89-a871-bee717a66636 · outbound

This paper cites 2025 , issn =.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute 2025 , issn =

Reference 70

Resolution: verified exact; arxiv_id, observed 2026-05-20T20:13:42.754952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 56e33634-d1f3-44d3-8acd-5d4a045a3779 · outbound

This paper cites 2018 , url =.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute 2018 , url =

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T20:13:44.223587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 03ee2f86-4814-4930-84ec-417b16634397 · outbound

This paper cites 2025 , doi =.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute 2025 , doi =

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T20:13:44.254704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1e4fe033-f242-4485-9045-d507a71f0e29 · outbound

This paper cites A Comparative Analysis of Ensemble Protocols for.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute A Comparative Analysis of Ensemble Protocols for

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T20:13:44.315198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 15fc8cf6-5618-4822-ae72-d8a6eddd3afd · outbound

This paper cites 2025 , pages =.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute 2025 , pages =

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T20:13:44.318760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7233c222-7c21-47bb-a09d-5415954c570c · outbound

This paper cites and Whitaker, Christopher J.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute and Whitaker, Christopher J

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T20:13:44.308556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation db8b3515-fbf8-4d36-a09f-0ebdfae6cd6c · outbound

This paper cites an unresolved cited work.

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute Unresolved cited work

Reference 76

Resolution: unresolved; raw_fallback, observed 2026-05-20T20:13:44.311693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

Observation 77b82567-bf5a-400d-ac9d-0bf91c7a7b32 · inbound

Calibration-Family Overfit: Why Trusted Sabotage Monitors Don't Transfer Across Lineages cites this paper.

Calibration-Family Overfit: Why Trusted Sabotage Monitors Don't Transfer Across Lineages Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-07-11T04:07:46.474625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e6158048-51e9-458e-be9c-969d67e3c4cc · inbound

Calibration-Family Overfit: Why Trusted Sabotage Monitors Don't Transfer Across Lineages cites this paper.

Calibration-Family Overfit: Why Trusted Sabotage Monitors Don't Transfer Across Lineages Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T08:31:15.211738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0b7f535-b157-4d32-aa50-bb57ecb49d83 · inbound

The Horizon Gap: Planning, Memory, Execution, Training, and Evaluation for Long-Horizon LLM Agents cites this paper.

The Horizon Gap: Planning, Memory, Execution, Training, and Evaluation for Long-Horizon LLM Agents Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute

Reference 131

Resolution: unresolved; no resolver link, observed 2026-08-10T23:01:35.855113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.