Deliberative Alignment: Reasoning Enables Safer Language Models | Paper Citation Record

Observation 6ef9a4ad-f9b4-4eed-abe4-dde4c5d50bf1 · inbound

MoBA: Mixture of Block Attention for Long-Context LLMs cites this paper.

MoBA: Mixture of Block Attention for Long-Context LLMs Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 51

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Observation 797b4cde-8920-4277-8e1e-9c7bd552206a · inbound

LLM-Safety Evaluations Lack Robustness cites this paper.

LLM-Safety Evaluations Lack Robustness Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-23T01:27:21.396795Z

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Observation b5cb668e-a047-436e-8f98-c11c3d112395 · inbound

Monitoring Reasoning Models for Misbehavior and the Risks of Promoting Obfuscation cites this paper.

Monitoring Reasoning Models for Misbehavior and the Risks of Promoting Obfuscation Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 59

Resolution: verified exact; arxiv_id, observed 2026-05-21T07:24:12.967449Z

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Observation 736ec2ca-2f0d-4f7a-a40b-c03748cba596 · inbound

Adaptive Plan-Execute Framework for Smart Contract Security Auditing cites this paper.

Adaptive Plan-Execute Framework for Smart Contract Security Auditing Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 9

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Observation a2b84897-36d2-4d2b-84ef-9eaac98ee83e · inbound

Exploring the Vulnerability of the Content Moderation Guardrail in Large Language Models via Intent Manipulation cites this paper.

Exploring the Vulnerability of the Content Moderation Guardrail in Large Language Models via Intent Manipulation Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 11

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Observation 428190b1-bbfa-4d5d-bc45-1d9bbdbd8c59 · inbound

Security Concerns for Large Language Models: A Survey cites this paper.

Security Concerns for Large Language Models: A Survey Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 22

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Observation 7c674e3d-7334-4773-91d8-1318731fe9a6 · inbound

Beyond Safe Answers: A Benchmark for Evaluating True Risk Awareness in Large Reasoning Models cites this paper.

Beyond Safe Answers: A Benchmark for Evaluating True Risk Awareness in Large Reasoning Models Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 42

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Observation 45941abb-072d-4929-8b1a-afb08a0d0b05 · inbound

Lifelong Safety Alignment for Language Models cites this paper.

Lifelong Safety Alignment for Language Models Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 17

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Observation a3316b4b-0177-4d54-a433-db6f8f99dade · inbound

Are Reasoning Models More Prone to Hallucination? cites this paper.

Are Reasoning Models More Prone to Hallucination? Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 10

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Observation 73fccd74-5a99-4ea2-acf7-9c161fd76513 · inbound

LlamaRL: A Distributed Asynchronous Reinforcement Learning Framework for Efficient Large-scale LLM Training cites this paper.

LlamaRL: A Distributed Asynchronous Reinforcement Learning Framework for Efficient Large-scale LLM Training Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 22

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Observation 87506f66-df2f-47ce-a3e4-7b48fdf1c126 · inbound

The State of Multilingual LLM Safety Research: From Measuring the Language Gap to Mitigating It cites this paper.

The State of Multilingual LLM Safety Research: From Measuring the Language Gap to Mitigating It Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 47

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Observation 0764566c-4bae-4790-a32f-5248f95636f0 · inbound

Whispers of Many Shores: Cultural Alignment through Collaborative Cultural Expertise cites this paper.

Whispers of Many Shores: Cultural Alignment through Collaborative Cultural Expertise Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 8

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Observation 9d95336f-2acc-4672-83ab-f461671f1728 · inbound

Lossless Token Sequence Compression via Meta-Tokens cites this paper.

Lossless Token Sequence Compression via Meta-Tokens Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 6

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Observation 0573b213-1033-4801-bd25-b42495bbc261 · inbound

Teaching an Old LLM Secure Coding: Localized Preference Optimization on Distilled Preferences cites this paper.

