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Paper Citation Record · LEDGER

Alignment and Safety in Large Language Models: Safety Mechanisms, Training Paradigms, and Emerging Challenges

As of 27 July 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2507.19672.

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

pith.paper-citation-record.v1
2507.19672 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 8 of 8 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-07-27T06:30:09.085275+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-29T17:34:22.676341Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T19:40:06.723481Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation f4e43ee4-2ac9-4299-aba7-52d612727faa · inbound

We Think, Therefore We Align LLMs to Helpful, Harmless and Honest Before They Go Wrong cites this paper.

We Think, Therefore We Align LLMs to Helpful, Harmless and Honest Before They Go Wrong Alignment and Safety in Large Language Models: Safety Mechanisms, Training Paradigms, and Emerging Challenges

Reference 22

Resolution
verified exact
arxiv_id, observed 2026-05-21T22:14:23.539591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-27T06:30:09.085275+00:00.

source=arxiv_source observed=2026-05-21T22:11:20.651761Z digest=sha256:bc7f636f3a347498aace58f6b5a8955dfcfb31a21c70b43bb27d2119152bd678

Observation 5f5d3065-24a6-4d14-a956-fc6c4b12fee4 · inbound

Revisiting Robustness for LLM Safety Alignment via Selective Geometry Control cites this paper.

Revisiting Robustness for LLM Safety Alignment via Selective Geometry Control Alignment and Safety in Large Language Models: Safety Mechanisms, Training Paradigms, and Emerging Challenges

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-05-22T11:21:29.042697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-27T06:30:09.085275+00:00.

source=pdf_text observed=2026-05-22T11:17:03.104902Z digest=sha256:8c9c2411449d48626e07c67622380343833fa7cadcc29c70a5af0bf25863104a

Observation 3d1ce0aa-2a3e-49cc-b456-ca80140266be · inbound

Safety, Security, and Cognitive Risks in World Models cites this paper.

Safety, Security, and Cognitive Risks in World Models Alignment and Safety in Large Language Models: Safety Mechanisms, Training Paradigms, and Emerging Challenges

Reference 66

Resolution
verified exact
arxiv_id, observed 2026-05-13T22:38:22.232235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-27T06:30:09.085275+00:00.

source=pdf_text observed=2026-05-13T22:35:46.126714Z digest=sha256:622480a74cee755e4fb698e2438cf63c1fba28e8942d568329be6741371c6f73

Observation 226f53af-b87c-4feb-b09d-03645da07d83 · inbound

Cooking Up Risks: Benchmarking and Reducing Food Safety Risks in Large Language Models cites this paper.

Cooking Up Risks: Benchmarking and Reducing Food Safety Risks in Large Language Models Alignment and Safety in Large Language Models: Safety Mechanisms, Training Paradigms, and Emerging Challenges

Reference 16

Resolution
metadata mismatch
arxiv_id, observed 2026-05-13T22:03:20.355783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-27T06:30:09.085275+00:00.

source=pdf_text observed=2026-05-13T22:02:12.555644Z digest=sha256:a6a18dc58b792f43395b2accf61469e63225e8bfaa7047059adc403279bf2334

Observation 2fcd960c-d01d-4acd-bf48-ae0a30c6c98e · inbound

BAIT: Boundary-Guided Disclosure Escalation via Self-Conditioned Reasoning cites this paper.

BAIT: Boundary-Guided Disclosure Escalation via Self-Conditioned Reasoning Alignment and Safety in Large Language Models: Safety Mechanisms, Training Paradigms, and Emerging Challenges

Reference 2

Resolution
metadata mismatch
arxiv_id, observed 2026-06-29T18:03:48.662941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-27T06:30:09.085275+00:00.

source=pdf_text observed=2026-06-29T17:34:22.676341Z digest=sha256:e5c476c4c10a433c1bc47abf66ab5da971883dfe56433824efa6cfbee0b05f3b

Observation 1d6b9f48-f207-4170-af72-b14f4c133553 · inbound

DOG-DPO:Dynamic Optimization in Geometry for Safety Alignment cites this paper.

DOG-DPO:Dynamic Optimization in Geometry for Safety Alignment Alignment and Safety in Large Language Models: Safety Mechanisms, Training Paradigms, and Emerging Challenges

Reference 5

Resolution
metadata mismatch
arxiv_id, observed 2026-07-02T12:06:56.036195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-27T06:30:09.085275+00:00.

source=pdf_text observed=2026-06-28T02:28:54.243385Z digest=sha256:3905ce0bdc1ac447f28a2c91f9004dab68b13a473871a2872616ea911ed3b9de

Observation ff803701-5de4-4afb-8251-2b5470c70872 · inbound

When Behavioral Safety Evaluation Fails: A Representation-Level Perspective cites this paper.

When Behavioral Safety Evaluation Fails: A Representation-Level Perspective Alignment and Safety in Large Language Models: Safety Mechanisms, Training Paradigms, and Emerging Challenges

Reference 38

Resolution
verified exact
arxiv_id, observed 2026-07-02T20:57:23.060356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-27T06:30:09.085275+00:00.

source=arxiv_source observed=2026-06-27T20:04:17.744876Z digest=sha256:7dbb4e93dadff2e41b70c8d2e1578e56b90d14820d368776c9b51766e65314bc

Observation 38dfe6e5-ba1c-4977-afac-63d06655746c · inbound

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

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models Alignment and Safety in Large Language Models: Safety Mechanisms, Training Paradigms, and Emerging Challenges

Reference 2

Resolution
verified exact
arxiv_id, observed 2026-07-04T19:40:06.724811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-27T06:30:09.085275+00:00.

source=arxiv_source observed=2026-06-25T21:09:19.727723Z digest=sha256:0ab232db235241abb743b6141b951f186fc98de15cc15b4e89f976afd4fd6f5c