Paper Citation Record · LEDGER

Yesterday's Shield, Today's Spear: A Self-Evolving Safety Guardrail in Production

As of 15 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2608.08471.

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

pith.paper-citation-record.v1
2608.08471 v1

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:39:30.196664Z

measured 51 of 51 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

51 of 51 outbound references displayed

verified exact2
verified fuzzy2
unresolved47
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0bdf35d5-4caf-428c-81f9-b50b55d9df57 · outbound

This paper cites an unresolved cited work.

Yesterday's Shield, Today's Spear: A Self-Evolving Safety Guardrail in Production Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:39:31.372801Z

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.

Observation 90af0f86-e6a6-4031-84d3-97182d4184ef · outbound

This paper cites an unresolved cited work.

Yesterday's Shield, Today's Spear: A Self-Evolving Safety Guardrail in Production Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-14T04:39:29.964360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 798545a5-3fde-43da-a528-11d0a608dd2a · outbound

This paper cites Constitutional AI: Harmlessness from AI Feedback.

Yesterday's Shield, Today's Spear: A Self-Evolving Safety Guardrail in Production Constitutional AI: Harmlessness from AI Feedback

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-14T04:39:29.968778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e6b9fcd-ec03-41d9-aa2e-4813db0ae51d · outbound

This paper cites On the Opportunities and Risks of Foundation Models.

Yesterday's Shield, Today's Spear: A Self-Evolving Safety Guardrail in Production On the Opportunities and Risks of Foundation Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-14T04:39:29.973923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4b2f903-0aaa-4b67-90d8-e38dfdb47682 · outbound

This paper cites an unresolved cited work.

Yesterday's Shield, Today's Spear: A Self-Evolving Safety Guardrail in Production Unresolved cited work

Reference 5

Resolution: verified exact; raw_fallback, observed 2026-08-14T04:39:30.851464Z

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.

Observation 3d70a2ed-a57b-4a8b-a1e4-6d77c2318f09 · outbound

This paper cites M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation.

Yesterday's Shield, Today's Spear: A Self-Evolving Safety Guardrail in Production M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-14T04:39:29.983525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4956b53e-133a-4262-a379-43e407123bc1 · outbound

This paper cites Membrane: A Self-Evolving Contrastive Safety Memory for LLM Agent Defense.

Yesterday's Shield, Today's Spear: A Self-Evolving Safety Guardrail in Production Membrane: A Self-Evolving Contrastive Safety Memory for LLM Agent Defense

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-08-14T04:39:30.749489Z

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.

Observation ab60a8a0-8e03-4fcb-a4fa-ae292d3a1ee7 · outbound

This paper cites an unresolved cited work.

Yesterday's Shield, Today's Spear: A Self-Evolving Safety Guardrail in Production Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:39:31.352843Z

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.

Observation d2ae72b3-ac52-409e-aa7f-21f9428da2e2 · outbound

This paper cites an unresolved cited work.

Yesterday's Shield, Today's Spear: A Self-Evolving Safety Guardrail in Production Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:39:31.338806Z

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.

Observation ec70cb2b-5b99-452e-ae5e-014cc4940bdc · outbound

This paper cites Building Guardrails for Large Language Models.

Yesterday's Shield, Today's Spear: A Self-Evolving Safety Guardrail in Production Building Guardrails for Large Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-14T04:39:29.999443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7990e189-4df8-472c-9ac3-9fdd6c542790 · outbound

This paper cites AEGIS: Online Adaptive AI Content Safety Moderation with Ensemble of LLM Experts.

Yesterday's Shield, Today's Spear: A Self-Evolving Safety Guardrail in Production AEGIS: Online Adaptive AI Content Safety Moderation with Ensemble of LLM Experts

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-14T04:39:30.012200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c33857f7-9654-488d-a515-6b8b1ebfd9e8 · outbound

This paper cites an unresolved cited work.