Teaching an Old LLM Secure Coding: Localized Preference Optimization on Distilled Preferences Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 2020

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Observation 567b6b7a-433b-4046-8802-41b02ea292ce · inbound

A Red Teaming Roadmap Towards System-Level Safety cites this paper.

A Red Teaming Roadmap Towards System-Level Safety Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 27

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Observation d690aabc-7d87-4f24-929f-34c3c953e1ee · inbound

SafeCoT: Improving VLM Safety with Minimal Reasoning cites this paper.

SafeCoT: Improving VLM Safety with Minimal Reasoning Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 11

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Observation a952a564-86e3-4215-84b1-0e5002fc8b9b · inbound

InfoFlood: Jailbreaking Large Language Models with Information Overload cites this paper.

InfoFlood: Jailbreaking Large Language Models with Information Overload Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 12

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Observation f2513c89-8d5f-42a1-a973-4811b3530d72 · inbound

FORTRESS: Frontier Risk Evaluation for National Security and Public Safety cites this paper.

FORTRESS: Frontier Risk Evaluation for National Security and Public Safety Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 18

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Observation d78fe336-7b68-4781-a6de-0a99ff02065d · inbound

A Representation Engineering Perspective on the Effectiveness of Multi-Turn Jailbreaks cites this paper.

A Representation Engineering Perspective on the Effectiveness of Multi-Turn Jailbreaks Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 7

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Observation e922bb64-c738-4675-aed0-39776862d27a · inbound

SAND: Boosting LLM Agents with Self-Taught Action Deliberation cites this paper.

SAND: Boosting LLM Agents with Self-Taught Action Deliberation Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 8

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Observation 209be614-bf2f-4e4a-8152-18d0bb36ce4b · inbound

Think Clearly: Improving Reasoning via Redundant Token Pruning cites this paper.

Think Clearly: Improving Reasoning via Redundant Token Pruning Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 4

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Observation efeff014-0da3-4387-89e2-6fc3a28658e7 · inbound

Subliminal Learning: Language models transmit behavioral traits via hidden signals in data cites this paper.

Subliminal Learning: Language models transmit behavioral traits via hidden signals in data Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 17

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Observation 449e52f3-1076-4415-b5b0-64a3b80315c0 · inbound

AlphaAlign: Incentivizing Safety Alignment with Extremely Simplified Reinforcement Learning cites this paper.

AlphaAlign: Incentivizing Safety Alignment with Extremely Simplified Reinforcement Learning Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 25

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Observation 415de428-35f3-4565-9940-7ce12511a372 · inbound

Alignment and Safety in Large Language Models: Safety Mechanisms, Training Paradigms, and Emerging Challenges cites this paper.

Alignment and Safety in Large Language Models: Safety Mechanisms, Training Paradigms, and Emerging Challenges Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 283

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Observation 7b23d923-fb9a-45b2-9e6d-cf79ef6937c9 · inbound

Libra: Large Chinese-based Safeguard for AI Content cites this paper.

Libra: Large Chinese-based Safeguard for AI Content Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 10

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Observation a5a3d952-e6d6-49f3-a72c-8cf9204b488b · inbound

R1-ACT: Efficient Reasoning Model Safety Alignment by Activating Safety Knowledge cites this paper.

R1-ACT: Efficient Reasoning Model Safety Alignment by Activating Safety Knowledge Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 5

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Observation 078762c1-6d06-4376-85a0-197877d02b1d · inbound

Beyond Surface-Level Detection: Towards Cognitive-Driven Defense Against Jailbreak Attacks via Meta-Operations Reasoning cites this paper.

Beyond Surface-Level Detection: Towards Cognitive-Driven Defense Against Jailbreak Attacks via Meta-Operations Reasoning Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 155

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Observation ef1a2ba5-1e30-4db3-88ed-19856cf9274d · inbound

Towards terahertz nanomechanics cites this paper.

