Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-14T04:40:07.570266Z
Paper Citation Record · LEDGER
HoloAegis: Frozen Representation, Topological Inference: Minimally Parametric Safety Manifolds for Zero-Shot LLM Guardrails
As of 20 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2608.08485.
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 2026-08-19T06:32:44.657259+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 fuzzy14
- unresolved5
- parse uncertain0
- malformed identifier0
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation f218bac9-cb55-47e4-9da7-9f6311cf88e2 · outbound
This paper cites WildGuard: Open One-Stop Moderation Tools for Safety Risks, Jailbreaks, and Refusals of LLMs.
HoloAegis: Frozen Representation, Topological Inference: Minimally Parametric Safety Manifolds for Zero-Shot LLM Guardrails WildGuard: Open One-Stop Moderation Tools for Safety Risks, Jailbreaks, and Refusals of LLMs
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:40:07.467583Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 336abfec-9c7f-4fa1-87a6-92cd8e2a781c · outbound
This paper cites Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations.
HoloAegis: Frozen Representation, Topological Inference: Minimally Parametric Safety Manifolds for Zero-Shot LLM Guardrails Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:40:07.473812Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ca03ca56-994a-429c-923b-6e8d1210d6e1 · outbound
This paper cites Llama Guard 2: Technical Report and Model Specifications.Meta AI Research Technical Report, 2024.
HoloAegis: Frozen Representation, Topological Inference: Minimally Parametric Safety Manifolds for Zero-Shot LLM Guardrails Llama Guard 2: Technical Report and Model Specifications.Meta AI Research Technical Report, 2024
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:40:07.946377Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation c7bd07e2-9764-4684-90eb-925dc9cf7f92 · outbound
This paper cites TREET: TRansfer Entropy Estimation via Transformers.
HoloAegis: Frozen Representation, Topological Inference: Minimally Parametric Safety Manifolds for Zero-Shot LLM Guardrails TREET: TRansfer Entropy Estimation via Transformers
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:40:07.483683Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7a6409d7-b35c-4e40-8c46-af18add6e315 · outbound
This paper cites AEGIS: Online Adaptive AI Content Safety Moderation with Ensemble of LLM Experts.
HoloAegis: Frozen Representation, Topological Inference: Minimally Parametric Safety Manifolds for Zero-Shot LLM Guardrails AEGIS: Online Adaptive AI Content Safety Moderation with Ensemble of LLM Experts
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:40:07.488669Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4a4db863-bfee-4bfb-bd18-ba047d95dc2e · outbound
This paper cites ToxicChat: Unveiling Hidden Toxicity in Real-World User-AI Conversations.Proceedings of EMNLP, pages 4694–4702, 2023.
HoloAegis: Frozen Representation, Topological Inference: Minimally Parametric Safety Manifolds for Zero-Shot LLM Guardrails ToxicChat: Unveiling Hidden Toxicity in Real-World User-AI Conversations.Proceedings of EMNLP, pages 4694–4702, 2023
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:40:07.930547Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation c96db023-1250-44ee-9b59-fbba6b509f23 · outbound
This paper cites BeaverTails: Towards Improved Safety Alignment of LLM via Multi- Dimensional Preference Dataset.Advances in Neural Information Processing Systems (NeurIPS), 36, 2023.
HoloAegis: Frozen Representation, Topological Inference: Minimally Parametric Safety Manifolds for Zero-Shot LLM Guardrails BeaverTails: Towards Improved Safety Alignment of LLM via Multi- Dimensional Preference Dataset.Advances in Neural Information Processing Systems (NeurIPS), 36, 2023
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:40:07.914263Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 7f485bff-c78d-440a-a0d9-cb51a0f23618 · outbound
This paper cites Safe RLHF: Constrained Reinforcement Learning from Human Feedback.International Conference on Learning Representations (ICLR), 2024.
HoloAegis: Frozen Representation, Topological Inference: Minimally Parametric Safety Manifolds for Zero-Shot LLM Guardrails Safe RLHF: Constrained Reinforcement Learning from Human Feedback.International Conference on Learning Representations (ICLR), 2024
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:40:07.896180Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 1d8a827d-b2d1-42d8-8b2d-5dac6a31f3f2 · outbound
This paper cites XSTest: A Benchmark for Identifying Exaggerated Safety Behaviors in Large Language Models.Proceedings of NAACL, 2024.
HoloAegis: Frozen Representation, Topological Inference: Minimally Parametric Safety Manifolds for Zero-Shot LLM Guardrails XSTest: A Benchmark for Identifying Exaggerated Safety Behaviors in Large Language Models.Proceedings of NAACL, 2024
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:40:07.880211Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 56677158-c933-46aa-a3dc-2258b64cd329 · outbound
This paper cites HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal.
