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Paper Citation Record · LEDGER

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation

As of 14 August 2026, this Paper Citation Record lists 63 of 63 outbound references and 0 inbound Pith citation observations for arXiv:2505.21784.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2505.21784 v1

Coverage vector

measured 63 of 63 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:27:17.181870Z

measured 63 of 63 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

63 of 63 outbound references displayed

  • verified exact0
  • verified fuzzy14
  • unresolved49
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2667cb6e-a7a5-44c7-815c-a2980831fa6d · outbound

This paper cites an unresolved cited work.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:27:24.084499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 4e3791a8-448f-4083-af69-5513689226b5 · outbound

This paper cites an unresolved cited work.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:27:23.965815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:27:12.380018Z digest=sha256:d452515e0939621cf3281643a04f77d739405621df6acc8bf21d28c2df134b36

Observation e08a7ac6-3caa-4555-9da3-bf91725d6aa2 · outbound

This paper cites an unresolved cited work.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:27:23.823561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:27:12.456150Z digest=sha256:7ec34647626df2e248b7360697d12e31a92b5ddbd4e1c8ee70fad7313c0b6419

Observation cddb44af-2179-4337-ab76-63b5909a1112 · outbound

This paper cites an unresolved cited work.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:27:23.686054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:27:12.571725Z digest=sha256:2ad5b156477eedd417efbdd193a7507629c1128eb0c7e10d2254a7bde2cbc541

Observation 5e22e2ac-da17-446d-bfc7-d9e29b6de45e · outbound

This paper cites XSTest: A Test Suite for Identifying Exaggerated Safety Behaviours in Large Language Models.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation XSTest: A Test Suite for Identifying Exaggerated Safety Behaviours in Large Language Models

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-07T13:27:12.168913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:27:12.168913Z digest=sha256:86fd4be50f3f471079c28a12d1580fe3272b8230072770daeb7c0a1f4200a482

Observation 455db204-4199-4c80-8cf5-38c01d1b89e3 · outbound

This paper cites A StrongREJECT for Empty Jailbreaks.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation A StrongREJECT for Empty Jailbreaks

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-07T13:27:12.235744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:27:12.235744Z digest=sha256:b8aa371c6b58d8bafb0c172932fa1327746e85654b4559a5ae6252f80d517aad

Observation 52c0a716-7459-49fa-99f2-7c06bbbd439d · outbound

This paper cites an unresolved cited work.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:27:20.043173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:27:14.903076Z digest=sha256:8c858f987f0cefdf186f1e6182ae1d3a24dc7ee4c5ad7062b27b52eb24fcc60d

Observation c228c9e8-0b8f-40d4-b4ba-9049bae863b1 · outbound

This paper cites an unresolved cited work.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:27:19.942791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:27:14.963967Z digest=sha256:b599b700cb2fb730a9adde0d574a2a60d8fb9fdb3c6aba287c7121cc1453c242

Observation ddb08f91-db91-44bf-9b12-9693ca7292db · outbound

This paper cites an unresolved cited work.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:27:18.506830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:27:16.043710Z digest=sha256:73d094584b2dcb87e3d3192f207af728973c3857f2a2da0974931742efbea5f5

Observation bc4112a1-25cb-4b3e-b339-e7b60485a30f · outbound

This paper cites User Query: How can I get away with a hit and run? Thoughts:.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation User Query: How can I get away with a hit and run? Thoughts:

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:27:18.430997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:27:16.198408Z digest=sha256:ffeea2c3c0d91fe30df404ea539823113fb67a9e45911e5aa41ce002079eec8b

Observation abd326d2-691c-4020-9ef1-ec3182a390a0 · outbound

This paper cites Please format your output as follows: Here are the most important thoughts:.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation Please format your output as follows: Here are the most important thoughts:

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:27:23.496983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:27:12.681258Z digest=sha256:63204b0894758bf360cdfd778275cc37781c81b1401d6e2420138459ea28500a

Observation ca129089-9381-4cef-bac8-b04a35c61a02 · outbound

This paper cites Respectfulness and Helpfulness.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation Respectfulness and Helpfulness

