Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering | Paper Citation Record

Observation 9a08ec63-8e4b-4be5-badd-ee1a9cb776b8 · outbound

This paper cites Chawla, Jian Pei, Jianfeng Gao, Michael Backes, Philip S.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Chawla, Jian Pei, Jianfeng Gao, Michael Backes, Philip S

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:25.873265Z

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.

Observation 754eb586-c2be-4416-99cc-981f89a7e069 · outbound

This paper cites Outcome first or overview first? optimizing patient-oriented framework for evidence-based healthcare treatment selections with xai tools.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Outcome first or overview first? optimizing patient-oriented framework for evidence-based healthcare treatment selections with xai tools

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:25.893005Z

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.

Observation 8661ccde-24bf-4443-af1c-878f8bed0c58 · outbound

This paper cites Semantic volume: Quantifying and detecting both ex- ternal and internal uncertainty in llms.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Semantic volume: Quantifying and detecting both ex- ternal and internal uncertainty in llms

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:25.928672Z

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

Observation 754b740e-9581-46b2-9fe4-fbb513d5b8b2 · outbound

This paper cites MedPAIR: Measuring Physicians and AI Relevance Alignment in Medical Question Answering.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering MedPAIR: Measuring Physicians and AI Relevance Alignment in Medical Question Answering

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-11T19:31:08.604352Z

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.

Observation 17c60d7f-00ef-42b6-be75-24438d6c3d87 · outbound

This paper cites The MedPerturb Dataset: What Non-Content Perturbations Reveal About Human and Clinical LLM Decision Making.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering The MedPerturb Dataset: What Non-Content Perturbations Reveal About Human and Clinical LLM Decision Making

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-11T19:31:08.549200Z

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

Observation 35d8e2ed-d827-4192-9da9-8eaedc0b0e00 · outbound

This paper cites Deliberative Alignment: Reasoning Enables Safer Language Models.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T19:31:08.576351Z

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.

Observation 939e0fb5-bf41-455c-9d2c-cb155c8a25ba · outbound

This paper cites Ruleadapter: Dynamic rules for training safety reward models in rlhf.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Ruleadapter: Dynamic rules for training safety reward models in rlhf

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:25.967029Z

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.

Observation bbb69960-55f6-4435-a866-7b4e35a148a3 · outbound

This paper cites Encore: Entropy-guided reward composition for multi-head safety reward models.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Encore: Entropy-guided reward composition for multi-head safety reward models

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:25.844221Z

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.

Observation dfbdb1bd-5582-4e98-ae55-0b1e0b67769c · outbound

This paper cites Bradley-terry and multi-objective reward modeling are complementary.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Bradley-terry and multi-objective reward modeling are complementary

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:25.840953Z

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.

Observation 44012f56-cebb-4540-bfc5-2898c3b09e46 · outbound

This paper cites Catastrophic Failure of LLM Unlearning via Quantization.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Catastrophic Failure of LLM Unlearning via Quantization

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-11T19:31:08.599343Z

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.

Observation aec6227f-8076-41dc-94a9-9d0babd9efd4 · outbound

This paper cites From Hard Refusals to Safe-Completions: Toward Output-Centric Safety Training.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering From Hard Refusals to Safe-Completions: Toward Output-Centric Safety Training

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-11T19:31:08.563625Z

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.

Observation bfa07cdc-8726-435d-8930-52d7fad8f2ca · outbound

This paper cites Jailbroken: How does llm safety training fail?Advances in neural information processing systems, 36:80079–80110.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Jailbroken: How does llm safety training fail?Advances in neural information processing systems, 36:80079–80110

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:25.863340Z

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.

Observation 1f24bee5-8f5e-4ca8-b663-f516e49ed397 · outbound

This paper cites Universal and Transferable Adversarial Attacks on Aligned Language Models.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Universal and Transferable Adversarial Attacks on Aligned Language Models

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-05-11T19:31:08.586144Z

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.

Observation fb9f2abc-2a70-40b7-aa3d-ccef70cb721b · outbound

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

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-05-11T19:31:08.530592Z

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.

Observation 3a49642e-3172-445f-a777-513dd286841d · outbound

This paper cites A strongreject for empty jailbreaks.Advances in Neural Information Processing Systems, 37:125416–125440.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering A strongreject for empty jailbreaks.Advances in Neural Information Processing Systems, 37:125416–125440

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:26.174500Z

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.