Yesterday's Shield, Today's Spear: A Self-Evolving Safety Guardrail in Production Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:39:31.316373Z

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.

Observation 387bd74d-c1ee-499d-803c-93a34b494a3e · outbound

This paper cites an unresolved cited work.

Yesterday's Shield, Today's Spear: A Self-Evolving Safety Guardrail in Production Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:39:31.296508Z

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.

Observation 99481ada-0fd1-4899-a423-35177d8ddd65 · outbound

This paper cites Virus: Harmful Fine-tuning Attack for Large Language Models Bypassing Guardrail Moderation.

Yesterday's Shield, Today's Spear: A Self-Evolving Safety Guardrail in Production Virus: Harmful Fine-tuning Attack for Large Language Models Bypassing Guardrail Moderation

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-14T04:39:30.035638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c64ca6ff-8c7e-49b5-ac27-4b4d6a57f7e8 · outbound

This paper cites an unresolved cited work.

Yesterday's Shield, Today's Spear: A Self-Evolving Safety Guardrail in Production Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-14T04:39:30.039981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ed3c7d2-b9c0-43df-a0d4-889b38794cf2 · outbound

This paper cites Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations.

Yesterday's Shield, Today's Spear: A Self-Evolving Safety Guardrail in Production Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-14T04:39:30.043549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64eece90-fdb5-4644-8e47-47a4f33e22e6 · outbound

This paper cites an unresolved cited work.

Yesterday's Shield, Today's Spear: A Self-Evolving Safety Guardrail in Production Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:39:31.283125Z

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.

Observation 13f49b72-f51f-4b3f-a556-c108868b5811 · outbound

This paper cites an unresolved cited work.

Yesterday's Shield, Today's Spear: A Self-Evolving Safety Guardrail in Production Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:39:31.272037Z

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.

Observation cedcd71e-8145-49a8-ac50-6d8a37b024f9 · outbound

This paper cites an unresolved cited work.

Yesterday's Shield, Today's Spear: A Self-Evolving Safety Guardrail in Production Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-14T04:39:30.059707Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54a2e724-041b-473c-a5c7-1b3d363a5402 · outbound

This paper cites YuFeng-XGuard: A Reasoning-Centric, Interpretable, and Flexible Guardrail Model for Large Language Models.

Yesterday's Shield, Today's Spear: A Self-Evolving Safety Guardrail in Production YuFeng-XGuard: A Reasoning-Centric, Interpretable, and Flexible Guardrail Model for Large Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-14T04:39:30.067425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 658326ee-8424-476d-b552-77cdbde32cd7 · outbound

This paper cites an unresolved cited work.

Yesterday's Shield, Today's Spear: A Self-Evolving Safety Guardrail in Production Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:39:31.222084Z

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.

Observation 6751951e-0d30-4785-be31-5f31918163b1 · outbound

This paper cites SafeHarbor: Defining Precise Decision Boundaries via Hierarchical Memory-Augmented Guardrail for LLM Agent Safety.

Yesterday's Shield, Today's Spear: A Self-Evolving Safety Guardrail in Production SafeHarbor: Defining Precise Decision Boundaries via Hierarchical Memory-Augmented Guardrail for LLM Agent Safety

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-14T04:39:30.076602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe032681-0af8-4d83-a698-1626206f11b3 · outbound

This paper cites CodeChameleon: Personalized Encryption Framework for Jailbreaking Large Language Models.

Yesterday's Shield, Today's Spear: A Self-Evolving Safety Guardrail in Production CodeChameleon: Personalized Encryption Framework for Jailbreaking Large Language Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-14T04:39:30.080463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4d5d515-ee0b-4348-a770-3308279f53d1 · outbound

This paper cites an unresolved cited work.

Yesterday's Shield, Today's Spear: A Self-Evolving Safety Guardrail in Production Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:39:31.189615Z

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.