Towards terahertz nanomechanics Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 11

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Observation 7ef559a2-84e8-49b2-81d8-62ea5359e245 · inbound

ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants cites this paper.

ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 11

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Observation a1c86dd5-b54c-4c70-b9d3-856187e3ec0a · inbound

Whose Truth? Pluralistic Geo-Alignment for (Agentic) AI cites this paper.

Whose Truth? Pluralistic Geo-Alignment for (Agentic) AI Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T23:23:31.962576Z

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Observation 11e7454a-7858-43d9-98a1-03d479d9b806 · inbound

gpt-oss-120b & gpt-oss-20b Model Card cites this paper.

gpt-oss-120b & gpt-oss-20b Model Card Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 29

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T12:22:54.679028Z

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Observation 80137bcd-470a-400a-b79a-4e705dcc8b32 · inbound

IntentionReasoner: Facilitating Adaptive LLM Safeguards through Intent Reasoning and Selective Query Refinement cites this paper.

IntentionReasoner: Facilitating Adaptive LLM Safeguards through Intent Reasoning and Selective Query Refinement Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 3

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Observation 73b85185-a26e-4f6f-abc8-c828b1299b94 · inbound

Statutory Construction and Interpretation for Artificial Intelligence cites this paper.

Statutory Construction and Interpretation for Artificial Intelligence Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 25

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Observation 717369dd-b535-4414-a90e-5ed197e818ed · inbound

A Comprehensive Survey on Trustworthiness in Reasoning with Large Language Models cites this paper.

A Comprehensive Survey on Trustworthiness in Reasoning with Large Language Models Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 152

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Observation f910b908-634e-4eb7-8108-e78f6441d5d2 · inbound

Between a Rock and a Hard Place: The Tension Between Ethical Reasoning and Safety Alignment in LLMs cites this paper.

Between a Rock and a Hard Place: The Tension Between Ethical Reasoning and Safety Alignment in LLMs Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-18T19:36:47.435169Z

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Observation 812cb2d2-f762-48b8-92ff-288ab0b62199 · inbound

Between a Rock and a Hard Place: The Tension Between Ethical Reasoning and Safety Alignment in LLMs cites this paper.

Between a Rock and a Hard Place: The Tension Between Ethical Reasoning and Safety Alignment in LLMs Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 4

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Observation 7661fd46-165e-4792-9ccc-10ba8412cae6 · inbound

SafeSearch: Automated Red-Teaming of LLM-Based Search Agents cites this paper.

SafeSearch: Automated Red-Teaming of LLM-Based Search Agents Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 13

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Observation ce52139d-2018-4134-8251-1252b0e2ce92 · inbound

Reasoning Up the Instruction Ladder for Controllable Language Models cites this paper.

Reasoning Up the Instruction Ladder for Controllable Language Models Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 7

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Observation 76760757-a24b-4d92-be01-fe907de2fc53 · inbound

Safety Alignment as Continual Learning: Mitigating the Alignment Tax via Orthogonal Gradient Projection cites this paper.

Safety Alignment as Continual Learning: Mitigating the Alignment Tax via Orthogonal Gradient Projection Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-16T06:40:42.343205Z

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Observation b26cf182-2e61-46b3-a1f3-1629fa03bffc · inbound

Contrastive Reasoning Alignment: Reinforcement Learning from Hidden Representations cites this paper.

Contrastive Reasoning Alignment: Reinforcement Learning from Hidden Representations Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 10

Resolution: metadata mismatch; arxiv_id, observed 2026-05-21T11:24:08.445919Z

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Observation ed444e7a-71c3-4c47-a1fc-47ab4227d11f · inbound

Human Values Matter: Investigating How Misalignment Shapes Collective Behaviors in LLM Agent Communities cites this paper.

Human Values Matter: Investigating How Misalignment Shapes Collective Behaviors in LLM Agent Communities Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T22:25:51.877085Z

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Observation 414ce9e4-f3f5-49b9-a2fe-8e74c4f7c7a2 · inbound

Think Before You Code: Dual Reasoning for the NLSafety-Utility Trade-Off in LLM Code Generation cites this paper.

