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Paper Citation Record · LEDGER

Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments

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.

pith.paper-citation-record.v1
2608.02670 v1

Coverage vector

measured 55 of 55 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T15:14:29.769605Z

measured 55 of 55 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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

55 of 55 outbound references displayed

  • verified exact2
  • verified fuzzy9
  • unresolved44
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 66206bf6-958c-4de6-87c7-e153f30feb1e · outbound

This paper cites Terminal-Bench: Benchmarking Agents on Hard, Realistic Tasks in Command Line Interfaces.

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

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T15:14:29.537133Z digest=sha256:71534f04ea0621b62cc2ba0daa3baee2a880d7fa258e152840c56c73b5348752

Observation d22d9646-c12c-47bf-a5b6-fb080775228f · outbound

This paper cites PromptRobust: Towards Evaluating the Robustness of Large Language Models on Adversarial Prompts.

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

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source=arxiv_source observed=2026-08-15T15:14:29.543823Z digest=sha256:1b28a0048e7c6ffb1cf43d0fbc063fad1cde40b3f39d7a84d70575387d97518b

Observation cbc473e1-9fb5-4ff0-87e8-bc8b7b39678a · outbound

This paper cites Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Models.

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

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T15:14:29.548847Z digest=sha256:f00f1ea71677d5fcec4a854e4be41f6640cc2004db10440d056ebda7ff092b72

Observation 82e70164-4c61-4cef-91d2-a09dd161b6d1 · outbound

This paper cites doi:10.48550/ARXIV.2510.03285 , abstract =.

Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments doi:10.48550/ARXIV.2510.03285 , abstract =

Reference 4

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source=arxiv_source observed=2026-08-15T15:14:29.553056Z digest=sha256:49c4c7a2b8dfeb245820cb7ea968f9da68cb325d1d894095ea5926cf86ba467f

Observation 38115508-950a-44ec-aa8b-906b8734a37e · outbound

This paper cites Measuring Robustness to Natural Distribution Shifts in Image Classification.

Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments Measuring Robustness to Natural Distribution Shifts in Image Classification

Reference 5

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source=arxiv_source observed=2026-08-15T15:14:29.557576Z digest=sha256:3d5dbb245861608a35cc31f39cd93924f281d3de94237af16f9a3e618db75698

Observation b8373bfa-1b15-46cd-819e-3227e75ad047 · outbound

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

Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments Identifying the Risks of LM Agents with an LM-Emulated Sandbox

Reference 6

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T15:14:29.561886Z digest=sha256:92e45ad67b434c6a2b819e31968e67b9d4503d2aaeeb1ccfad609cf590268c1a

Observation 7821d604-567e-499f-9771-fe8227b539b0 · outbound

This paper cites FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance.

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

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T15:14:29.567661Z digest=sha256:203825b4339f42bdf02aad3a60c7d8a5fd799c7cf4b15ce1298a324c24006ba7

Observation 7b219c51-491c-4db0-a4e5-e32f7019533c · outbound

This paper cites AI Agents That Matter.

Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments AI Agents That Matter

Reference 8

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source=arxiv_source observed=2026-08-15T15:14:29.572145Z digest=sha256:806fca7c4688c12f1323eef4688113b7d135f9167fe5652123be86c6cb446798

Observation 956638cb-9b9f-49af-9902-b3464dd5f2a9 · outbound

This paper cites RouteLLM: Learning to Route LLMs with Preference Data.

Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments RouteLLM: Learning to Route LLMs with Preference Data

Reference 9

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no resolver link, observed 2026-08-15T15:14:29.576274Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T15:14:29.576274Z digest=sha256:dd5bf0301c1063c48cc6dcf5918490922ad87a7bffb40bd553acfa3d81abf053

Observation b906b034-fcab-40ad-95bb-12fe43811cfe · outbound

This paper cites an unresolved cited work.

Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments Unresolved cited work

Reference 10

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T15:14:29.581082Z digest=sha256:3b7f409b06509fa298f8a9fc9102817625dd0ff2ab865ce5d3a13727ea8157bc

Observation e36e6bc9-1f05-46e2-adb4-a5cbbca43142 · outbound

This paper cites ST-WebAgentBench: A Benchmark for Evaluating Safety and Trustworthiness in Web Agents.

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

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T15:14:29.585658Z digest=sha256:0e42c1d508407079fd89b6fb1530cb5a01c3e23e7b6ab9311a22554c5ee64c66

Observation 9fd58e83-7c58-4cd0-a333-e9159fd64901 · outbound

This paper cites Caution for the Environment: Multimodal LLM Agents are Susceptible to Environmental Distractions.

