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Paper Citation Record · LEDGER

Operational Reframing and Approval-Framed Delegation in Multi-Agent LLM Safety

As of 7 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 1 inbound Pith citation observation for arXiv:2607.07097.

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

pith.paper-citation-record.v1
2607.07097 v1

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-09T20:14:36.433937Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T00:48:48.474079Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T00:48:50.245389Z

Reference resolution

19 of 19 outbound references displayed

  • verified exact12
  • verified fuzzy1
  • unresolved6
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d5a08844-f89b-4b88-bcb5-89dfcd4a8862 · outbound

This paper cites AI Agents May Always Fall for Prompt Injections.

Operational Reframing and Approval-Framed Delegation in Multi-Agent LLM Safety AI Agents May Always Fall for Prompt Injections

Reference 1

Resolution
verified exact
local_arxiv, observed 2026-07-09T20:16:29.346583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-09T20:14:36.433937Z digest=sha256:6a9b5c7a024da03eb9a40e035e5c964ad7aa02f30a7da4826776fc219ccdd533

Observation 7d8c4b92-7e83-4dcb-9388-3c5b5b430ab4 · outbound

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

Operational Reframing and Approval-Framed Delegation in Multi-Agent LLM Safety AgentHarm: A Benchmark for Measuring Harmfulness of LLM Agents

Reference 2

Resolution
verified exact
local_arxiv, observed 2026-07-09T20:16:29.364433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-09T20:14:36.433937Z digest=sha256:86a8b3db7facee1f90ffe5e0f70bed3170f912bff94c0e0df40a4af224201db5

Observation cda030a0-21b3-4a28-a10a-6c020d083e63 · outbound

This paper cites Ghost in the Agent: Redefining Information Flow Tracking for LLM Agents.

Operational Reframing and Approval-Framed Delegation in Multi-Agent LLM Safety Ghost in the Agent: Redefining Information Flow Tracking for LLM Agents

Reference 3

Resolution
verified exact
local_arxiv, observed 2026-07-09T20:16:29.363975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-09T20:14:36.433937Z digest=sha256:6154699c96b2913cf5eafff3aa949a5c93c09173bfb8469c784b791ca3be3fd6

Observation 937a402d-e2ae-4931-a38a-7d1b135bacfc · outbound

This paper cites an unresolved cited work.

Operational Reframing and Approval-Framed Delegation in Multi-Agent LLM Safety Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-07-09T20:16:29.597201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-09T20:14:36.433937Z digest=sha256:eba8d9ff6683066f508e701893b4d541eb973161331c7c81e5ac094130a6f94c

Observation 181f2525-ba32-4d6c-9d3c-b84d3607a71d · outbound

This paper cites an unresolved cited work.

Operational Reframing and Approval-Framed Delegation in Multi-Agent LLM Safety Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-07-09T20:16:29.599145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-09T20:14:36.433937Z digest=sha256:f285dd5a6b84563ced574107dbbf1d431d505ce6bb561901b88f703b594f3ba6

Observation 620cf7e8-a5dd-4269-8d0b-9440d915984d · outbound

This paper cites an unresolved cited work.

Operational Reframing and Approval-Framed Delegation in Multi-Agent LLM Safety Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-07-09T20:16:29.601267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-09T20:14:36.433937Z digest=sha256:c1b9e3f4024e80ba8d62c12e63db4a8e2207857547598f74973c9770f62e96f4

Observation 5295bdfa-6893-47ce-8f11-a45cb9dbb51e · outbound

This paper cites ChainCaps: Composition-Safe Tool-Using Agents via Monotonic Capability Attenuation.

Operational Reframing and Approval-Framed Delegation in Multi-Agent LLM Safety ChainCaps: Composition-Safe Tool-Using Agents via Monotonic Capability Attenuation

Reference 7

Resolution
verified exact
local_arxiv, observed 2026-07-09T20:16:29.113708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-09T20:14:36.433937Z digest=sha256:f1944c3f73a961324a2f163adb2d8f49df470569d570e96803e2e4fe8b60764e

Observation 4fdfb801-e33b-44d1-8a30-1c7c404c6609 · outbound

This paper cites FlowSteer: Prompt-Only Workflow Steering Exposes Planning-Time Vulnerabilities in Multi-Agent LLM Systems.

Operational Reframing and Approval-Framed Delegation in Multi-Agent LLM Safety FlowSteer: Prompt-Only Workflow Steering Exposes Planning-Time Vulnerabilities in Multi-Agent LLM Systems

Reference 8

Resolution
verified exact
local_arxiv, observed 2026-07-09T20:16:29.361643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-09T20:14:36.433937Z digest=sha256:109438843be8e4b4b6190ee898f4e040ba34c36ecfe99e25431fc4ea0f8312c8

Observation d7591de6-7328-462e-a7f6-6d926dff32be · outbound

This paper cites Safe Multi-Agent Behavior Must Be Maintained, Not Merely Asserted: Constraint Drift in LLM-Based Multi-Agent Systems.

Operational Reframing and Approval-Framed Delegation in Multi-Agent LLM Safety Safe Multi-Agent Behavior Must Be Maintained, Not Merely Asserted: Constraint Drift in LLM-Based Multi-Agent Systems

Reference 9

Resolution
verified exact
local_arxiv, observed 2026-07-09T20:16:29.369931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-09T20:14:36.433937Z digest=sha256:644acb607d1983ca113d12d6474b6729ca4dfb941c2534376b7fb3477b0323c6

Observation 7aaf65b2-bd64-4174-8605-f8bd8056bea7 · outbound

This paper cites The Capability Paradox: How Smarter Auditors Make Multi-Agent Systems Less Secure.