Think Before You Code: Dual Reasoning for the NLSafety-Utility Trade-Off in LLM Code Generation Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-11T09:56:03.213083Z

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Observation 26d3d840-1830-414c-9e64-2f30f50431db · inbound

Think Before You Code: Dual Reasoning for the NLSafety-Utility Trade-Off in LLM Code Generation cites this paper.

Think Before You Code: Dual Reasoning for the NLSafety-Utility Trade-Off in LLM Code Generation Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 13

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Observation f5fbc12d-ebfa-4525-a4d1-a21615b3988b · inbound

IYKYK (But AI Doesn't): Automated Content Moderation Does Not Capture Communities' Heterogeneous Attitudes Towards Reclaimed Language cites this paper.

IYKYK (But AI Doesn't): Automated Content Moderation Does Not Capture Communities' Heterogeneous Attitudes Towards Reclaimed Language Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-05-10T08:22:37.099023Z

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Observation 17fe05f8-fa6c-4f9a-957e-3e1ef5b721d5 · inbound

Terminal Wrench: A Dataset of 331 Reward-Hackable Environments and 3,632 Exploit Trajectories cites this paper.

Terminal Wrench: A Dataset of 331 Reward-Hackable Environments and 3,632 Exploit Trajectories Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-10T05:51:10.098655Z

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

Observation 27bc220b-5f2e-4b0e-8fcc-df1df3f8a7af · inbound

Reasoning Structure Matters for Safety Alignment of Reasoning Models cites this paper.

Reasoning Structure Matters for Safety Alignment of Reasoning Models Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 25

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T12:56:04.339490Z

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Observation c8701d36-fcba-4409-85cc-d5bb4047210b · inbound

Contextual Multi-Objective Optimization: Rethinking Objectives in Frontier AI Systems cites this paper.

Contextual Multi-Objective Optimization: Rethinking Objectives in Frontier AI Systems Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 19

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T23:41:18.981416Z

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Observation e64a7095-35c2-462c-b0ae-e9560148d988 · inbound

One Turn Too Late: Response-Aware Defense Against Hidden Malicious Intent in Multi-Turn Dialogue cites this paper.

One Turn Too Late: Response-Aware Defense Against Hidden Malicious Intent in Multi-Turn Dialogue Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 8

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T19:41:09.007290Z

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Observation e132bfc6-f458-4968-bb02-2054c8aeab10 · inbound

One Turn Too Late: Response-Aware Defense Against Hidden Malicious Intent in Multi-Turn Dialogue cites this paper.

One Turn Too Late: Response-Aware Defense Against Hidden Malicious Intent in Multi-Turn Dialogue Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 8

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T07:57:31.670860Z

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 35d8e2ed-d827-4192-9da9-8eaedc0b0e00 · inbound

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering cites this paper.

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

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Observation 479779e5-6147-404b-84aa-3e672a7f678a · inbound

Internalizing Safety Understanding in Large Reasoning Models via Verification cites this paper.

Internalizing Safety Understanding in Large Reasoning Models via Verification Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-12T01:51:14.318720Z

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Observation 272fc79d-4ef2-4ae5-ba07-222ec5920666 · inbound

Understanding Goal Generalisation in Sequential Reinforcement Learning cites this paper.

Understanding Goal Generalisation in Sequential Reinforcement Learning Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-25T04:50:20.921471Z

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Observation 7f4d29f4-5a4d-4ba7-a7c7-0bbc2ddd70f1 · inbound

How Well Do Models Follow Their Constitutions? cites this paper.

How Well Do Models Follow Their Constitutions? Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-06-30T15:34:47.874528Z

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Observation cdfbb531-120e-466a-b884-6941277f5414 · inbound

Reflect-Guard: Enhancing LLM Safeguards against Adversarial Prompts via Logical Self-Reflection cites this paper.

