Paper Citation Record · LEDGER

AI Transparency in the Age of LLMs: A Human-Centered Research Roadmap

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 18 inbound Pith citation observations for arXiv:2306.01941.

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

pith.paper-citation-record.v1
2306.01941 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 18 of 18 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:50:11.602450Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

27
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 77cc372d-edc0-4df0-bd08-e21c75bb98f8 · inbound

Analyzing Multimodal Interaction Strategies for LLM-Assisted Manipulation of 3D Scenes cites this paper.

Analyzing Multimodal Interaction Strategies for LLM-Assisted Manipulation of 3D Scenes AI Transparency in the Age of LLMs: A Human-Centered Research Roadmap

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-23T18:43:18.965175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 187e60bf-0634-422b-8181-9fcd5d1d77fd · inbound

What Shapes Writers' Decisions to Disclose AI Use? cites this paper.

What Shapes Writers' Decisions to Disclose AI Use? AI Transparency in the Age of LLMs: A Human-Centered Research Roadmap

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T13:50:11.602450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 114a2790-9039-43b0-af50-3896a0f4b9ba · inbound

Bias, Accuracy, and Trust: Gender-Diverse Perspectives on Large Language Models cites this paper.

Bias, Accuracy, and Trust: Gender-Diverse Perspectives on Large Language Models AI Transparency in the Age of LLMs: A Human-Centered Research Roadmap

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T22:20:14.022273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a006a67-de87-4587-9da6-2604c988b059 · inbound

Inverse Reinforcement Learning Meets Large Language Model Post-Training: Basics, Advances, and Opportunities cites this paper.

Inverse Reinforcement Learning Meets Large Language Model Post-Training: Basics, Advances, and Opportunities AI Transparency in the Age of LLMs: A Human-Centered Research Roadmap

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-06T16:34:25.086302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3796e0a-a654-4b2c-905b-fcb5b03a0585 · inbound

Designing Effective AI Explanations for Misinformation Detection: A Comparative Study of Content, Social, and Combined Explanations cites this paper.

Designing Effective AI Explanations for Misinformation Detection: A Comparative Study of Content, Social, and Combined Explanations AI Transparency in the Age of LLMs: A Human-Centered Research Roadmap

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-05T10:50:14.707792Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f8fd8d8-a1d0-438d-bad0-e58f49ef5f69 · inbound

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" cites this paper.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" AI Transparency in the Age of LLMs: A Human-Centered Research Roadmap

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-04T20:03:40.076275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d333eb9-939f-438f-b14a-03d305eaff72 · inbound

Application-Driven Pedagogical Knowledge Optimization of Open-Source LLMs via Reinforcement Learning and Supervised Fine-Tuning cites this paper.

Application-Driven Pedagogical Knowledge Optimization of Open-Source LLMs via Reinforcement Learning and Supervised Fine-Tuning AI Transparency in the Age of LLMs: A Human-Centered Research Roadmap

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:20:49.440835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d0369b00-1f1b-41c1-9574-0dac97816eaf · inbound

Mixed-Initiative Context: Structuring and Managing Context for Human-AI Collaboration cites this paper.

Mixed-Initiative Context: Structuring and Managing Context for Human-AI Collaboration AI Transparency in the Age of LLMs: A Human-Centered Research Roadmap

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-11T06:41:54.182010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d42bd0e5-5c2f-4810-9ebe-047fe2b7fefc · inbound

AI Identification: An Integrated Framework for Sustainable Governance in Digital Enterprises cites this paper.

AI Identification: An Integrated Framework for Sustainable Governance in Digital Enterprises AI Transparency in the Age of LLMs: A Human-Centered Research Roadmap

Reference 15

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T08:21:01.166989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bc87863d-56c7-4849-ae06-a3dfed6dcf52 · inbound

Analyzing the Presentation, Content, and Utilization of References in LLM-powered Conversational AI Systems cites this paper.

Analyzing the Presentation, Content, and Utilization of References in LLM-powered Conversational AI Systems AI Transparency in the Age of LLMs: A Human-Centered Research Roadmap

Reference 28

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T16:00:09.333716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fef781d2-c6dc-4991-a580-6f60b34b8794 · inbound

Learning from AVA: Early Lessons from a Curated and Trustworthy Generative AI for Policy and Development Research cites this paper.

Learning from AVA: Early Lessons from a Curated and Trustworthy Generative AI for Policy and Development Research AI Transparency in the Age of LLMs: A Human-Centered Research Roadmap

Reference 66

Resolution: verified exact; arxiv_id, observed 2026-05-10T12:10:22.896237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 07329c6f-528e-4ead-ad01-08dc6c6243d8 · inbound

Semantic Prompting: Agentic Incremental Narrative Refinement through Spatial Semantic Interaction cites this paper.

Semantic Prompting: Agentic Incremental Narrative Refinement through Spatial Semantic Interaction AI Transparency in the Age of LLMs: A Human-Centered Research Roadmap

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-11T13:36:10.097117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3460c11f-b78f-42f9-9929-e9b942a4da60 · inbound

U-Define: Designing User Workflows for Hard and Soft Constraints in LLM-Based Planning cites this paper.

U-Define: Designing User Workflows for Hard and Soft Constraints in LLM-Based Planning AI Transparency in the Age of LLMs: A Human-Centered Research Roadmap

Reference 69

Resolution: verified exact; arxiv_id, observed 2026-05-09T06:35:38.939697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 51ab9c68-553c-4929-83ae-e320c20c914a · inbound

PersonaTeaming: Supporting Persona-Driven Red-Teaming for Generative AI cites this paper.

PersonaTeaming: Supporting Persona-Driven Red-Teaming for Generative AI AI Transparency in the Age of LLMs: A Human-Centered Research Roadmap

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-05-11T20:56:19.242134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4c6dab97-ebf5-4313-8f73-cf99005edac1 · inbound

PersonaTeaming: Supporting Persona-Driven Red-Teaming for Generative AI cites this paper.

PersonaTeaming: Supporting Persona-Driven Red-Teaming for Generative AI AI Transparency in the Age of LLMs: A Human-Centered Research Roadmap

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-05-12T07:56:26.096205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e5a6465a-8590-4e29-a8ea-00ee2915fea4 · inbound

Concept-Based Abductive and Contrastive Explanations for Behaviors of Vision Models cites this paper.

Concept-Based Abductive and Contrastive Explanations for Behaviors of Vision Models AI Transparency in the Age of LLMs: A Human-Centered Research Roadmap

Reference 54

Resolution: verified exact; arxiv_id, observed 2026-05-08T21:39:25.314891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7130d9a2-e0db-48a3-90f5-d3ef51da4f52 · inbound

Correcting Influence: Unboxing LLM Outputs with Orthogonal Latent Spaces cites this paper.

Correcting Influence: Unboxing LLM Outputs with Orthogonal Latent Spaces AI Transparency in the Age of LLMs: A Human-Centered Research Roadmap

Reference 189

Resolution: verified exact; arxiv_id, observed 2026-05-14T20:17:53.967862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7695751a-4b68-40c1-82bc-df6337156bd7 · inbound

Multi-Turn Neural Transparency: Surfacing Neural Activations Improves User Calibration to LLM Behavioral Drift cites this paper.

Multi-Turn Neural Transparency: Surfacing Neural Activations Improves User Calibration to LLM Behavioral Drift AI Transparency in the Age of LLMs: A Human-Centered Research Roadmap

Reference 24

Resolution: metadata mismatch; arxiv_id, observed 2026-05-19T14:42:37.679551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.