Observation 08da4bce-8845-4017-ab16-e62948ef9a8f · outbound

This paper cites Jailbreakbench: An open robustness benchmark for jailbreaking large language models.Advances in Neural Information Processing Systems, 37:55005–55029.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Jailbreakbench: An open robustness benchmark for jailbreaking large language models.Advances in Neural Information Processing Systems, 37:55005–55029

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:25.970527Z

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.

Observation 9ea79794-54cc-4934-974d-0f9707be9d06 · outbound

This paper cites SimpleSafetyTests: a Test Suite for Identifying Critical Safety Risks in Large Language Models.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering SimpleSafetyTests: a Test Suite for Identifying Critical Safety Risks in Large Language Models

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-11T19:31:08.476793Z

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.

Observation 00c4dbc1-f8ab-4aa7-91ad-21284ed004b9 · outbound

This paper cites Salad-bench: A hierarchical and comprehensive safety benchmark for large language models.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Salad-bench: A hierarchical and comprehensive safety benchmark for large language models

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:26.105558Z

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.

Observation 707080c9-2322-4816-b73f-bdbae1efb281 · outbound

This paper cites CARES: Comprehensive Evaluation of Safety and Adversarial Robustness in Medical LLMs.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering CARES: Comprehensive Evaluation of Safety and Adversarial Robustness in Medical LLMs

Reference 19

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T19:31:08.515427Z

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.

Observation 3c62f23e-7361-4d4b-a9b9-1d85788b7df5 · outbound

This paper cites When Thinking Fails: The Pitfalls of Reasoning for Instruction-Following in LLMs.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering When Thinking Fails: The Pitfalls of Reasoning for Instruction-Following in LLMs

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-11T19:31:08.525902Z

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.

Observation a62e08f7-4b3a-4732-bc87-5e44730e9cdc · outbound

This paper cites How Should We Enhance the Safety of Large Reasoning Models: An Empirical Study.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering How Should We Enhance the Safety of Large Reasoning Models: An Empirical Study

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-05-11T19:31:08.488550Z

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.

Observation 1e1b4f2a-747c-4ddf-9282-4b6491c86229 · outbound

This paper cites ProbeLLM: Automating Principled Diagnosis of LLM Failures.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering ProbeLLM: Automating Principled Diagnosis of LLM Failures

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-06-10T02:11:49.648006Z

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.

Observation 11ffb87a-1cbe-4bca-95bd-96fceec1271f · outbound

This paper cites Star-1: Safer alignment of reasoning llms with 1k data.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Star-1: Safer alignment of reasoning llms with 1k data

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:26.074078Z

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.

Observation ac0b2d22-8923-4de2-82fa-0fd5fd7ff2f4 · outbound

This paper cites Learning to rank chain-of-thought: An energy-based approach with outcome supervision.arXiv preprint arXiv:2505.14999, 2025a.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Learning to rank chain-of-thought: An energy-based approach with outcome supervision.arXiv preprint arXiv:2505.14999, 2025a

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-11T19:31:08.510440Z

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.

Observation 35fe793b-e398-4e40-aabc-afc3fa2e4268 · outbound

This paper cites Safety Tax: Safety Alignment Makes Your Large Reasoning Models Less Reasonable.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Safety Tax: Safety Alignment Makes Your Large Reasoning Models Less Reasonable

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-11T19:31:08.544413Z

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.

Observation ca779a7f-584d-4fb3-a023-9c220b76df6c · outbound

This paper cites Safechain: Safety of language models with long chain-of-thought reasoning capabilities.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Safechain: Safety of language models with long chain-of-thought reasoning capabilities

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:26.088141Z

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.

Observation 00545680-df47-4709-8e81-3799ff98586f · outbound

This paper cites Chain of Thought Monitorability: A New and Fragile Opportunity for AI Safety.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Chain of Thought Monitorability: A New and Fragile Opportunity for AI Safety

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-20T14:19:45.019656Z

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.

Observation 04c7a832-6e0d-42d5-9330-00ad8d20f2b9 · outbound

This paper cites Steering Llama 2 via Contrastive Activation Addition.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Steering Llama 2 via Contrastive Activation Addition

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-11T20:37:21.847050Z

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.

