Paper Citation Record · LEDGER

Policy-Masked Private Experts: Auditable and Reversible Capability Access Control in Sparse MoE Models

As of 16 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2608.06690.

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

pith.paper-citation-record.v1
2608.06690 v2

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T14:34:31.022971Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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

26 of 26 outbound references displayed

verified exact3
verified fuzzy7
unresolved16
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 16b12592-1dad-4a53-9d4f-23cba1629069 · outbound

This paper cites Gradient Routing: Masking Gradients to Localize Computation in Neural Networks.

Policy-Masked Private Experts: Auditable and Reversible Capability Access Control in Sparse MoE Models Gradient Routing: Masking Gradients to Localize Computation in Neural Networks

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T14:34:30.912583Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eaa33a36-27c9-48a1-8b90-6d79d7442e7e · outbound

This paper cites an unresolved cited work.

Policy-Masked Private Experts: Auditable and Reversible Capability Access Control in Sparse MoE Models Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-15T14:34:31.595144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c1cf97c6-9d20-4ab8-b724-2c05299e84dd · outbound

This paper cites DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model.

Policy-Masked Private Experts: Auditable and Reversible Capability Access Control in Sparse MoE Models DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T14:34:30.922617Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e38fa9d4-8371-4487-bafd-aa31533fd135 · outbound

This paper cites an unresolved cited work.

Policy-Masked Private Experts: Auditable and Reversible Capability Access Control in Sparse MoE Models Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T14:34:30.927511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2047e1b0-9f60-4050-a5db-33c33ee823e3 · outbound

This paper cites Who's Harry Potter? Approximate Unlearning in LLMs.

Policy-Masked Private Experts: Auditable and Reversible Capability Access Control in Sparse MoE Models Who's Harry Potter? Approximate Unlearning in LLMs

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T14:34:30.931914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 521acff8-908f-4073-ba0d-c1680a6ad6ae · outbound

This paper cites Switch transformers: Scaling to trillion parameter models with simple and efficient sparsity.Journal of Machine Learning Research, 23(120):1–39, 2022.

Policy-Masked Private Experts: Auditable and Reversible Capability Access Control in Sparse MoE Models Switch transformers: Scaling to trillion parameter models with simple and efficient sparsity.Journal of Machine Learning Research, 23(120):1–39, 2022

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:34:31.581863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 8fea3ec4-3d23-4e09-a674-95903b9c0c0d · outbound

This paper cites Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen.

Policy-Masked Private Experts: Auditable and Reversible Capability Access Control in Sparse MoE Models Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:34:31.567964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 55e84d89-14d0-4142-9333-21507835afd7 · outbound

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

Policy-Masked Private Experts: Auditable and Reversible Capability Access Control in Sparse MoE Models Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T14:34:30.945728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79fb96c8-d754-4ab8-bd01-8f9ac6f657cd · outbound

This paper cites Mixtral of Experts.

Policy-Masked Private Experts: Auditable and Reversible Capability Access Control in Sparse MoE Models Mixtral of Experts

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T14:34:30.950300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a8170a1-1fba-4e47-a6e3-dab9a2f1bab8 · outbound

This paper cites GShard: Scaling giant models with conditional computation and automatic sharding.

Policy-Masked Private Experts: Auditable and Reversible Capability Access Control in Sparse MoE Models GShard: Scaling giant models with conditional computation and automatic sharding

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:34:31.554218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 04b36c67-057e-443a-bbe0-cd0cc7f0aa6a · outbound

This paper cites Li, Ann- Kathrin Dombrowski, Shashwat Goel, Gabriel Mukobi, Nathan Helm-Burger, Rafiq Lababidi, Lennart Justen, Andrew B.

Policy-Masked Private Experts: Auditable and Reversible Capability Access Control in Sparse MoE Models Li, Ann- Kathrin Dombrowski, Shashwat Goel, Gabriel Mukobi, Nathan Helm-Burger, Rafiq Lababidi, Lennart Justen, Andrew B

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:34:31.540792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 97315798-fb08-400c-88c4-031125c988d4 · outbound

This paper cites Varshney, Mohit Bansal, Sanmi Koyejo, and Yang Liu.

Policy-Masked Private Experts: Auditable and Reversible Capability Access Control in Sparse MoE Models Varshney, Mohit Bansal, Sanmi Koyejo, and Yang Liu

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T14:34:30.962941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 946dcc59-7b1d-479c-b1e4-bed23c1a3f2c · outbound

This paper cites an unresolved cited work.