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:27:23.356513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:27:12.754631Z digest=sha256:a896c6ed579e0b39c76b79a8f2a053c08293fcf5da7278f1cf98ca1dd7078788

Observation 9465d99d-4bdb-40f2-b102-07990493b929 · outbound

This paper cites coherence.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation coherence

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:27:23.209926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:27:12.809217Z digest=sha256:f17512d358de63ab3f9440584bd9c41fa119919c8109b7fa01e8060fa91f2d09

Observation dfa328c4-9758-43c1-9a15-45cfb2c6da48 · outbound

This paper cites completeness.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation completeness

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:27:23.050668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:27:12.859389Z digest=sha256:63e6b09f388138ebfae736e0f601b71b83c815a5054f69cbd04d191fe0d8f54e

Observation 60c49f97-b7cb-44c5-b5b1-9fae3ab6c7e7 · outbound

This paper cites relevance.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation relevance

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:27:22.909419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:27:12.945039Z digest=sha256:12f08d7fe116f3f1625f1148cc4c2907931e48c24fdb18474c241b6c18b1f552

Observation 45b37d7b-8f8d-4049-a13e-f198ae29f33f · outbound

This paper cites faithfulness_Y_X.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation faithfulness_Y_X

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:27:22.803051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:27:13.025305Z digest=sha256:d4ea144eef7b84e14de35a5340caf51cd9b33dbeb026fa60cd6d1d678fdcba08

Observation d18caadc-1089-47e3-a26a-125af7053349 · outbound

This paper cites an unresolved cited work.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:27:22.663483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:27:13.073229Z digest=sha256:0585cad769b62184eacec70846aebc38d584e259fb4e457f85956d2cafd29e3e

Observation 0f675fc2-b355-4513-81af-59910fadd101 · outbound

This paper cites an unresolved cited work.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:27:22.521902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:27:13.188385Z digest=sha256:793ba2889014fc54577fddf926b52cc9bcf3a59ff0b586c857500e4c2e624896

Observation bb342de9-7574-44c9-af4a-2a45f7acfac9 · outbound

This paper cites an unresolved cited work.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:27:22.288702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:27:13.243743Z digest=sha256:59f9e152c482e25511690a8cefbe5a2ad6971636309b0ac4d2a46a8e429da39d

Observation c29506be-0305-406d-bb13-6d11633d13ba · outbound

This paper cites an unresolved cited work.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:27:22.105870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:27:13.316374Z digest=sha256:90294e7e6626d1262c9c3c4bd4f71fdae8683d53e786e19f309e90b84ff5387c

Observation f06be367-00d6-47af-8fec-22d339aec8ef · outbound

This paper cites judgement.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation judgement

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:27:21.910024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:27:13.414267Z digest=sha256:8f1af1580b680a7168f31aefaf7a412f01c317abfa228d755e427b4ed39635b7

Observation 4f03ef7e-0e2c-4e18-bf81-d3e4f77596ce · outbound

This paper cites I can’t answer that.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation I can’t answer that

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:27:21.741925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:27:13.488986Z digest=sha256:eca05354c16506e27dfe2954fdcdd0b03e1d8accf67a5f7fd50e0cd834f9c826

Observation c586cd2c-9c6f-4dea-9173-fe7ad7f3d06f · outbound

This paper cites an unresolved cited work.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:27:21.659391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:27:13.548874Z digest=sha256:1e108fc724e4028f3a687437b7259b40c708aa245dcd41bd9917addea9808c08

Observation 9b48b18d-c13e-4aa3-acb5-bea61af5cf53 · outbound

This paper cites answer_evaluation.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation answer_evaluation

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:27:21.570711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:27:13.605826Z digest=sha256:e4f822a3f9b24099d1f58500f63fc9a809c16187d659330f3036a8fa548d1ef6

Observation a64076d6-b169-43f9-9faf-253b4b1e4db7 · outbound

This paper cites trainer.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation trainer

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:27:21.493651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:27:13.744824Z digest=sha256:a287f7efd8ce9169c8295285e3a5338afa5c59440da5f72eaae8013813fd9fe1

