Paper Citation Record · LEDGER

TraceGuard: Structured Multi-Dimensional Monitoring as a Collusion-Resistant Control Protocol

As of 1 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 0 inbound Pith citation observations for arXiv:2604.03968.

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

pith.paper-citation-record.v1
2604.03968 v1

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-13T11:41:46.131575Z

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-01T06:32:01.292127+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

13 of 13 outbound references displayed

verified exact0
verified fuzzy0
unresolved13
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a3b4a598-2138-491b-b663-57008d050bb5 · outbound

This paper cites AI Control: Improving Safety Despite Intentional Subversion.

TraceGuard: Structured Multi-Dimensional Monitoring as a Collusion-Resistant Control Protocol AI Control: Improving Safety Despite Intentional Subversion

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-13T11:41:46.131575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 441d5482-11c5-4350-9590-7b46afe0c532 · outbound

This paper cites ControlArena: A gym for evaluating AI control techniques.https: //github.com/UKGovernmentBEIS/control-arena, 2025.

TraceGuard: Structured Multi-Dimensional Monitoring as a Collusion-Resistant Control Protocol ControlArena: A gym for evaluating AI control techniques.https: //github.com/UKGovernmentBEIS/control-arena, 2025

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-13T11:41:46.131575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cff268ba-d586-4561-8af2-dbe9f76074bf · outbound

This paper cites BashArena: Evaluating frontier AI control protocols in realistic bash environments.

TraceGuard: Structured Multi-Dimensional Monitoring as a Collusion-Resistant Control Protocol BashArena: Evaluating frontier AI control protocols in realistic bash environments

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-13T11:41:46.131575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc9ea5a4-2608-4c6a-a212-01d86513c034 · outbound

This paper cites 7 tractable directions in AI control.https://blog.redwoodresearch.

TraceGuard: Structured Multi-Dimensional Monitoring as a Collusion-Resistant Control Protocol 7 tractable directions in AI control.https://blog.redwoodresearch

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-13T11:41:46.131575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21cc9d3e-fe7a-4ecb-8c9e-82464aaa18c0 · outbound

This paper cites Inspect: A framework for large language model evaluations.https: //inspect.ai-safety-institute.org.uk/, 2025.

TraceGuard: Structured Multi-Dimensional Monitoring as a Collusion-Resistant Control Protocol Inspect: A framework for large language model evaluations.https: //inspect.ai-safety-institute.org.uk/, 2025

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-13T11:41:46.131575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8c5fcca-b22d-4325-918d-5887859477f9 · outbound

This paper cites Monitoring reasoning models for misbehavior and the risks of promoting obfuscation.Alignment Forum, 2025.

TraceGuard: Structured Multi-Dimensional Monitoring as a Collusion-Resistant Control Protocol Monitoring reasoning models for misbehavior and the risks of promoting obfuscation.Alignment Forum, 2025

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-13T11:41:46.131575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05216fd2-deed-4c7c-87a5-716107944e9f · outbound

This paper cites HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal.

TraceGuard: Structured Multi-Dimensional Monitoring as a Collusion-Resistant Control Protocol HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-13T11:41:46.131575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b03cda6d-e641-4710-901e-4c43030fc2a3 · outbound

This paper cites OpenClaw: Open-source autonomous AI agent framework.https: //github.com/openclaw/openclaw, 2025.

TraceGuard: Structured Multi-Dimensional Monitoring as a Collusion-Resistant Control Protocol OpenClaw: Open-source autonomous AI agent framework.https: //github.com/openclaw/openclaw, 2025

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-13T11:41:46.131575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75732e2f-d84b-44c8-8989-9277d741e7c9 · outbound

This paper cites Regulation (EU) 2024/1689 laying down harmonised rules on artificial intelligence (AI Act).Official Journal of the European Union, 2024.

TraceGuard: Structured Multi-Dimensional Monitoring as a Collusion-Resistant Control Protocol Regulation (EU) 2024/1689 laying down harmonised rules on artificial intelligence (AI Act).Official Journal of the European Union, 2024

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-13T11:41:46.131575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f632bd42-b557-41c6-8d70-5f769fad30eb · outbound

This paper cites Artificial Intelligence Risk Management Framework (AI RMF 1.0).

TraceGuard: Structured Multi-Dimensional Monitoring as a Collusion-Resistant Control Protocol Artificial Intelligence Risk Management Framework (AI RMF 1.0)

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-13T11:41:46.131575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d72073d-1114-4c4d-8ac3-38da7d373a6c · outbound

This paper cites When can we trust untrusted monitoring? A safety case sketch across collusion strategies.arXiv preprint arXiv:2602.20628, 2025.

TraceGuard: Structured Multi-Dimensional Monitoring as a Collusion-Resistant Control Protocol When can we trust untrusted monitoring? A safety case sketch across collusion strategies.arXiv preprint arXiv:2602.20628, 2025

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-13T11:41:46.131575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ba8b17e-028f-4e5d-9d38-42437f895c42 · outbound

This paper cites Secret Collusion among AI Agents: Multi-Agent Deception via Steganography.

TraceGuard: Structured Multi-Dimensional Monitoring as a Collusion-Resistant Control Protocol Secret Collusion among AI Agents: Multi-Agent Deception via Steganography

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-13T11:41:46.131575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a8377b5-c50d-4863-be9e-c984b47e7002 · outbound

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

TraceGuard: Structured Multi-Dimensional Monitoring as a Collusion-Resistant Control Protocol How to evaluate control measures for LLM agents? A trajectory from today to superintelligence

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-13T11:41:46.131575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.