Observation 7c00eba0-b7fa-48f0-ac4a-88588734cea1 · outbound

This paper cites Adaptive activation steering: A tuning-free llm truthfulness improvement method for diverse hallucinations categories.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Adaptive activation steering: A tuning-free llm truthfulness improvement method for diverse hallucinations categories

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:26.109452Z

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.

Observation 46c9ad98-03ac-416c-8f7c-b80c3038ee72 · outbound

This paper cites Programming Refusal with Conditional Activation Steering.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Programming Refusal with Conditional Activation Steering

Reference 30

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T19:31:08.535840Z

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.

Observation ff522ec8-0e79-4939-b6f1-5ec93cf5f005 · outbound

This paper cites Semantics-Adaptive Activation Intervention for LLMs via Dynamic Steering Vectors.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Semantics-Adaptive Activation Intervention for LLMs via Dynamic Steering Vectors

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-11T19:31:08.558655Z

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.

Observation e1d8af4d-8dbb-4b86-b255-ca81c8fceaa7 · outbound

This paper cites Multi-property steering of large lan- guage models with dynamic activation composition.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Multi-property steering of large lan- guage models with dynamic activation composition

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:26.178693Z

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.

Observation 5a6a0ac0-eff6-45db-ac12-57e71bcd9b59 · outbound

This paper cites Mitigating content effects on reasoning in language models through fine-grained activation steering.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Mitigating content effects on reasoning in language models through fine-grained activation steering

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:26.170478Z

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.

Observation e252ed1f-a756-4588-9d07-1c124f602b3c · outbound

This paper cites org/abs/2502.01042.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering org/abs/2502.01042

Reference 34

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T19:31:08.567928Z

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.

Observation 71826e1d-8ec6-479f-aa4f-2db7df5a936d · outbound

This paper cites WildChat: 1M ChatGPT Interaction Logs in the Wild.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering WildChat: 1M ChatGPT Interaction Logs in the Wild

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-05-16T10:43:02.331896Z

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.

Observation d511e349-85f8-4d1f-9b77-3d9f79b684b8 · outbound

This paper cites Pku-saferlhf: Towards multi-level safety alignment for llms with human preference.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Pku-saferlhf: Towards multi-level safety alignment for llms with human preference

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:26.045877Z

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.

Observation 9c5a0843-451e-41f3-9f0f-820e9643e0db · outbound

This paper cites JailBreakV: A Benchmark for Assessing the Robustness of MultiModal Large Language Models against Jailbreak Attacks.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering JailBreakV: A Benchmark for Assessing the Robustness of MultiModal Large Language Models against Jailbreak Attacks

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-05-11T19:31:08.469807Z

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.

Observation 7115fcab-9f9f-446d-a946-839d48bf9875 · outbound

This paper cites Beavertails: Towards improved safety alignment of llm via a human-preference dataset.Advances in Neural Information Processing Systems, 36: 24678–24704.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Beavertails: Towards improved safety alignment of llm via a human-preference dataset.Advances in Neural Information Processing Systems, 36: 24678–24704

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:26.166710Z

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.

Observation 10d27ae0-380c-4587-9a2b-7deb3effa3a6 · outbound

This paper cites On the resemblance and containment of documents.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering On the resemblance and containment of documents

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:25.919044Z

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.

Observation baa40c6c-6824-472a-92df-0812af223d95 · outbound

This paper cites Wildteaming at scale: From in-the-wild jailbreaks to (adversarially) safer language models.Advances in Neural Information Processing Systems, 37:47094–47165.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Wildteaming at scale: From in-the-wild jailbreaks to (adversarially) safer language models.Advances in Neural Information Processing Systems, 37:47094–47165

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:25.909839Z

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.

Observation fbacaffe-f6a5-4379-8982-1073d2ef555f · outbound

This paper cites Challenging big- bench tasks and whether chain-of-thought can solve them.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Challenging big- bench tasks and whether chain-of-thought can solve them

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:25.922513Z

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.

Observation 06b0b449-364c-46fa-8f2a-4093e9e44006 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Training Verifiers to Solve Math Word Problems

Reference 42

Resolution: verified exact; local_arxiv, observed 2026-05-11T19:31:08.504038Z

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.

Observation 10c852a2-5c75-44cd-9d4d-2935e19fe3ad · outbound

This paper cites Measuring Massive Multitask Language Understanding.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Measuring Massive Multitask Language Understanding

Reference 43

Resolution: verified exact; local_arxiv, observed 2026-05-11T19:31:08.463524Z

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.