Policy-Masked Private Experts: Auditable and Reversible Capability Access Control in Sparse MoE Models Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-15T14:34:31.526799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a50c32ff-b3d9-4c14-93c0-7c18e9b6dd82 · outbound

This paper cites Manning, and Chelsea Finn.

Policy-Masked Private Experts: Auditable and Reversible Capability Access Control in Sparse MoE Models Manning, and Chelsea Finn

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:34:31.512743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c6ee2723-f74a-476e-9b0f-e59c36cbe448 · outbound

This paper cites Le, Geoffrey E.

Policy-Masked Private Experts: Auditable and Reversible Capability Access Control in Sparse MoE Models Le, Geoffrey E

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:34:31.499633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b3f2ff3e-a656-491f-a968-d4029300778b · outbound

This paper cites ToolFailBench: Diagnosing Tool-Use Failures in LLM Agents.

Policy-Masked Private Experts: Auditable and Reversible Capability Access Control in Sparse MoE Models ToolFailBench: Diagnosing Tool-Use Failures in LLM Agents

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T14:34:30.983798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd61a6dc-5739-48b0-8ca1-a4dea10f135c · outbound

This paper cites Lee, and G.

Policy-Masked Private Experts: Auditable and Reversible Capability Access Control in Sparse MoE Models Lee, and G

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:34:31.471590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7f564ab8-96ab-4068-8541-5fc3afd1a09a · outbound

This paper cites The Instruction Hierarchy: Training LLMs to Prioritize Privileged Instructions.

Policy-Masked Private Experts: Auditable and Reversible Capability Access Control in Sparse MoE Models The Instruction Hierarchy: Training LLMs to Prioritize Privileged Instructions

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T14:34:30.996816Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d103a826-b251-4057-8198-100b0233807c · outbound

This paper cites Gate- Breaker: Gate-guided attacks on mixture-of-expert LLMs, 2025.

Policy-Masked Private Experts: Auditable and Reversible Capability Access Control in Sparse MoE Models Gate- Breaker: Gate-guided attacks on mixture-of-expert LLMs, 2025

Reference 19

Resolution: verified exact; doi, observed 2026-08-15T14:34:31.281630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 8200825c-82f0-404b-b6e6-6e7b06daf94b · outbound

This paper cites RouteHijack: Routing-Aware Attack on Mixture-of-Experts LLMs.

Policy-Masked Private Experts: Auditable and Reversible Capability Access Control in Sparse MoE Models RouteHijack: Routing-Aware Attack on Mixture-of-Experts LLMs

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T14:34:31.006403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6187a1ac-32dd-4602-a7e6-b19e8a4942eb · outbound

This paper cites Qwen3 Technical Report.

Policy-Masked Private Experts: Auditable and Reversible Capability Access Control in Sparse MoE Models Qwen3 Technical Report

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T14:34:31.010813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f54f371e-d628-4cb4-823b-b58de24f7e83 · outbound

This paper cites ToolMind technical report: A large-scale, reasoning-enhanced tool-use dataset, 2025.

Policy-Masked Private Experts: Auditable and Reversible Capability Access Control in Sparse MoE Models ToolMind technical report: A large-scale, reasoning-enhanced tool-use dataset, 2025

Reference 22

Resolution: verified exact; doi, observed 2026-08-15T14:34:31.194734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b3bd6056-5fec-4ade-9900-dd05de1322ba · outbound

This paper cites CCTU: A benchmark for tool use under complex constraints, 2026.

Policy-Masked Private Experts: Auditable and Reversible Capability Access Control in Sparse MoE Models CCTU: A benchmark for tool use under complex constraints, 2026

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T14:34:31.018872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47304686-d9ce-4bc9-a797-b0202fa339c2 · outbound

This paper cites Zhao, Andrew M.

Policy-Masked Private Experts: Auditable and Reversible Capability Access Control in Sparse MoE Models Zhao, Andrew M

Reference 24

Resolution: verified exact; doi, observed 2026-08-15T14:34:31.056934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f02d58ae-4640-411d-9bc5-7cf3b77fa27e · outbound

This paper cites an unresolved cited work.

Policy-Masked Private Experts: Auditable and Reversible Capability Access Control in Sparse MoE Models Unresolved cited work

Reference 2017

Resolution: unresolved; raw_fallback, observed 2026-08-15T14:34:31.485739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3f1c1ce8-7096-4705-b0e3-0d5a211ac4af · outbound

This paper cites an unresolved cited work.

Policy-Masked Private Experts: Auditable and Reversible Capability Access Control in Sparse MoE Models Unresolved cited work

Reference 2024

Resolution: unresolved; raw_fallback, observed 2026-08-15T14:34:31.456566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Pith citing papers

No inbound Pith citation observations are available.