Observation e9453891-6080-432e-a2b5-f9a19c401289 · outbound

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

Yesterday's Shield, Today's Spear: A Self-Evolving Safety Guardrail in Production HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-14T04:39:30.088186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbc7e591-ee3b-4045-9154-5108fc9f3f79 · outbound

This paper cites ShieldLearner: A New Paradigm for Jailbreak Attack Defense in LLMs.

Yesterday's Shield, Today's Spear: A Self-Evolving Safety Guardrail in Production ShieldLearner: A New Paradigm for Jailbreak Attack Defense in LLMs

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-14T04:39:30.091926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99aa593a-ef52-4c20-b9d1-56d8b4a4debd · outbound

This paper cites an unresolved cited work.

Yesterday's Shield, Today's Spear: A Self-Evolving Safety Guardrail in Production Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-14T04:39:30.097097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d105c657-038a-44ac-8413-19e8f07acce6 · outbound

This paper cites an unresolved cited work.

Yesterday's Shield, Today's Spear: A Self-Evolving Safety Guardrail in Production Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-14T04:39:30.101128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7d6e4ad-d22d-4b4d-ab00-3fd9c5a25ecb · outbound

This paper cites an unresolved cited work.

Yesterday's Shield, Today's Spear: A Self-Evolving Safety Guardrail in Production Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:39:31.162085Z

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.

Observation 47ea69a8-6a1f-4edd-ab3f-00afa58cee1e · outbound

This paper cites an unresolved cited work.

Yesterday's Shield, Today's Spear: A Self-Evolving Safety Guardrail in Production Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:39:31.146245Z

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.

Observation 1e1be243-aab9-45ba-b73c-bb0ff2b8f400 · outbound

This paper cites an unresolved cited work.

Yesterday's Shield, Today's Spear: A Self-Evolving Safety Guardrail in Production Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:39:31.053966Z

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.

Observation fc0825c7-e3dd-4ffe-9cf8-8fca2f997a1b · outbound

This paper cites an unresolved cited work.

Yesterday's Shield, Today's Spear: A Self-Evolving Safety Guardrail in Production Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-14T04:39:30.128471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52b6836a-b487-4070-80d4-0b3dbfe75c75 · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Yesterday's Shield, Today's Spear: A Self-Evolving Safety Guardrail in Production DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-14T04:39:30.132326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62c2a3db-69e3-4b85-9b7b-aefed0177bb0 · outbound

This paper cites do anything now.

Yesterday's Shield, Today's Spear: A Self-Evolving Safety Guardrail in Production do anything now

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-14T04:39:30.139969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 287793a3-d1aa-4452-ab30-346ed40407ad · outbound

This paper cites an unresolved cited work.

Yesterday's Shield, Today's Spear: A Self-Evolving Safety Guardrail in Production Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-14T04:39:30.144529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4726f7c8-99c3-43e4-9ba1-ba3aef6f5e7a · outbound

This paper cites Finetuned Language Models Are Zero-Shot Learners.

Yesterday's Shield, Today's Spear: A Self-Evolving Safety Guardrail in Production Finetuned Language Models Are Zero-Shot Learners

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-14T04:39:30.152553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6c7c478-5b9f-427e-bd42-e9983799f3e4 · outbound

This paper cites Qwen3 Technical Report.

Yesterday's Shield, Today's Spear: A Self-Evolving Safety Guardrail in Production Qwen3 Technical Report

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-14T04:39:30.156454Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2655fc55-ff74-4b79-bd66-2e2979971633 · outbound

This paper cites an unresolved cited work.

Yesterday's Shield, Today's Spear: A Self-Evolving Safety Guardrail in Production Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-14T04:39:30.160258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3ec21af-dcd2-4fda-a925-fa0c9cfe6a9c · outbound

This paper cites OpenAI GPT-5 System Card.

Yesterday's Shield, Today's Spear: A Self-Evolving Safety Guardrail in Production OpenAI GPT-5 System Card

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-14T04:39:30.149022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a1772ee-1936-49cb-8f71-94284388f7de · outbound

This paper cites an unresolved cited work.

Yesterday's Shield, Today's Spear: A Self-Evolving Safety Guardrail in Production Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:39:30.966952Z

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.

Observation 8868d379-da8f-440b-aed0-1a221308c1be · outbound

This paper cites GLM-5: from Vibe Coding to Agentic Engineering.

Yesterday's Shield, Today's Spear: A Self-Evolving Safety Guardrail in Production GLM-5: from Vibe Coding to Agentic Engineering

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-14T04:39:30.175991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09049695-db4d-4b94-ab10-179e38ac6281 · outbound

This paper cites ShieldGemma: Generative AI Content Moderation Based on Gemma.

Yesterday's Shield, Today's Spear: A Self-Evolving Safety Guardrail in Production ShieldGemma: Generative AI Content Moderation Based on Gemma

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-14T04:39:30.180199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9496705-07c5-47b4-93ae-c97e040e5b2a · outbound

This paper cites an unresolved cited work.

Yesterday's Shield, Today's Spear: A Self-Evolving Safety Guardrail in Production Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:39:30.980844Z

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.

Observation c944ffd6-ea0b-421f-bc78-4d3e3506bfff · outbound

This paper cites CHiSafetyBench: A Chinese Hierarchical Safety Benchmark for Large Language Models.

Yesterday's Shield, Today's Spear: A Self-Evolving Safety Guardrail in Production CHiSafetyBench: A Chinese Hierarchical Safety Benchmark for Large Language Models

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-14T04:39:30.188152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15476888-1d1d-4700-ab36-39d311439813 · outbound

This paper cites Qwen3Guard Technical Report.

Yesterday's Shield, Today's Spear: A Self-Evolving Safety Guardrail in Production Qwen3Guard Technical Report

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-14T04:39:30.192359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4842a0ea-6da1-4251-8ab7-dd5306c1593b · outbound

This paper cites translates the metaphor.

Yesterday's Shield, Today's Spear: A Self-Evolving Safety Guardrail in Production translates the metaphor

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:39:30.919744Z

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.

Observation 33ef7c2b-03d5-4ace-b583-07ce6c150abe · outbound

This paper cites AgentAlign: Navigating Safety Alignment in the Shift from Informative to Agentic Large Language Models.

Yesterday's Shield, Today's Spear: A Self-Evolving Safety Guardrail in Production AgentAlign: Navigating Safety Alignment in the Shift from Informative to Agentic Large Language Models

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-14T04:39:30.184214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc5e9f22-ff61-4d8d-862f-9fc47ad8a653 · outbound

This paper cites an unresolved cited work.

Yesterday's Shield, Today's Spear: A Self-Evolving Safety Guardrail in Production Unresolved cited work

Reference 2017

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:39:31.259896Z

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.

Observation f7ff8444-06ba-492f-b97e-88bdcb09d7b6 · outbound

This paper cites DeepInception: Hypnotize Large Language Model to Be Jailbreaker.

Yesterday's Shield, Today's Spear: A Self-Evolving Safety Guardrail in Production DeepInception: Hypnotize Large Language Model to Be Jailbreaker

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-14T04:39:30.063312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28964863-b610-4cfc-9f22-9c4f71538847 · outbound

This paper cites InInterna- tional Conference on Learning Representations, Vol.

Yesterday's Shield, Today's Spear: A Self-Evolving Safety Guardrail in Production InInterna- tional Conference on Learning Representations, Vol

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:39:30.949438Z

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.

Observation d891b67a-fc09-48aa-a1c7-f42f576c53cb · outbound

This paper cites Logic Jailbreak: Efficiently Unlocking LLM Safety Restrictions Through Formal Logical Expression.

Yesterday's Shield, Today's Spear: A Self-Evolving Safety Guardrail in Production Logic Jailbreak: Efficiently Unlocking LLM Safety Restrictions Through Formal Logical Expression

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-14T04:39:30.111468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.