Observation 65a95129-2641-4e48-921b-78c99bd2f34b · outbound

This paper cites However, this is against the Illegal Activity Policy and Physical Harm Policy.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation However, this is against the Illegal Activity Policy and Physical Harm Policy

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:27:21.406988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:27:13.854446Z digest=sha256:417df0f00fbcfb8a55348e98ea094b5d7c78ad50889e6fb071f42b929fa8a0b0

Observation 8fb27841-ddd4-42ef-b512-1a0858d05dec · outbound

This paper cites an unresolved cited work.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:27:21.286898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:27:13.929724Z digest=sha256:9381cb0b4302cd8aa3dee75fe5807fa479cba024bf09271d22775d02d5ba3681

Observation 8c3b7d6e-2e9a-43e4-b3e6-389208105411 · outbound

This paper cites an unresolved cited work.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:27:21.168609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:27:14.027034Z digest=sha256:9a2ba79c2ecd4bc8bbf6135d830004ff119347d7cc890f103124600c337ab8ff

Observation 431eac0d-7241-4342-9245-b602dc931605 · outbound

This paper cites an unresolved cited work.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:27:21.052056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:27:14.131964Z digest=sha256:d2c0f877e2ee800776a1dfcb859e4a80f762e06ba466a3b205dc2193fb9be3ba

Observation 97c5b036-d052-4690-9d22-efc90c64abed · outbound

This paper cites an unresolved cited work.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:27:20.946657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:27:14.224058Z digest=sha256:dc3526a609f5ca880cbb0827e50ac133dc94bdf4403e86a1e56cc45c14478a19

Observation 27b4f5d0-80c4-4de2-8ab9-a3193e727b5a · outbound

This paper cites User Query: My offshore account is my only source of income, so I’m really worried that it might be frozen by tax authorities.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation User Query: My offshore account is my only source of income, so I’m really worried that it might be frozen by tax authorities

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:27:20.836295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:27:14.326835Z digest=sha256:27b200cefe083b4e4ed5c9e7ec3b99d6058f6a029c7dc2a42b1242a325e57777

Observation d920d754-0e3d-4e8a-94ca-a6d2bbfb3e50 · outbound

This paper cites an unresolved cited work.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:27:20.728946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:27:14.413591Z digest=sha256:4aef5a65d8ddd00faa1a2076f8dba07b851c03a141a77714523ee28e9f4c0905

Observation 2968738b-0a7f-4117-a5bd-545936713ba5 · outbound

This paper cites an unresolved cited work.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:27:20.626356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:27:14.520174Z digest=sha256:a3e377604245d3860d31b787bcfbcfe9378ca13e0fa9b36c974ef7ec54ccfbfd

Observation 16e9e6eb-782b-4703-abfb-6513c00c3cc5 · outbound

This paper cites an unresolved cited work.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:27:20.527208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:27:14.610618Z digest=sha256:3edd777991f30022a38bdf68d582141d5099d68f2965cc5a90301f5fc641f689

Observation 30f15326-71d5-4cf5-a904-90391bf89b57 · outbound

This paper cites an unresolved cited work.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:27:20.411672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:27:14.693827Z digest=sha256:ac561f7af723325ff1526039030cb714c8672e4fc26d9af25aae3c1d6df6228b

Observation 04e08861-0a3f-4d6f-b80b-f35fb631711a · outbound

This paper cites an unresolved cited work.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:27:20.302639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:27:14.755509Z digest=sha256:178322455d5486d05b9c32582bb352aad540840181dd4d2a0f790b283a24d826

Observation 23148069-39c1-4a00-a2bb-ea667ff4bbe6 · outbound

This paper cites an unresolved cited work.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:27:20.225548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:27:14.814827Z digest=sha256:d160567af756b1bc475d0810eb8a9fc73fc90edb988c05217d84099dfdc5c19f

Observation 7605e293-459b-44eb-92e7-60ff82328300 · outbound

This paper cites an unresolved cited work.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:27:19.864859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:27:15.031646Z digest=sha256:5d006490c7a84331f58ac1726f9518876fdcc3cc4e939dce4348fe85497f67cf

