Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T19:18:40.850181Z
Paper Citation Record · LEDGER
The bitter lesson of misuse detection
As of 7 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2507.06282.
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 2026-08-06T06:34:29.942622+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
20 of 20 outbound references displayed
- verified exact0
- verified fuzzy9
- unresolved11
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 2c91e3e0-d55e-4ba2-af12-aebd325fadf1 · outbound
This paper cites GuardBench: A Large-Scale Benchmark for Guardrail Models.
The bitter lesson of misuse detection GuardBench: A Large-Scale Benchmark for Guardrail Models
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:18:43.818607Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a52d6d52-2bd2-43c6-b438-7005ac68bff6 · outbound
This paper cites Constitutional Classifiers: Defending against Universal Jailbreaks across Thousands of Hours of Red Teaming,.
The bitter lesson of misuse detection Constitutional Classifiers: Defending against Universal Jailbreaks across Thousands of Hours of Red Teaming,
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:18:43.563105Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation f8c82631-8dd1-4ee7-8b64-f927f3aa1a4a · outbound
This paper cites NeurIPS 2024 Datasets and Benchmarks Track, 2024.
The bitter lesson of misuse detection NeurIPS 2024 Datasets and Benchmarks Track, 2024
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:18:43.272682Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 039fb256-65d4-4e2c-9e55-e0bbc9b68aee · outbound
This paper cites "Do Anything Now": Characterizing and Evaluating In-The-Wild Jailbreak Prompts on Large Language Models.
The bitter lesson of misuse detection "Do Anything Now": Characterizing and Evaluating In-The-Wild Jailbreak Prompts on Large Language Models
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:18:38.885620Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 52615106-1ebe-4879-9046-de714e9e8211 · outbound
This paper cites SORRY-Bench: Systematically Evaluating Large Language Model Safety Refusal.
The bitter lesson of misuse detection SORRY-Bench: Systematically Evaluating Large Language Model Safety Refusal
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:18:39.027078Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation df1cfef7-9e07-4e97-95c8-dabb2346ac2e · outbound
This paper cites AdvBench: Universal and Transferable Ad- versarial Attacks on Aligned Language Models,.
The bitter lesson of misuse detection AdvBench: Universal and Transferable Ad- versarial Attacks on Aligned Language Models,
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:18:43.058381Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 23662cfe-a460-48e7-96b9-ee0dac2f98c2 · outbound
This paper cites CatQA: A Dataset for Categorizing Questions as Safe or Unsafe,.
The bitter lesson of misuse detection CatQA: A Dataset for Categorizing Questions as Safe or Unsafe,
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:18:42.891885Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation f1c918c9-da12-4d60-8c4e-c6abb5eddbd7 · outbound
This paper cites Do Not Answer: Testing AI Refusal to Unsafe Questions,.
The bitter lesson of misuse detection Do Not Answer: Testing AI Refusal to Unsafe Questions,
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:18:42.701691Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation c0105b1f-cfac-43dd-8207-35d7d779c5c9 · outbound
This paper cites HH-RLHF: Helpful and Harmless Reinforcement Learning from Hu- man Feedback,.
The bitter lesson of misuse detection HH-RLHF: Helpful and Harmless Reinforcement Learning from Hu- man Feedback,
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:18:42.506895Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 8543b09b-adba-4383-be52-c9d1d4dff676 · outbound
This paper cites HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal.
The bitter lesson of misuse detection HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:18:39.588048Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9a3352f7-c722-4e0a-92c8-3a166a2de097 · outbound
This paper cites A StrongREJECT for Empty Jailbreaks.
The bitter lesson of misuse detection A StrongREJECT for Empty Jailbreaks
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:18:39.703539Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f6b9e1a3-e909-4b4a-9aab-9f0e404c9aac · outbound
This paper cites The Twelfth International Conference on Learning Representations, 2024.
The bitter lesson of misuse detection The Twelfth International Conference on Learning Representations, 2024
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:18:42.239110Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 82e96a74-af9e-44c2-99d9-b2a6927de0eb · outbound
This paper cites an unresolved cited work.
The bitter lesson of misuse detection Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:18:42.037851Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 219f32df-033c-482f-bf49-dc911055af8f · outbound
This paper cites an unresolved cited work.
The bitter lesson of misuse detection Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:18:41.743137Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 7efef56f-9ccc-4f3e-b0c4-589bac84fd58 · outbound
This paper cites DeepInception: Hypnotize Large Language Model to Be Jailbreaker.
The bitter lesson of misuse detection DeepInception: Hypnotize Large Language Model to Be Jailbreaker
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:18:40.154024Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 05f8fcb2-eb3f-441e-99f1-8a526aa9d2fe · outbound
This paper cites Universal and Transferable Adversarial Attacks on Aligned Language Models.
The bitter lesson of misuse detection Universal and Transferable Adversarial Attacks on Aligned Language Models
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:18:40.283148Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 25f66079-b23c-41d8-b039-4b95459d3b93 · outbound
This paper cites Jailbreaking Black Box Large Language Models in Twenty Queries.
The bitter lesson of misuse detection Jailbreaking Black Box Large Language Models in Twenty Queries
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:18:40.429244Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cdba531b-0cde-4c13-b6f1-c526f77578c9 · outbound
This paper cites AI Control: Improving Safety Despite Intentional Subversion.
The bitter lesson of misuse detection AI Control: Improving Safety Despite Intentional Subversion
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:18:40.580182Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a53b041b-1dfd-4607-9626-78256768fe15 · outbound
This paper cites Safetywashing: Do AI Safety Benchmarks Actually Measure Safety Progress?.
The bitter lesson of misuse detection Safetywashing: Do AI Safety Benchmarks Actually Measure Safety Progress?
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:18:40.663885Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 15b373f1-d82b-4fc5-b86b-a2de051580f3 · outbound
This paper cites Is this prompt harmful or not?.
The bitter lesson of misuse detection Is this prompt harmful or not?
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:18:41.442675Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Pith citing papers
No inbound Pith citation observations are available.