HoloAegis: Frozen Representation, Topological Inference: Minimally Parametric Safety Manifolds for Zero-Shot LLM Guardrails HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:40:07.515076Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6d34f7f0-d024-450d-9c25-a68e28584962 · outbound
This paper cites AuthenHallu: A Benchmark for Hallucination Detection in LLM-Generated Content.
HoloAegis: Frozen Representation, Topological Inference: Minimally Parametric Safety Manifolds for Zero-Shot LLM Guardrails AuthenHallu: A Benchmark for Hallucination Detection in LLM-Generated Content
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:40:07.864604Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation e2e36008-023f-4bef-ab6e-98284edadb31 · outbound
This paper cites HaluBench: Comprehensive Hallucination Evaluation Benchmark.Patronus AI Technical Report, 2024.
HoloAegis: Frozen Representation, Topological Inference: Minimally Parametric Safety Manifolds for Zero-Shot LLM Guardrails HaluBench: Comprehensive Hallucination Evaluation Benchmark.Patronus AI Technical Report, 2024
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:40:07.848981Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 72bca4d3-609d-42ef-8a1a-9ac673a98ea5 · outbound
This paper cites CHIFRAUD: A Long-term Web Text Dataset for Chinese Fraud Detection.Proceedings of COLING, 2025.
HoloAegis: Frozen Representation, Topological Inference: Minimally Parametric Safety Manifolds for Zero-Shot LLM Guardrails CHIFRAUD: A Long-term Web Text Dataset for Chinese Fraud Detection.Proceedings of COLING, 2025
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:40:07.831612Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 66ca14fb-803b-4575-95de-20b406ccbfd5 · outbound
This paper cites Orthogonal calibration via posterior projections with applications to the Schwarzschild model.
HoloAegis: Frozen Representation, Topological Inference: Minimally Parametric Safety Manifolds for Zero-Shot LLM Guardrails Orthogonal calibration via posterior projections with applications to the Schwarzschild model
Reference 14
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-14T04:40:07.623747Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation eace89a2-e0be-469d-ae68-fb1f02671b80 · outbound
This paper cites On Estimation of a Probability Density Function and Mode.The Annals of Mathematical Statistics, 33(3):1065–1076, 1962.
HoloAegis: Frozen Representation, Topological Inference: Minimally Parametric Safety Manifolds for Zero-Shot LLM Guardrails On Estimation of a Probability Density Function and Mode.The Annals of Mathematical Statistics, 33(3):1065–1076, 1962
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:40:07.815022Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 50c24865-5ab3-4b4f-b6e7-aaa1a02e2db4 · outbound
This paper cites Prototypical Networks for Few-shot Learning.
HoloAegis: Frozen Representation, Topological Inference: Minimally Parametric Safety Manifolds for Zero-Shot LLM Guardrails Prototypical Networks for Few-shot Learning
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:40:07.798285Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation a131c85c-0e15-4436-9316-5c713e71fc3c · outbound
This paper cites Laplacian Eigenmaps for Dimensionality Reduction and Data Representation.Neural Computation, 15(6):1373–1396, 2003.
HoloAegis: Frozen Representation, Topological Inference: Minimally Parametric Safety Manifolds for Zero-Shot LLM Guardrails Laplacian Eigenmaps for Dimensionality Reduction and Data Representation.Neural Computation, 15(6):1373–1396, 2003
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:40:07.782699Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 7850d6f0-ebd0-481e-bd52-80258ffc8869 · outbound
This paper cites Tenenbaum, Vin De Silva, and John C.
HoloAegis: Frozen Representation, Topological Inference: Minimally Parametric Safety Manifolds for Zero-Shot LLM Guardrails Tenenbaum, Vin De Silva, and John C
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:40:07.766460Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation c3ee3b4e-b1c8-404e-ac69-9d2181edae99 · outbound
This paper cites Perspective API: Automated Moderation for Online Conversations.
HoloAegis: Frozen Representation, Topological Inference: Minimally Parametric Safety Manifolds for Zero-Shot LLM Guardrails Perspective API: Automated Moderation for Online Conversations
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:40:07.750596Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 8bc88fa7-09ef-4f23-972b-15a143ce9522 · outbound
This paper cites OpenAI Moderation API: Usage, Taxonomy, and Safety Standards.
HoloAegis: Frozen Representation, Topological Inference: Minimally Parametric Safety Manifolds for Zero-Shot LLM Guardrails OpenAI Moderation API: Usage, Taxonomy, and Safety Standards
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:40:07.732177Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Pith citing papers
No inbound Pith citation observations are available.