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

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source=arxiv_source observed=2026-08-15T15:14:29.589675Z digest=sha256:f152c104b72159e3fa2e5025d27e726aff7011208170d6e44b34180e33afb97c

Observation 7d52f938-ee87-4f2d-a978-4b2a58026c21 · outbound

This paper cites doi:10.48550/ARXIV.2601.06112 , abstract =.

Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments doi:10.48550/ARXIV.2601.06112 , abstract =

Reference 13

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doi, observed 2026-08-15T15:14:30.103036Z

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.

source=arxiv_source observed=2026-08-15T15:14:29.594227Z digest=sha256:3e1ea3c3a29edf87dd93e17b4baca28ef119077f76fdf0013ec8af9c39c0439d

Observation 3d0ff94f-4842-4acb-a1f9-4fd6dff0d558 · outbound

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

Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments AgentHarm: A Benchmark for Measuring Harmfulness of LLM Agents

Reference 14

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T15:14:29.598860Z digest=sha256:39d89deae7a92fee2bf1631097bccdbfb5f2e772bb6528d51c9cb2af2702a165

Observation 81793c7e-c7a3-49aa-9d35-8ed92ebb2f67 · outbound

This paper cites $\tau$-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains.

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

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source=arxiv_source observed=2026-08-15T15:14:29.604885Z digest=sha256:1c420530bc1e870eea7c201763d1d0e8ed0af063faac75e567572db48c36f79a

Observation 55234a13-4cf2-46d2-b1c4-7b868cefa70e · outbound

This paper cites More Vulnerable than You Think: On the Stability of Tool-Integrated LLM Agents.

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

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local_arxiv, observed 2026-08-15T15:14:29.981502Z

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.

source=arxiv_source observed=2026-08-15T15:14:29.609676Z digest=sha256:f5a6bc4e74ac0fbd6d90291a589001521998cacadbb638fdb59ba49a0b46aa27

Observation 066561ce-101c-49e5-8780-e50a5c65049e · outbound

This paper cites OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments.

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

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T15:14:29.614789Z digest=sha256:6c0a404d71d12b7821855ca57039d8c72a7b223b3fcc31f353678f1bbcec2a32

Observation 37c4a9ca-5e8d-49c0-8d74-00f73b19ab02 · outbound

This paper cites TheAgentCompany: Benchmarking LLM Agents on Consequential Real World Tasks.

Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments TheAgentCompany: Benchmarking LLM Agents on Consequential Real World Tasks

Reference 18

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source=arxiv_source observed=2026-08-15T15:14:29.619930Z digest=sha256:15adaa5b65628bd81ae81efcf63a778355042a400862570205d22b7af0b36bb7

Observation c04ad23a-fdb4-4b75-be59-6b7e32f9aadc · outbound

This paper cites CostBench: Evaluating Multi-Turn Cost-Optimal Planning and Adaptation in Dynamic Environments for LLM Tool-Use Agents.

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

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no resolver link, observed 2026-08-15T15:14:29.624236Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T15:14:29.624236Z digest=sha256:733c71d524871eeed961ec83bd805fbc0455fd6d6b60af60cdd6a5f1dadccc22

Observation ae82c6fa-aaec-442d-a4f3-0e5dbd3d722e · outbound

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

Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments SWE-bench: Can Language Models Resolve Real-World GitHub Issues?

Reference 20

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source=arxiv_source observed=2026-08-15T15:14:29.628905Z digest=sha256:fe5901f96388257776bf3eeee9802af58b840f8aba4b5cb33330d83931866c3e

Observation 6d904619-0607-45d1-b474-344f6b99159e · outbound

This paper cites 2020 , note =.

Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments 2020 , note =

Reference 21

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no resolver link, observed 2026-08-15T15:14:29.632966Z

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source=arxiv_source observed=2026-08-15T15:14:29.632966Z digest=sha256:50e5e201404d30f6f7f2e2176814ac973e01ff3eca003843b8ab0604c058ac46

Observation 467c1337-446b-4e29-8947-291c8976ec81 · outbound

This paper cites arXiv.org , author =.

Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments arXiv.org , author =

Reference 22

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raw_fallback, observed 2026-08-15T15:14:30.834559Z

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.

source=arxiv_source observed=2026-08-15T15:14:29.638311Z digest=sha256:38040ba5ead5cac1bccaa95c68d12b6f8bd8d9520d6a47488f5c013417ce8c97

Observation ca69b113-5fca-48ba-8303-357e39c90621 · outbound

This paper cites doi:10.48550/ARXIV.2602.10975 , abstract =.

Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments doi:10.48550/ARXIV.2602.10975 , abstract =

Reference 23

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no resolver link, observed 2026-08-15T15:14:29.643187Z

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source=arxiv_source observed=2026-08-15T15:14:29.643187Z digest=sha256:d84ac6003293911a55bea69f113a83d5286f0f782f6de0293191e1e4adebfae0

Observation 6f7569f6-0658-4519-a59f-4063470305e0 · outbound

This paper cites Defeating Prompt Injections by Design.

Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments Defeating Prompt Injections by Design

Reference 24

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no resolver link, observed 2026-08-15T15:14:29.647335Z

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source=arxiv_source observed=2026-08-15T15:14:29.647335Z digest=sha256:fe134e0159fb9de6eb1da84920a30c3b034c50d777daf12a9fa29d80c2b61ac6

Observation ae039497-dc29-43f6-ae05-aef711580e43 · outbound

This paper cites Progent: Securing AI Agents with Privilege Control.

Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments Progent: Securing AI Agents with Privilege Control

Reference 25

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source=arxiv_source observed=2026-08-15T15:14:29.651663Z digest=sha256:1f442bc6ace6146a33080c76ad4d2a918fffd2c9314f1cdd836498fb5df0532b

Observation 6a92e71d-3b94-4d87-ab59-997a8c5843fc · outbound

This paper cites AgentDyn: Are Your Agent Security Defenses Deployable in Real-World Dynamic Environments?.

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

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source=arxiv_source observed=2026-08-15T15:14:29.656259Z digest=sha256:88dceb94a08573b868df88166985d30d10116eb12725ab02593399f85257c7d6

Observation 51a406ca-1fc4-4769-8206-607c53b9dd9e · outbound

This paper cites an unresolved cited work.

Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments Unresolved cited work

Reference 27

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source=arxiv_source observed=2026-08-15T15:14:29.660852Z digest=sha256:2370e6e8811bbc92d6253ab6ed03410a79cebe3b916cbfdad4015bff0305044f

Observation 4bf84392-c628-416b-83f4-3b0899903b11 · outbound

This paper cites an unresolved cited work.

Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments Unresolved cited work

Reference 28

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no resolver link, observed 2026-08-15T15:14:29.665560Z

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source=arxiv_source observed=2026-08-15T15:14:29.665560Z digest=sha256:c49ff3c688d6cb3b4b38d8f6c2b43c4e7e97aba77f3d7d446e0eff3d0b5ad8be

Observation 5bd63484-843b-4a3b-ad05-e62a0e715bf0 · outbound

This paper cites an unresolved cited work.

Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments Unresolved cited work

Reference 29

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raw_fallback, observed 2026-08-15T15:14:30.821195Z

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.

source=arxiv_source observed=2026-08-15T15:14:29.669456Z digest=sha256:e0fca3f76ab069b529bf61cb3a0c5b2d806818f6f04592a3771094969ed76df9

Observation 9ea91114-2600-46df-a6d0-d85640c3d490 · outbound

This paper cites an unresolved cited work.

Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments Unresolved cited work

Reference 30

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raw_fallback, observed 2026-08-15T15:14:30.806618Z

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.

source=arxiv_source observed=2026-08-15T15:14:29.673608Z digest=sha256:883f85ab68845864cde6e352c29aa8e434cfe80805ff1519924adfc6b6b05049

Observation 4ee62280-7a9d-459a-abb4-6f061b2af175 · outbound

This paper cites an unresolved cited work.

Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments Unresolved cited work

Reference 31

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raw_fallback, observed 2026-08-15T15:14:30.792554Z

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T15:14:29.678212Z digest=sha256:7ea0ec9c347c6e4c93e5062d0bb87ff62b5ba13d402d2cf07f9a576751664653

Observation 9974f190-9c86-4711-8ada-c03dd42f7916 · outbound

This paper cites an unresolved cited work.

Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments Unresolved cited work

Reference 32

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raw_fallback, observed 2026-08-15T15:14:30.779313Z

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.

source=arxiv_source observed=2026-08-15T15:14:29.681930Z digest=sha256:095c03599d9b172bd46ae124d0838cf45da33c95d1948840dcb1a33b71fb4fed

Observation 0dd55393-2d10-4f21-a9a9-e3088f29cb59 · outbound

This paper cites E.; Yang, J.; Wettig, A.; Yao, S.; Pei, K.; Press, O.; and Narasimhan, K.

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

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raw_fallback, observed 2026-08-15T15:14:30.766104Z

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.

source=arxiv_source observed=2026-08-15T15:14:29.685593Z digest=sha256:e07c973fc51b0355fe4fa38482cb598a75d7ba26c0bf8681356cbd579dd79720

Observation d3b9b03f-a1eb-420f-852a-650c3fe15083 · outbound

This paper cites an unresolved cited work.

Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments Unresolved cited work

Reference 34

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raw_fallback, observed 2026-08-15T15:14:30.751446Z

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.

source=arxiv_source observed=2026-08-15T15:14:29.689471Z digest=sha256:a8a3d99e1211fabeb9101bcec201b6f3dfb428c3a1cb0ef089cc6dc10bb1e10e

Observation 029388f2-dd64-4fc8-818c-b9fffefc778b · outbound

This paper cites S.; Nadgir, N.; and Narayanan, A.

Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments S.; Nadgir, N.; and Narayanan, A

Reference 35

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verified fuzzy
raw_fallback, observed 2026-08-15T15:14:30.737810Z

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.

source=arxiv_source observed=2026-08-15T15:14:29.693520Z digest=sha256:5fabcec436c16c9da35157ac1f8e88084f3acc85d62007c1d8cd23cba81d4b4c

Observation 6838fd01-8e97-4207-8f6d-ec6b06b98529 · outbound

This paper cites an unresolved cited work.

Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments Unresolved cited work

Reference 36

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unresolved
raw_fallback, observed 2026-08-15T15:14:30.720958Z

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.

source=arxiv_source observed=2026-08-15T15:14:29.697131Z digest=sha256:994ff01e6a146cfade3f59e6850576b713cb05fad747468f8b27c0b240f69ddb

Observation 577e4343-0ade-4961-b2c6-f84a7f89ef71 · outbound

This paper cites ST-WebAgentBench: A Benchmark for Evaluating Safety and Trustworthiness in Web Agents.

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

Resolution
unresolved
no resolver link, observed 2026-08-15T15:14:29.700885Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T15:14:29.700885Z digest=sha256:5d56f11cd119e698a7ceaf9f508c9dd1203481439142f79e080003c07c0043a2

Observation 1d5ad207-c2a6-4f09-9ba6-11f2960ec3a8 · outbound

This paper cites an unresolved cited work.

Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-15T15:14:30.704770Z

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.

source=arxiv_source observed=2026-08-15T15:14:29.704321Z digest=sha256:1e03c53c9b3b8c39be965f9c5bf9aabd63807d5748eaedb41783af1f339a9b28

Observation aa506733-4b7b-4f77-bc0c-d530272e321d · outbound

This paper cites an unresolved cited work.

Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-15T15:14:30.692391Z

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.

source=arxiv_source observed=2026-08-15T15:14:29.708762Z digest=sha256:7f0f6faae3e938f5628d8a0df7438706f1c32fc2584db0490eb173dc65dafebf

Observation dc3fb628-7b42-487f-9bea-a2555b7076d7 · outbound

This paper cites an unresolved cited work.

Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-15T15:14:30.680756Z

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.

source=arxiv_source observed=2026-08-15T15:14:29.712819Z digest=sha256:1b9d077c8e252a4354e2db55fb9821ddb969cae1f5c121a2b0c501ca398624c7

Observation 27004586-1b67-469a-9fab-533725d63b23 · outbound

This paper cites Terminal-Bench: Benchmarking Agents on Hard, Realistic Tasks in Command Line Interfaces.

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

Resolution
unresolved
no resolver link, observed 2026-08-15T15:14:29.716206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T15:14:29.716206Z digest=sha256:5807f39ca67b71b37e0166cc5eb2c166a0bc371a87aa4dc32799f347d308edb1

Observation 6cbbe059-2f28-41bc-b252-3c87b1e400f5 · outbound

This paper cites E.; Kadous, M.

Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments E.; Kadous, M

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:14:30.666204Z

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.

source=arxiv_source observed=2026-08-15T15:14:29.720376Z digest=sha256:0a35d1b7eeb5377796275f297561e75f57cd258bc7f6ece824671ba57235fe62

Observation 0324b38a-84ee-44a5-9c63-9e056f428019 · outbound

This paper cites J.; and Hashimoto, T.

Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments J.; and Hashimoto, T

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:14:30.650723Z

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.

source=arxiv_source observed=2026-08-15T15:14:29.723814Z digest=sha256:c359bd00d6ecc0049a24ac416c23127b08f0d66aa005c5fc78151e1537c85526

Observation b430b57c-3938-4c16-bd8c-e2cc7341489f · outbound

This paper cites an unresolved cited work.

Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-15T15:14:30.636214Z

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.

source=arxiv_source observed=2026-08-15T15:14:29.727062Z digest=sha256:cc2b9cec3d5d80bdb083d540ffe20846d9c9c951eae9238755d638f493b50694

Observation 4d8f4ddd-cd56-4080-8633-58eab8a8a80f · outbound

This paper cites Where Do LLMs Still Struggle? An In-Depth Analysis of Code Generation Benchmarks.