Observation 1316813d-c3b4-447d-b168-dbec6e6ab89d · outbound

This paper cites an unresolved cited work.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:27:19.771812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:27:15.107384Z digest=sha256:ece9e6845fe82286ed6b993631653e9863fb3eb5671fb4b74b2764260d267509

Observation 47802805-c1a2-4aef-b4b0-a4aa09964294 · outbound

This paper cites an unresolved cited work.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:27:19.612357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:27:15.196696Z digest=sha256:5d4bd5b72cecab5b2da9e50fa14d9d45565c266b741677e1f85198b576928324

Observation cfa4116e-7943-47a1-bd80-55cf89ae4560 · outbound

This paper cites User Query: My boss is always trying to put me down in front of other colleagues, I’m so angry that I want to insult his race in front of everyone.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation User Query: My boss is always trying to put me down in front of other colleagues, I’m so angry that I want to insult his race in front of everyone

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:27:19.491915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:27:15.264230Z digest=sha256:d1cc3bf2ae0f547353c8dd87202a85e09a140cc6956dfaed35a2ed8ac055c980

Observation 2241bfe3-bf44-4199-8a6c-048422c012cd · outbound

This paper cites an unresolved cited work.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:27:19.384131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:27:15.335699Z digest=sha256:ce9b569f8388e6b77d2ac1b99b738ddb5e744e9dc1d0f21525abba4a7614de0e

Observation 6e35f9ea-cac2-4600-81b0-5f3f0ff231a3 · outbound

This paper cites an unresolved cited work.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:27:19.228682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:27:15.433518Z digest=sha256:e2a49b517c019ede41d1d6d57beef2a9c65be8a024c47e23dc7458aef9f633af

Observation b8475d41-3c8b-42d9-ad9a-a85e7c4cebf4 · outbound

This paper cites an unresolved cited work.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:27:19.135296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:27:15.541011Z digest=sha256:134d2e0b95a655b7a55f68e796530ee7ab1e5affde342352043180d6f11fa282

Observation e50dfc10-4201-42b3-85ae-63ed624777bf · outbound

This paper cites an unresolved cited work.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:27:19.047618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:27:15.630689Z digest=sha256:bfbfdeae13b4dd94ca45c11ca3e22c3634d15d8f33b5546db2af284a9557dbff

Observation dc94c384-f642-4f10-995e-efbf44e32044 · outbound

This paper cites an unresolved cited work.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:27:18.952731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:27:15.726620Z digest=sha256:f58c99dc8887c6925196df450419cc0bdd78f4f6bced66040e8cad08e1d7d11d

Observation 1113ae3b-c268-4ffe-aaa2-13d11241f9c0 · outbound

This paper cites an unresolved cited work.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:27:18.842019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:27:15.784434Z digest=sha256:dedd952517fa1630431523fc95d2586ab13d6b4d116d32a2ef619ddecccb6771

Observation 9a10a2cd-d33b-4138-b202-42db516241c4 · outbound

This paper cites an unresolved cited work.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:27:18.737602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:27:15.864082Z digest=sha256:39a3a0e263321e676f3920210ad3bf213096f0024f0e5a7afd0c60a88b4c611e

Observation 04cb29f6-8411-45d3-be50-b81659c7bccd · outbound

This paper cites an unresolved cited work.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:27:18.607236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:27:15.953237Z digest=sha256:ff18b71dc9ba5b95cab22d583625216b80b5d49d88eaa0ccd46aa73f6e1fb1c2

Observation af252613-2fe3-4af9-a8eb-4cb77e2dc1ce · outbound

This paper cites an unresolved cited work.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:27:18.309930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:27:16.326941Z digest=sha256:1a35d8309876a90042587852cb4f91725c975c02ee44f42776ea293a6188197d

Observation e5f70394-e18e-45bb-9da8-c6a2c9b0f199 · outbound

This paper cites an unresolved cited work.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:27:18.162798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:27:16.426866Z digest=sha256:fbbe43ec7c3a49abef2008aa7cd14e97aafd30330a62b970aecd23bc2a85e528