Operational Reframing and Approval-Framed Delegation in Multi-Agent LLM Safety The Capability Paradox: How Smarter Auditors Make Multi-Agent Systems Less Secure

Reference 10

Resolution
verified exact
local_arxiv, observed 2026-07-09T20:16:29.355275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-09T20:14:36.433937Z digest=sha256:140a92673c5885392937263b5cac61ec0fbf08afa60d5695c8e45b0584af7cde

Observation 6ecf1f90-76c9-41b4-9b61-1be4aa347cb7 · outbound

This paper cites AgentCollabBench: Diagnosing When Good Agents Make Bad Collaborators.

Operational Reframing and Approval-Framed Delegation in Multi-Agent LLM Safety AgentCollabBench: Diagnosing When Good Agents Make Bad Collaborators

Reference 11

Resolution
verified exact
local_arxiv, observed 2026-07-09T20:16:29.358011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-09T20:14:36.433937Z digest=sha256:93110163fe91238805f0e2ca26e7c57c21b7ff183b210441aa72f3ad7df7e613

Observation 1d81b9a7-ab62-4284-825c-935ee6e6ef6e · outbound

This paper cites Myers and Barbara Liskov.

Operational Reframing and Approval-Framed Delegation in Multi-Agent LLM Safety Myers and Barbara Liskov

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T20:16:29.601461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-09T20:14:36.433937Z digest=sha256:7904dd4840008b2baa630ba05f1f7ca1d91350271573240e8dce37a49e8d2944

Observation b333286c-8d15-4c2a-9d2a-70e8cd1e3269 · outbound

This paper cites Amplified Vulnerabilities: Structured Jailbreak Attacks on LLM-based Multi-Agent Debate.

Operational Reframing and Approval-Framed Delegation in Multi-Agent LLM Safety Amplified Vulnerabilities: Structured Jailbreak Attacks on LLM-based Multi-Agent Debate

Reference 13

Resolution
verified exact
local_arxiv, observed 2026-07-09T20:16:29.370107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-09T20:14:36.433937Z digest=sha256:1cd73c96ffac326edf405b89ea23f83330cf99eb22c660ec40809e88343e245e

Observation dedaafb1-0aa6-45b0-97d2-3ca92045901b · outbound

This paper cites Multi-Agent Systems Execute Arbitrary Malicious Code.

Operational Reframing and Approval-Framed Delegation in Multi-Agent LLM Safety Multi-Agent Systems Execute Arbitrary Malicious Code

Reference 14

Resolution
verified exact
local_arxiv, observed 2026-07-09T20:16:29.367118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-09T20:14:36.433937Z digest=sha256:28521c72d6a95418cf66bb02eb60a63bce3e8fdb25024630f44b5813b674af12

Observation c34485e8-ee54-4313-90d5-1a7ccb6e0e04 · outbound

This paper cites an unresolved cited work.

Operational Reframing and Approval-Framed Delegation in Multi-Agent LLM Safety Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-07-09T20:16:29.603507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-09T20:14:36.433937Z digest=sha256:e3c94440d7a1c47da22a49646e48568ffaf758cf16c2a997d56dbfe8caff98ef

Observation f24cb5c8-7d5d-4dde-abf6-a1448b393c7f · outbound

This paper cites ARGUS: Defending LLM Agents Against Context-Aware Prompt Injection.

Operational Reframing and Approval-Framed Delegation in Multi-Agent LLM Safety ARGUS: Defending LLM Agents Against Context-Aware Prompt Injection

Reference 16

Resolution
verified exact
local_arxiv, observed 2026-07-09T20:16:29.353112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-09T20:14:36.433937Z digest=sha256:1b3c2d1ed990316023f30bc4ae3200e538cb51745f57ab547a69a1cf85d756d4

Observation 93a4c750-a259-42b6-9444-b296f6e8d307 · outbound

This paper cites an unresolved cited work.

Operational Reframing and Approval-Framed Delegation in Multi-Agent LLM Safety Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-07-09T20:16:29.607262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-09T20:14:36.433937Z digest=sha256:1243e62b0e4e67a93d1b66ad2d34972a165722cabe6af7084d2c39c0e7121943

Observation f2b3d2c1-0687-416e-a32a-34bc5457cb83 · outbound

This paper cites an unresolved cited work.

Operational Reframing and Approval-Framed Delegation in Multi-Agent LLM Safety Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-07-09T20:16:29.605438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-09T20:14:36.433937Z digest=sha256:515ee18089d1632135039ff8a3b683d9fdf886eb1b9d4085fe2abb5dc6c829ae

Observation cd95b6ca-93a4-4171-a9fa-3a20fc84a7db · outbound

This paper cites Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition.

Operational Reframing and Approval-Framed Delegation in Multi-Agent LLM Safety Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition

Reference 19

Resolution
verified exact
local_arxiv, observed 2026-07-09T20:16:29.372532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-09T20:14:36.433937Z digest=sha256:1b01420044e1009f2f62aeaff1ed53aa0071099e4291f010df09d24a0de26faa

Pith citing papers

Observation c1131312-66ab-401b-9424-f9a97a5eef6b · inbound

Single Canonical Prompts Underestimate LLM Safety's Surface-Form Sensitivity cites this paper.

Single Canonical Prompts Underestimate LLM Safety's Surface-Form Sensitivity Operational Reframing and Approval-Framed Delegation in Multi-Agent LLM Safety

Reference 8

Resolution
verified exact
local_arxiv, observed 2026-08-05T00:48:50.397734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T00:48:48.474079Z digest=sha256:42224b97e171ef218e6ba66e5cba87f3a7cadddd3be1481e87deea62f468fde1