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

Resolution
unresolved
no resolver link, observed 2026-08-15T15:14:29.730197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T15:14:29.730197Z digest=sha256:7da96c8db09743cc499a309124ef7509f7d4a5cebb8cac529c97b7a1838c2511

Observation 7c27e69c-0343-4096-bf5a-35413465591e · outbound

This paper cites an unresolved cited work.

Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-15T15:14:30.620133Z

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.

source=arxiv_source observed=2026-08-15T15:14:29.734038Z digest=sha256:b7ca0fc5dac7acdfaf266f6ce291513b9ee1557a0f6d5fae577bf31308078026

Observation 7f386bcb-3d48-4345-ae68-dc91bf553a88 · outbound

This paper cites D.; Greenwood, D.; Chan, A.; and Pentland, A.

Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments D.; Greenwood, D.; Chan, A.; and Pentland, A

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:14:30.606456Z

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.

source=arxiv_source observed=2026-08-15T15:14:29.739072Z digest=sha256:84de0fb91b935e8f1d3adf0192567ff0335416611511fd9e186952df9b3eb80b

Observation 61221fb4-c9e5-4eb2-a1c7-8466ccd7c75a · outbound

This paper cites an unresolved cited work.

Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-15T15:14:30.593138Z

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.

source=arxiv_source observed=2026-08-15T15:14:29.742821Z digest=sha256:3404694b284aee3b99bc5b00d02419156afcf1f55f68e1eac8112f28ba41ca32

Observation f4f1fd40-3d75-427a-babe-c631123bea20 · outbound

This paper cites H.; and Li, B.

Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments H.; and Li, B

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:14:30.578996Z

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.

source=arxiv_source observed=2026-08-15T15:14:29.746828Z digest=sha256:dd988e5307271ff902374f6c8f71498536a058b9a9b4da838c2c8f9469b74bc7

Observation 27c04f06-f408-4ef6-b713-45c2cf00b319 · outbound

This paper cites J.; Cheng, Z.; Shin, D.; Lei, F.; Liu, Y.; Xu, Y.; Zhou, S.; Savarese, S.; Xiong, C.; Zhong, V.; and Yu, T.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:14:30.566289Z

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.

source=arxiv_source observed=2026-08-15T15:14:29.750789Z digest=sha256:92aa2bba468dd977c9f7b4e9a957b4cd8a0cc7dc6ed878dec873fa494065bde2

Observation d40d21ff-321b-4b17-81b5-1cecfdd24f51 · outbound

This paper cites More Vulnerable than You Think: On the Stability of Tool-Integrated LLM Agents.

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

Resolution
unresolved
no resolver link, observed 2026-08-15T15:14:29.754476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T15:14:29.754476Z digest=sha256:9aecb3492d0bd9010868757be0827be2a7c0b45a9cc3ada4abb7f2368e4b8c8b

Observation 8ca3a625-0b11-418e-90c3-0d2b44cf661a · outbound

This paper cites $\tau$-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains.

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

Resolution
unresolved
no resolver link, observed 2026-08-15T15:14:29.758408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T15:14:29.758408Z digest=sha256:64f5e0d4bc8ab9f626ae643832a6df07a916b2aeb6b276d00965563278c092ba

Observation f6ba549b-8ac3-40dc-8415-3610cfbef24f · outbound

This paper cites an unresolved cited work.

Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-15T15:14:30.552444Z

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.

source=arxiv_source observed=2026-08-15T15:14:29.762114Z digest=sha256:201a60f16b38df5246da2c3e932d087994d5849c4f677c4abbcd7b6136d7721b

Observation eccd6e8c-dd8f-483b-b6aa-238596317a69 · outbound

This paper cites an unresolved cited work.

Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-15T15:14:30.534495Z

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.

source=arxiv_source observed=2026-08-15T15:14:29.765864Z digest=sha256:39d1f7102a5bc367f2817bddd8ba0d064b2ac9145ea8907b89f81acc58fbb238

Observation 758eea9a-4d3d-4ef4-8d2a-516ac7f2c538 · outbound

This paper cites Z.; and Xie, X.

Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments Z.; and Xie, X

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:14:30.517210Z

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.

source=arxiv_source observed=2026-08-15T15:14:29.769605Z digest=sha256:8f7eb2aff729d8df02ac8b8bec7e6e47f8c23d761f2bfdc6d8534da1994981f1

Pith citing papers

No inbound Pith citation observations are available.