Reflect-Guard: Enhancing LLM Safeguards against Adversarial Prompts via Logical Self-Reflection Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-07-01T16:35:50.610720Z

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 ba830e08-2ec1-429e-ba58-0d5e4ad252e6 · inbound

Mitigating Adaptive Attacks against Reasoning Models with Activation Consistency Training cites this paper.

Mitigating Adaptive Attacks against Reasoning Models with Activation Consistency Training Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-06-29T14:23:30.706723Z

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 261b5b94-bf0f-4a3a-b4cb-96c188b31576 · inbound

Characterize Then Distill: Mechanistic Reasoning in Large Output Spaces cites this paper.

Characterize Then Distill: Mechanistic Reasoning in Large Output Spaces Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 100

Resolution: verified exact; arxiv_id, observed 2026-06-27T22:31:21.526096Z

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 9967d366-91e4-4062-8624-8761f1e45cc6 · inbound

Activation Steering Induces Emergent Misalignment: A More Comprehensive Evaluation cites this paper.

Activation Steering Induces Emergent Misalignment: A More Comprehensive Evaluation Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-07-02T22:57:26.124147Z

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 0a3bd05e-3e5b-42b0-866e-0586952688a2 · inbound

Proxy Reward Internalization and Mechanistic Exploitation: A Learned Precursor to Reward Hacking and Its Generalization cites this paper.

Proxy Reward Internalization and Mechanistic Exploitation: A Learned Precursor to Reward Hacking and Its Generalization Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 244

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T01:37:30.453603Z

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 bd46bb0c-007c-4699-a9ec-b322b81061fc · inbound

Greedy Coordinate Diffusion: Effective and Semantically Coherent Adversarial Attacks via Diffusion Guidance cites this paper.

Greedy Coordinate Diffusion: Effective and Semantically Coherent Adversarial Attacks via Diffusion Guidance Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 17

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T17:08:43.430699Z

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 adb4d015-68ac-43f9-bbdb-4708714ccbe5 · inbound

Analyzing Defensive Misdirection Against Model-Guided Automated Attacks on Agentic AI Systems cites this paper.

Analyzing Defensive Misdirection Against Model-Guided Automated Attacks on Agentic AI Systems Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 11

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T04:19:34.767260Z

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 043c0c62-8bf8-42ae-b1ee-ea97acc3187d · inbound

Analyzing Defensive Misdirection Against Model-Guided Automated Attacks on Agentic AI Systems cites this paper.

Analyzing Defensive Misdirection Against Model-Guided Automated Attacks on Agentic AI Systems Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-06-30T10:34:36.560267Z

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 125b2c5f-13ce-4795-8bb9-9e81e6ad67a1 · inbound

Do Thinking Tokens Help with Safety? cites this paper.

Do Thinking Tokens Help with Safety? Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 7

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T17:30:00.639214Z

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 8e26d784-e1d1-4784-a47d-feedb03f575d · inbound

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models cites this paper.

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 17

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T19:40:06.722457Z

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 872dc00c-6b2b-4f47-8a70-0014c8a804a7 · inbound

Agent Safety Is Action Alignment cites this paper.

Agent Safety Is Action Alignment Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-06-30T09:54:35.001200Z

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 1d0be5d4-c9cd-4fef-8161-6bc4d6f3d461 · inbound

HARC: Coupling Harmfulness and Refusal Directions for Robust Safety Alignment cites this paper.

HARC: Coupling Harmfulness and Refusal Directions for Robust Safety Alignment Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 15

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T13:06:58.846398Z

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 9b2a054d-3b7f-4ee8-bccf-a3d47cd92f47 · inbound

HARC: Coupling Harmfulness and Refusal Directions for Robust Safety Alignment cites this paper.

HARC: Coupling Harmfulness and Refusal Directions for Robust Safety Alignment Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-12T09:27:01.450708Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c34d92c6-d355-4da5-a9f0-5f14463cc273 · inbound

Cognitive Firewall: A Proactive, Zero-Trust, Multi-Gate Framework for LLM Safety cites this paper.