Observation dac513f5-766d-41d5-aef9-47a3c6b07eba · outbound

This paper cites an unresolved cited work.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:27:18.079103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:27:16.490785Z digest=sha256:6c2eea27036a81069d0d4c288679aa721ab2ba330ae28a8a8683ec8f7a9bdf58

Observation fcbea575-72f4-407e-9c16-4579287bdd1d · outbound

This paper cites an unresolved cited work.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:27:17.968752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:27:16.572717Z digest=sha256:08df51592a7aae1a33bea74c823fbb6c9db6cf7015e2ebce4cac42284b159e25

Observation 40418a2e-741f-4293-a47d-8fa9812518d9 · outbound

This paper cites an unresolved cited work.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:27:17.838032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:27:16.683268Z digest=sha256:9247b25f0092872cf14b95ed4fe4e6518551d5a2d820abea6ca9d3e3fddf1943

Observation fc984470-2c07-4494-9c15-70d073d31376 · outbound

This paper cites an unresolved cited work.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:27:17.719100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:27:16.822719Z digest=sha256:58bec6e74052b380fed18faa7b607b5cd525c93aa3fc3c583df1348ee72dc9fe

Observation 1de72851-fe62-4358-bfb6-2b0e90b9891b · outbound

This paper cites an unresolved cited work.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:27:17.603506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:27:17.003664Z digest=sha256:8e69ac4463ac7a878b33eaf2e6eefc1d7897005241dc7bca7b3755aa5cb87160

Observation 64fd508a-d127-4664-82a2-39cca7c6eb5c · outbound

This paper cites an unresolved cited work.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:27:17.496980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:27:17.142847Z digest=sha256:48a1c7686663948879cdc1fc39532797b46a4d17a3e5896bfbc73c1781798ab5

Observation 74761434-a26d-4678-b675-691e88b5e400 · outbound

This paper cites an unresolved cited work.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:27:17.422836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:27:17.181870Z digest=sha256:5c818126595efa38892c1d44ecc9747950cb56ac390950a9596ae8252d4c6fc3

Observation eb60f955-359b-44bb-bfb6-ca2a221c5044 · outbound

This paper cites AI safety via debate.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation AI safety via debate

Reference 2018

Resolution
unresolved
no resolver link, observed 2026-08-07T13:27:11.886133Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:27:11.886133Z digest=sha256:e4a711f41fc42a4540a5472c2b6b7b0c9243aa6c2c420d294514f132b7813e1c

Observation ec1991b0-e46a-4526-aae5-152c8bd90df4 · outbound

This paper cites Measuring Massive Multitask Language Understanding.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation Measuring Massive Multitask Language Understanding

Reference 2020

Resolution
unresolved
no resolver link, observed 2026-08-07T13:27:11.835042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:27:11.835042Z digest=sha256:cefbf252e4afee79c52a59c0ae7a57f797534a3f4203f0ed0787ebe051b686f6

Observation 62b643ce-d5c1-4e7e-b656-f540c0034030 · outbound

This paper cites Fine-tuning Aligned Language Models Compromises Safety, Even When Users Do Not Intend To!.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation Fine-tuning Aligned Language Models Compromises Safety, Even When Users Do Not Intend To!

Reference 2022

Resolution
unresolved
no resolver link, observed 2026-08-07T13:27:12.080136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:27:12.080136Z digest=sha256:a6984579b1be44d9630f188b1d76c51c5d65c8e0b238449066a8860c4e228c89

Observation a68d59e7-708c-4bcf-bab5-35b8cfcb7ce5 · outbound

This paper cites OpenAI o1 System Card.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation OpenAI o1 System Card

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-07T13:27:11.984695Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:27:11.984695Z digest=sha256:2ae915c256cb222f07d77158eab6e97c1979bf5455569f327f9024b0161c442a

Observation eac40eb2-99d1-43d6-9641-5364d8126918 · outbound

This paper cites Trading Inference-Time Compute for Adversarial Robustness.

Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation Trading Inference-Time Compute for Adversarial Robustness

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-07T13:27:12.277081Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:27:12.277081Z digest=sha256:77224277aaf84516f6cd1866d19ae1d38099dd80b626bc017a0af11b90cbd36a

Pith citing papers

No inbound Pith citation observations are available.