Observation 38d82792-2603-4925-ab59-27de828e603a · outbound

This paper cites World Health Organization.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering World Health Organization

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:25.913220Z

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.

Observation 17c88fd1-57e4-41ed-9cb3-0e1c4803b2cc · outbound

This paper cites Injury prevention and control.Emergency medicine clinics of North America, 25(3):901–914.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Injury prevention and control.Emergency medicine clinics of North America, 25(3):901–914

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:26.003103Z

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.

Observation e1500e52-3736-4058-8ebf-9feac6fb12ac · outbound

This paper cites Ethical principles of psychologists and code of conduct.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Ethical principles of psychologists and code of conduct

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:25.876543Z

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.

Observation 2ac933a8-af92-4dd5-b53f-b4e78add2aa4 · outbound

This paper cites World Health Organization.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering World Health Organization

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:25.879629Z

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.

Observation 08434dc5-75be-4ea1-b349-95314adcea78 · outbound

This paper cites APA Professional Practice Guidelines.https://www.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering APA Professional Practice Guidelines.https://www

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:25.882523Z

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.

Observation dc5a6b7c-e3e7-42eb-bd95-cc2f5f2eff02 · outbound

This paper cites National Suicide Prevention Lifeline.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering National Suicide Prevention Lifeline

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:25.896046Z

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.

Observation 39e3b89c-f927-4901-86a8-d5cc41358839 · outbound

This paper cites American Psychiatric Association Publishing.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering American Psychiatric Association Publishing

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:25.925651Z

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.

Observation 2eb60187-32f8-4487-a3e3-c08138a2d239 · outbound

This paper cites an unresolved cited work.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-05-26T13:57:25.889797Z

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.

Observation a843e36a-e910-4164-aa29-0af4b25fe9f0 · outbound

This paper cites General Data Protection Regulation (GDPR).

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering General Data Protection Regulation (GDPR)

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:25.860069Z

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.

Observation c17983c2-fb06-40a1-89a8-772c8386efc7 · outbound

This paper cites California Consumer Privacy Act (CCPA).

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering California Consumer Privacy Act (CCPA)

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:25.820440Z

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.

Observation ef2daa38-a8b6-4339-8614-a509e9e0cd69 · outbound

This paper cites NIST Privacy Framework: A Tool for Improving Privacy through Enterprise Risk Management.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering NIST Privacy Framework: A Tool for Improving Privacy through Enterprise Risk Management

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:25.856831Z

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.

Observation 6e01331e-f849-468f-8429-d6d738289c6b · outbound

This paper cites Department of Health and Human Services.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Department of Health and Human Services

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:25.850340Z

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.

Observation 0ebcde04-b84d-4fd2-ac56-bad971c85995 · outbound

This paper cites URL https://www.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering URL https://www

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:25.989301Z

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.

Observation 82275ce1-819a-456a-9e32-af4e6223edd0 · outbound

This paper cites NIST Cybersecurity Framework 2.0.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering NIST Cybersecurity Framework 2.0

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:25.817252Z

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.

Observation 7fa1dc26-aae7-4881-9bbb-02ef6446e20a · outbound

This paper cites MITRE ATT&CK Framework.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering MITRE ATT&CK Framework

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:25.823197Z

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.

Observation 98e642c8-8b8f-4c43-b0c8-a6623e64fc1a · outbound

This paper cites OWASP Top 10 Web Application Security Risks.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering OWASP Top 10 Web Application Security Risks

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:25.801065Z

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.

Observation 21149034-d6bb-4493-b5e4-e935c7b76770 · outbound

This paper cites an unresolved cited work.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Unresolved cited work

Reference 60

Resolution: unresolved; raw_fallback, observed 2026-05-26T13:57:25.794344Z

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.

Observation 1adfc352-43f4-4bea-b9d7-4069a8c224e2 · outbound

This paper cites Media and Information Literacy Framework.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Media and Information Literacy Framework

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:25.837365Z

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.

Observation d21fca47-ec4c-4a26-973c-23f3860efd11 · outbound

This paper cites Reuters Institute Digital News Report 2024.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Reuters Institute Digital News Report 2024

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:25.886816Z

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.