Cognitive Firewall: A Proactive, Zero-Trust, Multi-Gate Framework for LLM Safety Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 15

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T20:38:54.934420Z

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 b9561dc8-97ce-42f3-af4f-499781103678 · inbound

Oyster-II: Reinforcement Learning for Constructive Safety Alignment in Large Language Models cites this paper.

Oyster-II: Reinforcement Learning for Constructive Safety Alignment in Large Language Models Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-12T06:11:38.403281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5be75692-127e-4334-b317-c72f709d75c2 · inbound

Position: Preventing AI-Generated CSAM Necessitates New Approaches to AI Safety cites this paper.

Position: Preventing AI-Generated CSAM Necessitates New Approaches to AI Safety Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 99

Resolution: unresolved; no resolver link, observed 2026-07-12T14:28:50.627444Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c8e5ee8-1db0-4ee8-b32e-b1651172bed9 · inbound

Cost of Reasoning in non-English Languages: A Case Study on Japanese cites this paper.

Cost of Reasoning in non-English Languages: A Case Study on Japanese Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-14T14:12:44.286699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6aed98b-cb00-497b-991a-2288d69fe821 · inbound

Underwriting the Agent Economy: The Blueprint for an AI Insurance Stack cites this paper.

Underwriting the Agent Economy: The Blueprint for an AI Insurance Stack Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 230

Resolution: unresolved; no resolver link, observed 2026-07-15T08:35:47.870083Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a01fcd39-8be5-4f88-84ba-1f363099a19e · inbound

Underwriting the Agent Economy: The Blueprint for an AI Insurance Stack cites this paper.

Underwriting the Agent Economy: The Blueprint for an AI Insurance Stack Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 231

Resolution: unresolved; no resolver link, observed 2026-08-02T06:46:40.391719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d406d612-cdeb-4712-a465-bb94445022c3 · inbound

Verbalizable Representations Form a Global Workspace in Language Models cites this paper.

Verbalizable Representations Form a Global Workspace in Language Models Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-01T23:15:23.274320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4492457e-d1d8-4fe6-ac1c-0f87fa2c6a30 · inbound

A Geometric Perspective on Stabilizing Value Conflict Resolution cites this paper.

A Geometric Perspective on Stabilizing Value Conflict Resolution Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T16:35:30.952522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79cea9df-6c32-4571-bcc4-7adcd1b3fb91 · inbound

QuantiBias: Benchmarking Quantization-Induced Bias in LLMs cites this paper.

QuantiBias: Benchmarking Quantization-Induced Bias in LLMs Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-01T08:38:55.560417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4c5bf99-e663-4e71-8425-5902ed995ed8 · inbound

Shared SFT Lessons Across Alignment, Model Organisms, and Toy Models cites this paper.

Shared SFT Lessons Across Alignment, Model Organisms, and Toy Models Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-01T00:38:41.667721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78a191ed-6886-4149-8e7f-11aeed5beb12 · inbound

Constitutional Midtraining: Content Presence Drives Alignment Gains cites this paper.

Constitutional Midtraining: Content Presence Drives Alignment Gains Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-01T11:35:00.225163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db5790cb-4fa6-40dc-a93d-2b4355464f2f · inbound

Chain-of-Models: Cross-Model Auditing for Bias-Robust LLM Judges cites this paper.

Chain-of-Models: Cross-Model Auditing for Bias-Robust LLM Judges Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-03T00:55:26.100966Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77fe7ada-8310-426f-8ddf-ff0fc104378d · inbound

Outcome-Guided Distillation: A Teacher-Student Framework to Advance VLM Reasoning in Autonomous Driving cites this paper.

Outcome-Guided Distillation: A Teacher-Student Framework to Advance VLM Reasoning in Autonomous Driving Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T14:38:56.180832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers