Paper Citation Record · LEDGER

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

As of 5 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 1 inbound Pith citation observation for arXiv:2605.10481.

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

pith.paper-citation-record.v1
2605.10481 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-12T04:17:12.046360Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

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

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-09T20:16:29.368662Z

Reference resolution

43 of 43 outbound references displayed

verified exact25
verified fuzzy11
unresolved0
parse uncertain1
malformed identifier0
metadata mismatch6

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0e41f5f5-ec65-4f5b-8ffa-bf146f918165 · outbound

This paper cites Constrained policy optimization.

Safe Multi-Agent Behavior Must Be Maintained, Not Merely Asserted: Constraint Drift in LLM-Based Multi-Agent Systems Constrained policy optimization

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T15:46:40.654343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 697160dd-e5c9-4595-b9e3-e068cbfbc145 · outbound

This paper cites Constrained Policy Optimization.

Safe Multi-Agent Behavior Must Be Maintained, Not Merely Asserted: Constraint Drift in LLM-Based Multi-Agent Systems Constrained Policy Optimization

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:26:25.026703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f2fa0502-8d35-48ed-91b8-a378b2c57fec · outbound

This paper cites Concrete Problems in AI Safety.

Safe Multi-Agent Behavior Must Be Maintained, Not Merely Asserted: Constraint Drift in LLM-Based Multi-Agent Systems Concrete Problems in AI Safety

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-05-12T06:26:25.001570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 463ce203-5838-47c1-a206-037974826236 · outbound

This paper cites Introducing the model context protocol.

Safe Multi-Agent Behavior Must Be Maintained, Not Merely Asserted: Constraint Drift in LLM-Based Multi-Agent Systems Introducing the model context protocol

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T15:46:40.677011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 63e9c41e-8bca-4c6b-9257-613c1e8ae220 · outbound

This paper cites Claude code: Anthropic’s agentic coding system.

Safe Multi-Agent Behavior Must Be Maintained, Not Merely Asserted: Constraint Drift in LLM-Based Multi-Agent Systems Claude code: Anthropic’s agentic coding system

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T15:46:40.656606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation e6520361-4e97-43b3-b790-11365d2727ab · outbound

This paper cites Demonstrating specification gaming in reasoning models.

Safe Multi-Agent Behavior Must Be Maintained, Not Merely Asserted: Constraint Drift in LLM-Based Multi-Agent Systems Demonstrating specification gaming in reasoning models

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T15:46:40.659022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation a9622c9f-fcfc-4dec-853e-e585a89b4392 · outbound

This paper cites Open Problems in Cooperative AI.

Safe Multi-Agent Behavior Must Be Maintained, Not Merely Asserted: Constraint Drift in LLM-Based Multi-Agent Systems Open Problems in Cooperative AI

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:26:24.982610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 8f512b75-6b18-4819-a9fb-50ec2961aaf3 · outbound

This paper cites AgentDojo: A Dynamic Environment to Evaluate Prompt Injection Attacks and Defenses for LLM Agents.

Safe Multi-Agent Behavior Must Be Maintained, Not Merely Asserted: Constraint Drift in LLM-Based Multi-Agent Systems AgentDojo: A Dynamic Environment to Evaluate Prompt Injection Attacks and Defenses for LLM Agents

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-13T06:35:13.649872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation ced88b97-d309-4518-9a49-f5877bc0c850 · outbound

This paper cites Memory for autonomous llm agents: Mechanisms, evaluation, and emerging frontiers.

Safe Multi-Agent Behavior Must Be Maintained, Not Merely Asserted: Constraint Drift in LLM-Based Multi-Agent Systems Memory for autonomous llm agents: Mechanisms, evaluation, and emerging frontiers

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:26:25.060962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation c353a26d-5cff-435e-97f2-9b29a46421a6 · outbound

This paper cites Cox, Jaeyeon Jung, Patrick McDaniel, and Anmol N.

Safe Multi-Agent Behavior Must Be Maintained, Not Merely Asserted: Constraint Drift in LLM-Based Multi-Agent Systems Cox, Jaeyeon Jung, Patrick McDaniel, and Anmol N

Reference 10

Resolution: verified exact; doi, observed 2026-05-12T04:21:21.417928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 23b803be-36dd-4142-99ed-16d44fbd9f79 · outbound

This paper cites WASP: Benchmarking Web Agent Security Against Prompt Injection Attacks.

Safe Multi-Agent Behavior Must Be Maintained, Not Merely Asserted: Constraint Drift in LLM-Based Multi-Agent Systems WASP: Benchmarking Web Agent Security Against Prompt Injection Attacks

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-15T22:22:05.737978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 5a10951b-d1a3-4f68-90fd-9e6b30f66586 · outbound

This paper cites Agent control protocol (acp) v1.30 — admission control for agent actions.

Safe Multi-Agent Behavior Must Be Maintained, Not Merely Asserted: Constraint Drift in LLM-Based Multi-Agent Systems Agent control protocol (acp) v1.30 — admission control for agent actions

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T15:46:40.671687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation d8d8f5fb-f349-44d4-80c5-842e5eaf3907 · outbound

This paper cites an unresolved cited work.

Safe Multi-Agent Behavior Must Be Maintained, Not Merely Asserted: Constraint Drift in LLM-Based Multi-Agent Systems Unresolved cited work

Reference 13

Resolution: verified exact; doi, observed 2026-05-12T04:21:21.397013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation d9d1afc6-effc-493d-9358-9fb19ae2deb2 · outbound

This paper cites Multi-Agent Risks from Advanced AI.

Safe Multi-Agent Behavior Must Be Maintained, Not Merely Asserted: Constraint Drift in LLM-Based Multi-Agent Systems Multi-Agent Risks from Advanced AI

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:26:24.921671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 8c0867cd-ffda-440e-951f-75c9d6052134 · outbound

This paper cites SWE-bench: Can Language Models Resolve Real-World GitHub Issues?.

Safe Multi-Agent Behavior Must Be Maintained, Not Merely Asserted: Constraint Drift in LLM-Based Multi-Agent Systems SWE-bench: Can Language Models Resolve Real-World GitHub Issues?

Reference 15

Resolution: metadata mismatch; local_arxiv, observed 2026-05-12T06:26:25.049202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 60a43beb-5289-4f99-b708-e1d2d1997623 · outbound

This paper cites A survey of safe reinforce- ment learning and constrained mdps: A technical survey on single-agent and multi-agent safety.

Safe Multi-Agent Behavior Must Be Maintained, Not Merely Asserted: Constraint Drift in LLM-Based Multi-Agent Systems A survey of safe reinforce- ment learning and constrained mdps: A technical survey on single-agent and multi-agent safety

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T15:46:40.682888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 57287db9-35ec-43c6-9dec-a6d527cd62c4 · outbound

This paper cites A Survey of Safe Reinforcement Learning and Constrained MDPs: A Technical Survey on Single-Agent and Multi-Agent Safety.

Safe Multi-Agent Behavior Must Be Maintained, Not Merely Asserted: Constraint Drift in LLM-Based Multi-Agent Systems A Survey of Safe Reinforcement Learning and Constrained MDPs: A Technical Survey on Single-Agent and Multi-Agent Safety

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-05-12T06:26:24.975932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 9f322f60-08c9-4e52-9d7d-47c7795fc384 · outbound

This paper cites LLMs Get Lost In Multi-Turn Conversation.

Safe Multi-Agent Behavior Must Be Maintained, Not Merely Asserted: Constraint Drift in LLM-Based Multi-Agent Systems LLMs Get Lost In Multi-Turn Conversation

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-14T01:11:09.632438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 9ad25708-607c-43e7-aebd-940389ebc41a · outbound

This paper cites Workflows and agents.

Safe Multi-Agent Behavior Must Be Maintained, Not Merely Asserted: Constraint Drift in LLM-Based Multi-Agent Systems Workflows and agents

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T15:46:40.674270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 1bc17925-2df3-40e4-b0d0-53c169e8e098 · outbound

This paper cites Goal Misgeneralization in Deep Reinforcement Learning.

Safe Multi-Agent Behavior Must Be Maintained, Not Merely Asserted: Constraint Drift in LLM-Based Multi-Agent Systems Goal Misgeneralization in Deep Reinforcement Learning

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:26:24.987425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 07941958-df38-45d0-b677-86d593cf07de · outbound

This paper cites Prompt Infection: LLM-to-LLM Prompt Injection within Multi-Agent Systems.

Safe Multi-Agent Behavior Must Be Maintained, Not Merely Asserted: Constraint Drift in LLM-Based Multi-Agent Systems Prompt Infection: LLM-to-LLM Prompt Injection within Multi-Agent Systems

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-15T19:32:20.024903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation cae962ae-ad84-4ccb-b533-a07e98d9bbef · outbound

This paper cites Let's Verify Step by Step.

Safe Multi-Agent Behavior Must Be Maintained, Not Merely Asserted: Constraint Drift in LLM-Based Multi-Agent Systems Let's Verify Step by Step

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-05-12T06:26:24.970342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 3e6e83da-b8bb-46e3-8cf4-adcb083e0ffe · outbound

This paper cites Lost in the Middle: How Language Models Use Long Contexts.

Safe Multi-Agent Behavior Must Be Maintained, Not Merely Asserted: Constraint Drift in LLM-Based Multi-Agent Systems Lost in the Middle: How Language Models Use Long Contexts

Reference 23

Resolution: metadata mismatch; local_arxiv, observed 2026-05-12T06:26:24.870263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 2b4ccdbf-9cca-4954-bf49-6422a63444a8 · outbound

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

Safe Multi-Agent Behavior Must Be Maintained, Not Merely Asserted: Constraint Drift in LLM-Based Multi-Agent Systems Secret Collusion among AI Agents: Multi-Agent Deception via Steganography

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:26:24.942457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation c268f3d3-3986-47df-9761-cff7a8fbb6c5 · outbound

This paper cites Myers and Barbara Liskov.

Safe Multi-Agent Behavior Must Be Maintained, Not Merely Asserted: Constraint Drift in LLM-Based Multi-Agent Systems Myers and Barbara Liskov

Reference 25

Resolution: verified exact; doi, observed 2026-05-12T04:21:21.411877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation c0d5596f-ae0f-462c-83e9-259c08a7a14f · outbound

This paper cites Colosseum: Auditing Collusion in Cooperative Multi-Agent Systems.

Safe Multi-Agent Behavior Must Be Maintained, Not Merely Asserted: Constraint Drift in LLM-Based Multi-Agent Systems Colosseum: Auditing Collusion in Cooperative Multi-Agent Systems

Reference 26

Resolution: metadata mismatch; arxiv_id, observed 2026-05-28T02:04:14.756178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 6603a23d-1242-45a9-afeb-dd7c6e1c3a5f · outbound

This paper cites Introducing codex.

Safe Multi-Agent Behavior Must Be Maintained, Not Merely Asserted: Constraint Drift in LLM-Based Multi-Agent Systems Introducing codex

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T15:46:40.680132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f2d42fb5-9510-4c2d-9fdd-5a7ca10d6735 · outbound

This paper cites Agents sdk.

Safe Multi-Agent Behavior Must Be Maintained, Not Merely Asserted: Constraint Drift in LLM-Based Multi-Agent Systems Agents sdk

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T15:46:40.661206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 2c864f4f-7302-424f-a049-25ac8baeb079 · outbound

This paper cites an unresolved cited work.

Safe Multi-Agent Behavior Must Be Maintained, Not Merely Asserted: Constraint Drift in LLM-Based Multi-Agent Systems Unresolved cited work

Reference 29

Resolution: parse uncertain; raw_fallback, observed 2026-05-12T15:46:40.664104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation e510bdb6-840f-4bdd-a859-4f3791dee15f · outbound

This paper cites PAC-BENCH: Evaluating Multi-Agent Collaboration under Privacy Constraints.

Safe Multi-Agent Behavior Must Be Maintained, Not Merely Asserted: Constraint Drift in LLM-Based Multi-Agent Systems PAC-BENCH: Evaluating Multi-Agent Collaboration under Privacy Constraints

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-05-12T06:26:24.964071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 5e388712-d37c-4cd1-9181-69ea57fd1c72 · outbound

This paper cites Aip: Agent identity protocol for verifiable delegation across mcp and a2a.

Safe Multi-Agent Behavior Must Be Maintained, Not Merely Asserted: Constraint Drift in LLM-Based Multi-Agent Systems Aip: Agent identity protocol for verifiable delegation across mcp and a2a

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:26:24.889860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation fd968996-9c2d-43e5-8bbc-b6d5f9c17b37 · outbound

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

Safe Multi-Agent Behavior Must Be Maintained, Not Merely Asserted: Constraint Drift in LLM-Based Multi-Agent Systems Identifying the Risks of LM Agents with an LM-Emulated Sandbox

Reference 32

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T20:45:24.770470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation d6fcf511-a850-42ff-9167-762566535dfe · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Safe Multi-Agent Behavior Must Be Maintained, Not Merely Asserted: Constraint Drift in LLM-Based Multi-Agent Systems DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 33

Resolution: verified exact; local_arxiv, observed 2026-05-12T06:26:24.952049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 595338ef-0775-4fcb-b2ca-3011d77ec1c0 · outbound

This paper cites Authenticated Delegation and Authorized AI Agents.

Safe Multi-Agent Behavior Must Be Maintained, Not Merely Asserted: Constraint Drift in LLM-Based Multi-Agent Systems Authenticated Delegation and Authorized AI Agents

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:26:24.876638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 0248ef91-3324-46ef-8c73-8758fb6dddf4 · outbound

This paper cites Announcing the agent2agent protocol (a2a).

Safe Multi-Agent Behavior Must Be Maintained, Not Merely Asserted: Constraint Drift in LLM-Based Multi-Agent Systems Announcing the agent2agent protocol (a2a)

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T15:46:40.669125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 2fa5e13e-0f7b-4a13-8519-9e57836bb140 · outbound

This paper cites Mankowitz, and Shie Mannor.

Safe Multi-Agent Behavior Must Be Maintained, Not Merely Asserted: Constraint Drift in LLM-Based Multi-Agent Systems Mankowitz, and Shie Mannor

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T15:46:40.666677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 78867550-b0ea-4025-bf68-077a2892b235 · outbound

This paper cites Reward Constrained Policy Optimization.

Safe Multi-Agent Behavior Must Be Maintained, Not Merely Asserted: Constraint Drift in LLM-Based Multi-Agent Systems Reward Constrained Policy Optimization

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:26:25.031529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 6ad7768c-6148-40e1-8996-65f04e5ea3fc · outbound

This paper cites OpenHands: An Open Platform for AI Software Developers as Generalist Agents.

Safe Multi-Agent Behavior Must Be Maintained, Not Merely Asserted: Constraint Drift in LLM-Based Multi-Agent Systems OpenHands: An Open Platform for AI Software Developers as Generalist Agents

Reference 38

Resolution: metadata mismatch; local_arxiv, observed 2026-05-12T06:26:24.996174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 34fcd044-cb80-47e4-bb20-7b46dbd5be0d · outbound

This paper cites AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation.

Safe Multi-Agent Behavior Must Be Maintained, Not Merely Asserted: Constraint Drift in LLM-Based Multi-Agent Systems AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation

Reference 39

Resolution: verified exact; local_arxiv, observed 2026-05-12T06:26:24.901027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 5a9b09ab-363a-4698-b805-78745c543b20 · outbound

This paper cites Agentleak: A full-stack benchmark for privacy leakage in multi-agent llm systems.

Safe Multi-Agent Behavior Must Be Maintained, Not Merely Asserted: Constraint Drift in LLM-Based Multi-Agent Systems Agentleak: A full-stack benchmark for privacy leakage in multi-agent llm systems

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:26:24.881771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 511a4108-e906-4b3d-93ff-dcead6d715f8 · outbound

This paper cites SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering.

Safe Multi-Agent Behavior Must Be Maintained, Not Merely Asserted: Constraint Drift in LLM-Based Multi-Agent Systems SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering

Reference 41

Resolution: metadata mismatch; local_arxiv, observed 2026-05-12T06:26:24.928914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 3bdb1c22-0f24-427c-8670-645fd4493487 · outbound

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

Safe Multi-Agent Behavior Must Be Maintained, Not Merely Asserted: Constraint Drift in LLM-Based Multi-Agent Systems InjecAgent: Benchmarking Indirect Prompt Injections in Tool-Integrated Large Language Model Agents

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-05-13T21:40:06.567267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation a622363b-fa8f-4ecd-b25a-da018f85922e · outbound

This paper cites Governing dynamic capabilities: Cryptographic binding and reproducibility verification for ai agent tool use.

Safe Multi-Agent Behavior Must Be Maintained, Not Merely Asserted: Constraint Drift in LLM-Based Multi-Agent Systems Governing dynamic capabilities: Cryptographic binding and reproducibility verification for ai agent tool use

Reference 43

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:26:25.010102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Pith citing papers

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

Operational Reframing and Approval-Framed Delegation in Multi-Agent LLM Safety cites this paper.

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 2026-08-05T06:32:48.257954+00:00.