Observation e8291e0e-f809-442c-96ba-7394e8e890c9 · outbound

This paper cites Information disorder: Toward an interdisciplinary framework for research and policy making.Council of Europe Report, 27.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Information disorder: Toward an interdisciplinary framework for research and policy making.Council of Europe Report, 27

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:25.899753Z

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.

Observation 2ba8d34d-beea-456c-8519-b711c51a3e72 · outbound

This paper cites Managing the COVID-19 infodemic.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Managing the COVID-19 infodemic

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:25.960796Z

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.

Observation 3fe58444-d785-4e6b-b59d-b2dfd11ddaae · outbound

This paper cites an unresolved cited work.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Unresolved cited work

Reference 65

Resolution: unresolved; raw_fallback, observed 2026-05-26T13:57:25.973368Z

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.

Observation 8a37add7-e044-4227-b4b6-b0d0343550ce · outbound

This paper cites SPJ Code of Ethics.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering SPJ Code of Ethics

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:26.162610Z

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.

Observation 523ace93-4942-45c3-bf1a-8bb34e077088 · outbound

This paper cites Universal Declaration of Human Rights.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Universal Declaration of Human Rights

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:26.159111Z

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.

Observation 3d734e2c-6b5b-497f-986e-8c94366a4370 · outbound

This paper cites International Covenant on Civil and Political Rights.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering International Covenant on Civil and Political Rights

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:26.138281Z

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.

Observation 78778142-a4d5-446b-a24b-a7b6818ecccf · outbound

This paper cites Convention on the Elimination of All Forms of Discrimination Against Women.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Convention on the Elimination of All Forms of Discrimination Against Women

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:26.145415Z

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.

Observation 34245242-642e-4b80-b80a-ebbf54c2cf3f · outbound

This paper cites an unresolved cited work.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Unresolved cited work

Reference 70

Resolution: unresolved; raw_fallback, observed 2026-05-26T13:57:26.155457Z

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.

Observation 99d110ab-f98e-457d-b4ac-052f099b5a5f · outbound

This paper cites Department of Justice.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Department of Justice

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:26.117095Z

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.

Observation 113a7f1d-980a-4c9f-9402-b535196b72f2 · outbound

This paper cites Yogyakarta Principles on the Application of International Human Rights Law in Relation to Sexual Orientation and Gender Identity.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Yogyakarta Principles on the Application of International Human Rights Law in Relation to Sexual Orientation and Gender Identity

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:26.113237Z

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.

Observation 40b8057b-e7d8-4880-9bf5-8b306641539e · outbound

This paper cites Ethics Guidelines for Trustworthy AI.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Ethics Guidelines for Trustworthy AI

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:25.853410Z

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.

Observation 165c8f72-84c6-4d23-bfca-023113390a61 · outbound

This paper cites Rome Statute of the International Criminal Court.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Rome Statute of the International Criminal Court

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:26.120539Z

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.

Observation 127056a1-d449-452c-838f-8a13bc1a6ceb · outbound

This paper cites United Nations Convention Against Transnational Organized Crime.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering United Nations Convention Against Transnational Organized Crime

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:26.098513Z

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.

Observation deec81b7-b63d-454c-9e6d-d92deb9d17cd · outbound

This paper cites Model Rules of Professional Conduct.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Model Rules of Professional Conduct

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:26.102186Z

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.

Observation f43e65cf-048b-449a-8080-6cbd37c74f38 · outbound

This paper cites Foreign Account Tax Compliance Act (FATCA).

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Foreign Account Tax Compliance Act (FATCA)

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:26.127223Z

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.

Observation 59585a35-c548-442d-8386-a0aef55e1071 · outbound

This paper cites Congress.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Congress

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:26.080991Z

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.

Observation b091e895-2edf-49cf-90b4-c564a77cce9e · outbound

This paper cites Convention on the Rights of the Child.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Convention on the Rights of the Child

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:26.084263Z

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.

Observation fc60ddd3-aa40-43a8-b794-a075aad28d99 · outbound

This paper cites Online Safety Resources.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Online Safety Resources

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:26.091443Z

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.

Observation ebc250c7-3aa0-40ea-a8c5-e40a82fceff7 · outbound

This paper cites Children’s Online Privacy Protection Act.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Children’s Online Privacy Protection Act

Reference 81

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:26.077576Z

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.

Observation 7923f74b-0573-4cdc-86bf-99df3530ebfd · outbound

This paper cites an unresolved cited work.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Unresolved cited work

Reference 82

Resolution: unresolved; raw_fallback, observed 2026-05-26T13:57:26.067818Z

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.

Observation b04c7840-84e9-4f3c-a866-871bd0e856f3 · outbound

This paper cites Council of Europe Convention on the Protection of Children against Sexual Exploitation and Sexual Abuse.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Council of Europe Convention on the Protection of Children against Sexual Exploitation and Sexual Abuse

Reference 83

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:26.064698Z

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.

Observation 5b78b106-595e-45d1-af42-7348e600fc5c · outbound

This paper cites Basic Books, New York.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Basic Books, New York

Reference 84

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:26.148726Z

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.

Observation 09994aaa-4531-480e-a736-b80e272edfc4 · outbound

This paper cites FATF Recommendations.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering FATF Recommendations

Reference 85

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:26.049037Z

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.

Observation 90ec5798-228f-4f35-9538-7d7ff0276778 · outbound

This paper cites an unresolved cited work.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Unresolved cited work

Reference 86

Resolution: unresolved; raw_fallback, observed 2026-05-26T13:57:26.035055Z

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.

Observation 4df6d379-3d68-466e-a49d-d974a599f791 · outbound

This paper cites Securities and Exchange Commission.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Securities and Exchange Commission

Reference 87

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:26.057884Z

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.

Observation 0083c4d4-a5ab-4250-9cc8-dfb7b4922457 · outbound

This paper cites Basel III: International regulatory framework for banks.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Basel III: International regulatory framework for banks

Reference 88

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:26.031757Z

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.

Observation b9658cba-2cd8-43c4-b422-5b1bc0df5343 · outbound

This paper cites Congress.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Congress

Reference 89

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:26.018869Z

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.

Observation 68f79a6a-27a4-4ce5-813e-d62108b954e0 · outbound

This paper cites Consumer Financial Protection Bureau Guidelines.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Consumer Financial Protection Bureau Guidelines

Reference 90

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:26.038802Z

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.

Observation 3728c64f-5317-4df6-bf58-6e7e7ee28442 · outbound

This paper cites an unresolved cited work.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Unresolved cited work

Reference 91

Resolution: unresolved; raw_fallback, observed 2026-05-26T13:57:26.041976Z

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.

Observation dc6915f5-43e6-4c0f-92b8-9798078ba8ed · outbound

This paper cites Environmental Assessment Guidelines.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Environmental Assessment Guidelines

Reference 92

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:26.006557Z

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.

Observation 4b39f238-7668-4f31-9236-88da1a4b12a9 · outbound

This paper cites Environmental Protection Agency.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Environmental Protection Agency

Reference 93

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:26.012986Z

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.

Observation 9cf84df0-6e0b-4d94-9414-30b684d71a1d · outbound

This paper cites Stockholm Convention on Persistent Organic Pollutants.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Stockholm Convention on Persistent Organic Pollutants

Reference 94

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:26.010103Z

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.

Observation 4abf752f-a017-4e1e-9819-b111e90cbfb5 · outbound

This paper cites Paris Agreement.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Paris Agreement

Reference 95

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:26.015826Z

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.

Observation 5038fa5a-9adf-496b-8ae5-92ca8c0d54ad · outbound

This paper cites Environmental Protection Agency.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Environmental Protection Agency

Reference 96

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:26.051968Z

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.

Observation ad477927-54c9-457c-bbe7-5761a8180c91 · outbound

This paper cites Guidelines for Drug Policy.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Guidelines for Drug Policy

Reference 97

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:25.982647Z

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.

Observation 1d74c604-b0fe-4c64-8bde-3f420ef9301e · outbound

This paper cites Single Convention on Narcotic Drugs.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Single Convention on Narcotic Drugs

Reference 98

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:25.985763Z

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.

Observation 1659f21b-7544-4dbf-8ec0-04da72ac1eb3 · outbound

This paper cites Controlled Substances Act.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Controlled Substances Act

Reference 99

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:25.979841Z

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.

Observation 92599a75-fd32-4b6d-b578-706a3cbd6e48 · outbound

This paper cites Treatment Guidelines.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Treatment Guidelines

Reference 100

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:57:25.999407Z

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.

Coverage vector

Reference resolution

Outbound references

Pith citing papers