Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Deliberative Alignment: Reasoning Enables Safer Language Models
As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 90 inbound Pith citation observations for arXiv:2412.16339.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-09T17:09:15.269623Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
12
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation 03ec3792-32a7-4cce-bea2-5a5d78ca545d · inbound
Adversarial Reasoning at Jailbreaking Time cites this paper.
Adversarial Reasoning at Jailbreaking Time Deliberative Alignment: Reasoning Enables Safer Language Models
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T14:49:08.728504Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b145b221-3dee-488f-b0c7-06e3d27e9764 · inbound
BARE: Leveraging Base Language Models for Few-Shot Synthetic Data Generation cites this paper.
BARE: Leveraging Base Language Models for Few-Shot Synthetic Data Generation Deliberative Alignment: Reasoning Enables Safer Language Models
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T17:09:15.269623Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a8bba437-5849-475f-ab0d-338116b1d350 · inbound
Reason4Rec: Deliberative User Preference Alignment of Large Language Models for Recommendation cites this paper.
Reason4Rec: Deliberative User Preference Alignment of Large Language Models for Recommendation Deliberative Alignment: Reasoning Enables Safer Language Models
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T13:33:57.561753Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation db024240-ef8d-4c00-b3d5-d92dc678aa24 · inbound
Safety Reasoning with Guidelines cites this paper.
Safety Reasoning with Guidelines Deliberative Alignment: Reasoning Enables Safer Language Models
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T23:50:35.737171Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 512edc13-4188-4aa5-84dc-413593bd86bc · inbound
You Are What You Eat -- AI Alignment Requires Understanding How Data Shapes Structure and Generalisation cites this paper.
You Are What You Eat -- AI Alignment Requires Understanding How Data Shapes Structure and Generalisation Deliberative Alignment: Reasoning Enables Safer Language Models
Reference 53
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T19:15:54.849494Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2022d310-a28d-4ce0-8134-f1ba8f434780 · inbound
MetaSC: Test-Time Safety Specification Optimization for Language Models cites this paper.
MetaSC: Test-Time Safety Specification Optimization for Language Models Deliberative Alignment: Reasoning Enables Safer Language Models
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T11:15:44.972604Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 23fc67e0-3355-4317-b1f5-14535894b972 · inbound
Compromising Honesty and Harmlessness in Language Models via Deception Attacks cites this paper.
Compromising Honesty and Harmlessness in Language Models via Deception Attacks Deliberative Alignment: Reasoning Enables Safer Language Models
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T05:42:43.386584Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 63c30fcf-e936-4b0b-bc26-23b50b978bfe · inbound
On the Promise for Assurance of Differentiable Neurosymbolic Reasoning Paradigms cites this paper.
On the Promise for Assurance of Differentiable Neurosymbolic Reasoning Paradigms Deliberative Alignment: Reasoning Enables Safer Language Models
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T23:14:41.674716Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-16T06:15:46.165967Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 375fd8bc-f0e6-4c2d-84d8-c63872211c1b · inbound
Standardizing Intelligence: Aligning Generative AI for Regulatory and Operational Compliance cites this paper.
Standardizing Intelligence: Aligning Generative AI for Regulatory and Operational Compliance Deliberative Alignment: Reasoning Enables Safer Language Models
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T15:05:24.161001Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2891e1a8-293d-4598-b105-b252aa409e06 · inbound
PRISM: Perspective Reasoning for Integrated Synthesis and Mediation as a Multi-Perspective Framework for AI Alignment cites this paper.
PRISM: Perspective Reasoning for Integrated Synthesis and Mediation as a Multi-Perspective Framework for AI Alignment Deliberative Alignment: Reasoning Enables Safer Language Models
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T11:00:26.038752Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:26:12.003241Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:32:29.074711Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:27:03.474448Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:13:54.133916Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:00:05.091365Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:45:30.366747Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:45:25.860418Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:40:18.665783Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:13:21.052638Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:14:26.266557Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:10:30.276451Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:11:19.235153Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:19:00.051825Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T01:02:28.553458Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:15:00.611082Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T21:50:24.108617Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:47:19.985383Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:23:17.986195Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:53:17.551777Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:48:01.386002Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T14:13:07.297537Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T12:17:38.663630Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T10:18:24.466989Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T04:47:25.538461Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T01:03:50.244026Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T01:04:33.591580Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T15:20:14.188064Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T12:52:54.701047Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T10:39:07.027988Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T10:36:15.617560Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T14:43:49.835349Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T07:07:52.834565Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T00:19:56.880861Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
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 2026-08-09T06:31:02.800959+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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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.
Observation 50f5ab3b-2cb7-4d9f-b6dd-cb0e3db16493 · inbound
AI Security Leaderboard: Methodology, Results and Minimal Standard cites this paper.
AI Security Leaderboard: Methodology, Results and Minimal Standard Deliberative Alignment: Reasoning Enables Safer Language Models
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T01:04:40.841373Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.