Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T15:14:29.769605Z
Paper Citation Record · LEDGER
As of 16 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 0 inbound Pith citation observations for arXiv:2608.02670.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T15:14:29.769605Z
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
A source-named dated measurement, never combined with another source.
Source: cited_works
55 of 55 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 66206bf6-958c-4de6-87c7-e153f30feb1e · outbound
Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments Terminal-Bench: Benchmarking Agents on Hard, Realistic Tasks in Command Line Interfaces
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d22d9646-c12c-47bf-a5b6-fb080775228f · outbound
Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments PromptRobust: Towards Evaluating the Robustness of Large Language Models on Adversarial Prompts
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cbc473e1-9fb5-4ff0-87e8-bc8b7b39678a · outbound
Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Models
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 82e70164-4c61-4cef-91d2-a09dd161b6d1 · outbound
Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments doi:10.48550/ARXIV.2510.03285 , abstract =
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 38115508-950a-44ec-aa8b-906b8734a37e · outbound
Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments Measuring Robustness to Natural Distribution Shifts in Image Classification
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b8373bfa-1b15-46cd-819e-3227e75ad047 · outbound
Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments Identifying the Risks of LM Agents with an LM-Emulated Sandbox
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7821d604-567e-499f-9771-fe8227b539b0 · outbound
Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7b219c51-491c-4db0-a4e5-e32f7019533c · outbound
Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments AI Agents That Matter
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 956638cb-9b9f-49af-9902-b3464dd5f2a9 · outbound
Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments RouteLLM: Learning to Route LLMs with Preference Data
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b906b034-fcab-40ad-95bb-12fe43811cfe · outbound
Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments Unresolved cited work
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e36e6bc9-1f05-46e2-adb4-a5cbbca43142 · outbound
Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments ST-WebAgentBench: A Benchmark for Evaluating Safety and Trustworthiness in Web Agents
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9fd58e83-7c58-4cd0-a333-e9159fd64901 · outbound
Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments Caution for the Environment: Multimodal LLM Agents are Susceptible to Environmental Distractions
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7d52f938-ee87-4f2d-a978-4b2a58026c21 · outbound
Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments doi:10.48550/ARXIV.2601.06112 , abstract =
Reference 13
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 3d0ff94f-4842-4acb-a1f9-4fd6dff0d558 · outbound
Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments AgentHarm: A Benchmark for Measuring Harmfulness of LLM Agents
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 81793c7e-c7a3-49aa-9d35-8ed92ebb2f67 · outbound
Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments $\tau$-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 55234a13-4cf2-46d2-b1c4-7b868cefa70e · outbound
Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments More Vulnerable than You Think: On the Stability of Tool-Integrated LLM Agents
Reference 16
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 066561ce-101c-49e5-8780-e50a5c65049e · outbound
Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 37c4a9ca-5e8d-49c0-8d74-00f73b19ab02 · outbound
Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments TheAgentCompany: Benchmarking LLM Agents on Consequential Real World Tasks
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c04ad23a-fdb4-4b75-be59-6b7e32f9aadc · outbound
Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments CostBench: Evaluating Multi-Turn Cost-Optimal Planning and Adaptation in Dynamic Environments for LLM Tool-Use Agents
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ae82c6fa-aaec-442d-a4f3-0e5dbd3d722e · outbound
Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments SWE-bench: Can Language Models Resolve Real-World GitHub Issues?
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6d904619-0607-45d1-b474-344f6b99159e · outbound
Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments 2020 , note =
Reference 21
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Unavailable: canonical work link unavailable.
Observation 467c1337-446b-4e29-8947-291c8976ec81 · outbound
Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments arXiv.org , author =
Reference 22
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 ca69b113-5fca-48ba-8303-357e39c90621 · outbound
Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments doi:10.48550/ARXIV.2602.10975 , abstract =
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6f7569f6-0658-4519-a59f-4063470305e0 · outbound
Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments Defeating Prompt Injections by Design
Reference 24
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Unavailable: canonical work link unavailable.
Observation ae039497-dc29-43f6-ae05-aef711580e43 · outbound
Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments Progent: Securing AI Agents with Privilege Control
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6a92e71d-3b94-4d87-ab59-997a8c5843fc · outbound
Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments AgentDyn: Are Your Agent Security Defenses Deployable in Real-World Dynamic Environments?
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 51a406ca-1fc4-4769-8206-607c53b9dd9e · outbound
Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments Unresolved cited work
Reference 27
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Unavailable: canonical work link unavailable.
Observation 4bf84392-c628-416b-83f4-3b0899903b11 · outbound
Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments Unresolved cited work
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5bd63484-843b-4a3b-ad05-e62a0e715bf0 · outbound
Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments Unresolved cited work
Reference 29
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 9ea91114-2600-46df-a6d0-d85640c3d490 · outbound
Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments Unresolved cited work
Reference 30
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 4ee62280-7a9d-459a-abb4-6f061b2af175 · outbound
Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments Unresolved cited work
Reference 31
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 9974f190-9c86-4711-8ada-c03dd42f7916 · outbound
Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments Unresolved cited work
Reference 32
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 0dd55393-2d10-4f21-a9a9-e3088f29cb59 · outbound
Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments E.; Yang, J.; Wettig, A.; Yao, S.; Pei, K.; Press, O.; and Narasimhan, K
Reference 33
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 d3b9b03f-a1eb-420f-852a-650c3fe15083 · outbound
Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments Unresolved cited work
Reference 34
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 029388f2-dd64-4fc8-818c-b9fffefc778b · outbound
Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments S.; Nadgir, N.; and Narayanan, A
Reference 35
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 6838fd01-8e97-4207-8f6d-ec6b06b98529 · outbound
Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments Unresolved cited work
Reference 36
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 577e4343-0ade-4961-b2c6-f84a7f89ef71 · outbound
Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments ST-WebAgentBench: A Benchmark for Evaluating Safety and Trustworthiness in Web Agents
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1d5ad207-c2a6-4f09-9ba6-11f2960ec3a8 · outbound
Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments Unresolved cited work
Reference 38
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 aa506733-4b7b-4f77-bc0c-d530272e321d · outbound
Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments Unresolved cited work
Reference 39
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 dc3fb628-7b42-487f-9bea-a2555b7076d7 · outbound
Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments Unresolved cited work
Reference 40
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 27004586-1b67-469a-9fab-533725d63b23 · outbound
Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments Terminal-Bench: Benchmarking Agents on Hard, Realistic Tasks in Command Line Interfaces
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6cbbe059-2f28-41bc-b252-3c87b1e400f5 · outbound
Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments E.; Kadous, M
Reference 42
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 0324b38a-84ee-44a5-9c63-9e056f428019 · outbound
Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments J.; and Hashimoto, T
Reference 43
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 b430b57c-3938-4c16-bd8c-e2cc7341489f · outbound
Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments Unresolved cited work
Reference 44
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 4d8f4ddd-cd56-4080-8633-58eab8a8a80f · outbound
Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments Where Do LLMs Still Struggle? An In-Depth Analysis of Code Generation Benchmarks
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7c27e69c-0343-4096-bf5a-35413465591e · outbound
Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments Unresolved cited work
Reference 46
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 7f386bcb-3d48-4345-ae68-dc91bf553a88 · outbound
Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments D.; Greenwood, D.; Chan, A.; and Pentland, A
Reference 47
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 61221fb4-c9e5-4eb2-a1c7-8466ccd7c75a · outbound
Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments Unresolved cited work
Reference 48
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 f4f1fd40-3d75-427a-babe-c631123bea20 · outbound
Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments H.; and Li, B
Reference 49
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 27c04f06-f408-4ef6-b713-45c2cf00b319 · outbound
Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments J.; Cheng, Z.; Shin, D.; Lei, F.; Liu, Y.; Xu, Y.; Zhou, S.; Savarese, S.; Xiong, C.; Zhong, V.; and Yu, T
Reference 50
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 d40d21ff-321b-4b17-81b5-1cecfdd24f51 · outbound
Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments More Vulnerable than You Think: On the Stability of Tool-Integrated LLM Agents
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8ca3a625-0b11-418e-90c3-0d2b44cf661a · outbound
Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments $\tau$-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f6ba549b-8ac3-40dc-8415-3610cfbef24f · outbound
Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments Unresolved cited work
Reference 53
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 eccd6e8c-dd8f-483b-b6aa-238596317a69 · outbound
Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments Unresolved cited work
Reference 54
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 758eea9a-4d3d-4ef4-8d2a-516ac7f2c538 · outbound
Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments Z.; and Xie, X
Reference 55
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.
No inbound Pith citation observations are available.